| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  | /*
 | 
					
						
							|  |  |  |  * Copyright (C) 2016, Emilio G. Cota <cota@braap.org> | 
					
						
							|  |  |  |  * | 
					
						
							|  |  |  |  * License: GNU GPL, version 2 or later. | 
					
						
							|  |  |  |  *   See the COPYING file in the top-level directory. | 
					
						
							|  |  |  |  */ | 
					
						
							|  |  |  | #include "qemu/osdep.h"
 | 
					
						
							|  |  |  | #include "qemu/processor.h"
 | 
					
						
							|  |  |  | #include "qemu/atomic.h"
 | 
					
						
							|  |  |  | #include "qemu/qht.h"
 | 
					
						
							|  |  |  | #include "qemu/rcu.h"
 | 
					
						
							| 
									
										
										
										
											2018-10-20 18:49:53 -04:00
										 |  |  | #include "qemu/xxhash.h"
 | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  | 
 | 
					
						
							|  |  |  | struct thread_stats { | 
					
						
							|  |  |  |     size_t rd; | 
					
						
							|  |  |  |     size_t not_rd; | 
					
						
							|  |  |  |     size_t in; | 
					
						
							|  |  |  |     size_t not_in; | 
					
						
							|  |  |  |     size_t rm; | 
					
						
							|  |  |  |     size_t not_rm; | 
					
						
							|  |  |  |     size_t rz; | 
					
						
							|  |  |  |     size_t not_rz; | 
					
						
							|  |  |  | }; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | struct thread_info { | 
					
						
							|  |  |  |     void (*func)(struct thread_info *); | 
					
						
							|  |  |  |     struct thread_stats stats; | 
					
						
							|  |  |  |     uint64_t r; | 
					
						
							|  |  |  |     bool write_op; /* writes alternate between insertions and removals */ | 
					
						
							|  |  |  |     bool resize_down; | 
					
						
							|  |  |  | } QEMU_ALIGNED(64); /* avoid false sharing among threads */ | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static struct qht ht; | 
					
						
							|  |  |  | static QemuThread *rw_threads; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | #define DEFAULT_RANGE (4096)
 | 
					
						
							|  |  |  | #define DEFAULT_QHT_N_ELEMS DEFAULT_RANGE
 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static unsigned int duration = 1; | 
					
						
							|  |  |  | static unsigned int n_rw_threads = 1; | 
					
						
							|  |  |  | static unsigned long lookup_range = DEFAULT_RANGE; | 
					
						
							|  |  |  | static unsigned long update_range = DEFAULT_RANGE; | 
					
						
							|  |  |  | static size_t init_range = DEFAULT_RANGE; | 
					
						
							|  |  |  | static size_t init_size = DEFAULT_RANGE; | 
					
						
							|  |  |  | static size_t n_ready_threads; | 
					
						
							|  |  |  | static long populate_offset; | 
					
						
							|  |  |  | static long *keys; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static size_t resize_min; | 
					
						
							|  |  |  | static size_t resize_max; | 
					
						
							|  |  |  | static struct thread_info *rz_info; | 
					
						
							|  |  |  | static unsigned long resize_delay = 1000; | 
					
						
							|  |  |  | static double resize_rate; /* 0.0 to 1.0 */ | 
					
						
							|  |  |  | static unsigned int n_rz_threads = 1; | 
					
						
							|  |  |  | static QemuThread *rz_threads; | 
					
						
							| 
									
										
										
										
											2018-09-10 14:31:54 -04:00
										 |  |  | static bool precompute_hash; | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  | 
 | 
					
						
							|  |  |  | static double update_rate; /* 0.0 to 1.0 */ | 
					
						
							|  |  |  | static uint64_t update_threshold; | 
					
						
							|  |  |  | static uint64_t resize_threshold; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static size_t qht_n_elems = DEFAULT_QHT_N_ELEMS; | 
					
						
							|  |  |  | static int qht_mode; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static bool test_start; | 
					
						
							|  |  |  | static bool test_stop; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static struct thread_info *rw_info; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static const char commands_string[] = | 
					
						
							|  |  |  |     " -d = duration, in seconds\n" | 
					
						
							|  |  |  |     " -n = number of threads\n" | 
					
						
							|  |  |  |     "\n" | 
					
						
							|  |  |  |     " -o = offset at which keys start\n" | 
					
						
							| 
									
										
										
										
											2018-11-23 17:39:04 -05:00
										 |  |  |     " -p = precompute hashes\n" | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |     "\n" | 
					
						
							|  |  |  |     " -g = set -s,-k,-K,-l,-r to the same value\n" | 
					
						
							|  |  |  |     " -s = initial size hint\n" | 
					
						
							|  |  |  |     " -k = initial number of keys\n" | 
					
						
							|  |  |  |     " -K = initial range of keys (will be rounded up to pow2)\n" | 
					
						
							|  |  |  |     " -l = lookup range of keys (will be rounded up to pow2)\n" | 
					
						
							|  |  |  |     " -r = update range of keys (will be rounded up to pow2)\n" | 
					
						
							|  |  |  |     "\n" | 
					
						
							|  |  |  |     " -u = update rate (0.0 to 100.0), 50/50 split of insertions/removals\n" | 
					
						
							|  |  |  |     "\n" | 
					
						
							|  |  |  |     " -R = enable auto-resize\n" | 
					
						
							|  |  |  |     " -S = resize rate (0.0 to 100.0)\n" | 
					
						
							|  |  |  |     " -D = delay (in us) between potential resizes\n" | 
					
						
							|  |  |  |     " -N = number of resize threads"; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void usage_complete(int argc, char *argv[]) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     fprintf(stderr, "Usage: %s [options]\n", argv[0]); | 
					
						
							|  |  |  |     fprintf(stderr, "options:\n%s\n", commands_string); | 
					
						
							|  |  |  |     exit(-1); | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2017-07-11 18:47:38 -04:00
										 |  |  | static bool is_equal(const void *ap, const void *bp) | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  | { | 
					
						
							| 
									
										
										
										
											2017-07-11 18:47:38 -04:00
										 |  |  |     const long *a = ap; | 
					
						
							|  |  |  |     const long *b = bp; | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  | 
 | 
					
						
							|  |  |  |     return *a == *b; | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2018-09-10 14:31:54 -04:00
										 |  |  | static uint32_t h(unsigned long v) | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  | { | 
					
						
							| 
									
										
										
										
											2018-10-20 18:46:28 -04:00
										 |  |  |     return qemu_xxhash2(v); | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2018-09-10 14:31:54 -04:00
										 |  |  | static uint32_t hval(unsigned long v) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     return v; | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static uint32_t (*hfunc)(unsigned long v) = h; | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  | /*
 | 
					
						
							|  |  |  |  * From: https://en.wikipedia.org/wiki/Xorshift
 | 
					
						
							|  |  |  |  * This is faster than rand_r(), and gives us a wider range (RAND_MAX is only | 
					
						
							|  |  |  |  * guaranteed to be >= INT_MAX). | 
					
						
							|  |  |  |  */ | 
					
						
							|  |  |  | static uint64_t xorshift64star(uint64_t x) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     x ^= x >> 12; /* a */ | 
					
						
							|  |  |  |     x ^= x << 25; /* b */ | 
					
						
							|  |  |  |     x ^= x >> 27; /* c */ | 
					
						
							|  |  |  |     return x * UINT64_C(2685821657736338717); | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void do_rz(struct thread_info *info) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     struct thread_stats *stats = &info->stats; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     if (info->r < resize_threshold) { | 
					
						
							|  |  |  |         size_t size = info->resize_down ? resize_min : resize_max; | 
					
						
							|  |  |  |         bool resized; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         resized = qht_resize(&ht, size); | 
					
						
							|  |  |  |         info->resize_down = !info->resize_down; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         if (resized) { | 
					
						
							|  |  |  |             stats->rz++; | 
					
						
							|  |  |  |         } else { | 
					
						
							|  |  |  |             stats->not_rz++; | 
					
						
							|  |  |  |         } | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  |     g_usleep(resize_delay); | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void do_rw(struct thread_info *info) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     struct thread_stats *stats = &info->stats; | 
					
						
							|  |  |  |     uint32_t hash; | 
					
						
							|  |  |  |     long *p; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     if (info->r >= update_threshold) { | 
					
						
							|  |  |  |         bool read; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         p = &keys[info->r & (lookup_range - 1)]; | 
					
						
							| 
									
										
										
										
											2018-09-10 14:31:54 -04:00
										 |  |  |         hash = hfunc(*p); | 
					
						
							| 
									
										
										
										
											2017-07-11 18:47:38 -04:00
										 |  |  |         read = qht_lookup(&ht, p, hash); | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |         if (read) { | 
					
						
							|  |  |  |             stats->rd++; | 
					
						
							|  |  |  |         } else { | 
					
						
							|  |  |  |             stats->not_rd++; | 
					
						
							|  |  |  |         } | 
					
						
							|  |  |  |     } else { | 
					
						
							|  |  |  |         p = &keys[info->r & (update_range - 1)]; | 
					
						
							| 
									
										
										
										
											2018-09-10 14:31:54 -04:00
										 |  |  |         hash = hfunc(*p); | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |         if (info->write_op) { | 
					
						
							|  |  |  |             bool written = false; | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2017-07-11 18:47:38 -04:00
										 |  |  |             if (qht_lookup(&ht, p, hash) == NULL) { | 
					
						
							| 
									
										
										
										
											2017-07-11 18:48:21 -04:00
										 |  |  |                 written = qht_insert(&ht, p, hash, NULL); | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |             } | 
					
						
							|  |  |  |             if (written) { | 
					
						
							|  |  |  |                 stats->in++; | 
					
						
							|  |  |  |             } else { | 
					
						
							|  |  |  |                 stats->not_in++; | 
					
						
							|  |  |  |             } | 
					
						
							|  |  |  |         } else { | 
					
						
							|  |  |  |             bool removed = false; | 
					
						
							|  |  |  | 
 | 
					
						
							| 
									
										
										
										
											2017-07-11 18:47:38 -04:00
										 |  |  |             if (qht_lookup(&ht, p, hash)) { | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |                 removed = qht_remove(&ht, p, hash); | 
					
						
							|  |  |  |             } | 
					
						
							|  |  |  |             if (removed) { | 
					
						
							|  |  |  |                 stats->rm++; | 
					
						
							|  |  |  |             } else { | 
					
						
							|  |  |  |                 stats->not_rm++; | 
					
						
							|  |  |  |             } | 
					
						
							|  |  |  |         } | 
					
						
							|  |  |  |         info->write_op = !info->write_op; | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void *thread_func(void *p) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     struct thread_info *info = p; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     rcu_register_thread(); | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     atomic_inc(&n_ready_threads); | 
					
						
							| 
									
										
										
										
											2016-10-14 11:54:51 +02:00
										 |  |  |     while (!atomic_read(&test_start)) { | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |         cpu_relax(); | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     rcu_read_lock(); | 
					
						
							|  |  |  |     while (!atomic_read(&test_stop)) { | 
					
						
							|  |  |  |         info->r = xorshift64star(info->r); | 
					
						
							|  |  |  |         info->func(info); | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  |     rcu_read_unlock(); | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     rcu_unregister_thread(); | 
					
						
							|  |  |  |     return NULL; | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | /* sets everything except info->func */ | 
					
						
							|  |  |  | static void prepare_thread_info(struct thread_info *info, int i) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     /* seed for the RNG; each thread should have a different one */ | 
					
						
							|  |  |  |     info->r = (i + 1) ^ time(NULL); | 
					
						
							|  |  |  |     /* the first update will be a write */ | 
					
						
							|  |  |  |     info->write_op = true; | 
					
						
							|  |  |  |     /* the first resize will be down */ | 
					
						
							|  |  |  |     info->resize_down = true; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     memset(&info->stats, 0, sizeof(info->stats)); | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void | 
					
						
							|  |  |  | th_create_n(QemuThread **threads, struct thread_info **infos, const char *name, | 
					
						
							|  |  |  |             void (*func)(struct thread_info *), int offset, int n) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     struct thread_info *info; | 
					
						
							|  |  |  |     QemuThread *th; | 
					
						
							|  |  |  |     int i; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     th = g_malloc(sizeof(*th) * n); | 
					
						
							|  |  |  |     *threads = th; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     info = qemu_memalign(64, sizeof(*info) * n); | 
					
						
							|  |  |  |     *infos = info; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     for (i = 0; i < n; i++) { | 
					
						
							|  |  |  |         prepare_thread_info(&info[i], offset + i); | 
					
						
							|  |  |  |         info[i].func = func; | 
					
						
							|  |  |  |         qemu_thread_create(&th[i], name, thread_func, &info[i], | 
					
						
							|  |  |  |                            QEMU_THREAD_JOINABLE); | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void create_threads(void) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     th_create_n(&rw_threads, &rw_info, "rw", do_rw, 0, n_rw_threads); | 
					
						
							|  |  |  |     th_create_n(&rz_threads, &rz_info, "rz", do_rz, n_rw_threads, n_rz_threads); | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void pr_params(void) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     printf("Parameters:\n"); | 
					
						
							|  |  |  |     printf(" duration:          %d s\n", duration); | 
					
						
							|  |  |  |     printf(" # of threads:      %u\n", n_rw_threads); | 
					
						
							|  |  |  |     printf(" initial # of keys: %zu\n", init_size); | 
					
						
							|  |  |  |     printf(" initial size hint: %zu\n", qht_n_elems); | 
					
						
							|  |  |  |     printf(" auto-resize:       %s\n", | 
					
						
							|  |  |  |            qht_mode & QHT_MODE_AUTO_RESIZE ? "on" : "off"); | 
					
						
							|  |  |  |     if (resize_rate) { | 
					
						
							|  |  |  |         printf(" resize_rate:       %f%%\n", resize_rate * 100.0); | 
					
						
							|  |  |  |         printf(" resize range:      %zu-%zu\n", resize_min, resize_max); | 
					
						
							|  |  |  |         printf(" # resize threads   %u\n", n_rz_threads); | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  |     printf(" update rate:       %f%%\n", update_rate * 100.0); | 
					
						
							|  |  |  |     printf(" offset:            %ld\n", populate_offset); | 
					
						
							|  |  |  |     printf(" initial key range: %zu\n", init_range); | 
					
						
							|  |  |  |     printf(" lookup range:      %lu\n", lookup_range); | 
					
						
							|  |  |  |     printf(" update range:      %lu\n", update_range); | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void do_threshold(double rate, uint64_t *threshold) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     if (rate == 1.0) { | 
					
						
							|  |  |  |         *threshold = UINT64_MAX; | 
					
						
							|  |  |  |     } else { | 
					
						
							| 
									
										
										
										
											2020-06-17 13:13:09 -07:00
										 |  |  |         *threshold = (rate * 0xffff000000000000ull) | 
					
						
							|  |  |  |                    + (rate * 0x0000ffffffffffffull); | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |     } | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void htable_init(void) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     unsigned long n = MAX(init_range, update_range); | 
					
						
							|  |  |  |     uint64_t r = time(NULL); | 
					
						
							|  |  |  |     size_t retries = 0; | 
					
						
							|  |  |  |     size_t i; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     /* avoid allocating memory later by allocating all the keys now */ | 
					
						
							|  |  |  |     keys = g_malloc(sizeof(*keys) * n); | 
					
						
							|  |  |  |     for (i = 0; i < n; i++) { | 
					
						
							| 
									
										
										
										
											2018-09-10 14:31:54 -04:00
										 |  |  |         long val = populate_offset + i; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         keys[i] = precompute_hash ? h(val) : hval(val); | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |     } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     /* some sanity checks */ | 
					
						
							|  |  |  |     g_assert_cmpuint(lookup_range, <=, n); | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     /* compute thresholds */ | 
					
						
							|  |  |  |     do_threshold(update_rate, &update_threshold); | 
					
						
							|  |  |  |     do_threshold(resize_rate, &resize_threshold); | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     if (resize_rate) { | 
					
						
							|  |  |  |         resize_min = n / 2; | 
					
						
							|  |  |  |         resize_max = n; | 
					
						
							|  |  |  |         assert(resize_min < resize_max); | 
					
						
							|  |  |  |     } else { | 
					
						
							|  |  |  |         n_rz_threads = 0; | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     /* initialize the hash table */ | 
					
						
							| 
									
										
										
										
											2017-07-11 18:47:38 -04:00
										 |  |  |     qht_init(&ht, is_equal, qht_n_elems, qht_mode); | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |     assert(init_size <= init_range); | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     pr_params(); | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     fprintf(stderr, "Initialization: populating %zu items...", init_size); | 
					
						
							|  |  |  |     for (i = 0; i < init_size; i++) { | 
					
						
							|  |  |  |         for (;;) { | 
					
						
							|  |  |  |             uint32_t hash; | 
					
						
							|  |  |  |             long *p; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |             r = xorshift64star(r); | 
					
						
							|  |  |  |             p = &keys[r & (init_range - 1)]; | 
					
						
							| 
									
										
										
										
											2018-09-10 14:31:54 -04:00
										 |  |  |             hash = hfunc(*p); | 
					
						
							| 
									
										
										
										
											2017-07-11 18:48:21 -04:00
										 |  |  |             if (qht_insert(&ht, p, hash, NULL)) { | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |                 break; | 
					
						
							|  |  |  |             } | 
					
						
							|  |  |  |             retries++; | 
					
						
							|  |  |  |         } | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  |     fprintf(stderr, " populated after %zu retries\n", retries); | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void add_stats(struct thread_stats *s, struct thread_info *info, int n) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     int i; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     for (i = 0; i < n; i++) { | 
					
						
							|  |  |  |         struct thread_stats *stats = &info[i].stats; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         s->rd += stats->rd; | 
					
						
							|  |  |  |         s->not_rd += stats->not_rd; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         s->in += stats->in; | 
					
						
							|  |  |  |         s->not_in += stats->not_in; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         s->rm += stats->rm; | 
					
						
							|  |  |  |         s->not_rm += stats->not_rm; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |         s->rz += stats->rz; | 
					
						
							|  |  |  |         s->not_rz += stats->not_rz; | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void pr_stats(void) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     struct thread_stats s = {}; | 
					
						
							|  |  |  |     double tx; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     add_stats(&s, rw_info, n_rw_threads); | 
					
						
							|  |  |  |     add_stats(&s, rz_info, n_rz_threads); | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     printf("Results:\n"); | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     if (resize_rate) { | 
					
						
							|  |  |  |         printf(" Resizes:           %zu (%.2f%% of %zu)\n", | 
					
						
							|  |  |  |                s.rz, (double)s.rz / (s.rz + s.not_rz) * 100, s.rz + s.not_rz); | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     printf(" Read:              %.2f M (%.2f%% of %.2fM)\n", | 
					
						
							|  |  |  |            (double)s.rd / 1e6, | 
					
						
							|  |  |  |            (double)s.rd / (s.rd + s.not_rd) * 100, | 
					
						
							|  |  |  |            (double)(s.rd + s.not_rd) / 1e6); | 
					
						
							|  |  |  |     printf(" Inserted:          %.2f M (%.2f%% of %.2fM)\n", | 
					
						
							|  |  |  |            (double)s.in / 1e6, | 
					
						
							|  |  |  |            (double)s.in / (s.in + s.not_in) * 100, | 
					
						
							|  |  |  |            (double)(s.in + s.not_in) / 1e6); | 
					
						
							|  |  |  |     printf(" Removed:           %.2f M (%.2f%% of %.2fM)\n", | 
					
						
							|  |  |  |            (double)s.rm / 1e6, | 
					
						
							|  |  |  |            (double)s.rm / (s.rm + s.not_rm) * 100, | 
					
						
							|  |  |  |            (double)(s.rm + s.not_rm) / 1e6); | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     tx = (s.rd + s.not_rd + s.in + s.not_in + s.rm + s.not_rm) / 1e6 / duration; | 
					
						
							|  |  |  |     printf(" Throughput:        %.2f MT/s\n", tx); | 
					
						
							|  |  |  |     printf(" Throughput/thread: %.2f MT/s/thread\n", tx / n_rw_threads); | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void run_test(void) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     int i; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     while (atomic_read(&n_ready_threads) != n_rw_threads + n_rz_threads) { | 
					
						
							|  |  |  |         cpu_relax(); | 
					
						
							|  |  |  |     } | 
					
						
							| 
									
										
										
										
											2019-01-11 13:50:02 +00:00
										 |  |  | 
 | 
					
						
							| 
									
										
										
										
											2016-10-14 11:54:51 +02:00
										 |  |  |     atomic_set(&test_start, true); | 
					
						
							| 
									
										
										
										
											2019-01-11 13:50:02 +00:00
										 |  |  |     g_usleep(duration * G_USEC_PER_SEC); | 
					
						
							| 
									
										
										
										
											2016-10-14 11:54:51 +02:00
										 |  |  |     atomic_set(&test_stop, true); | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  | 
 | 
					
						
							|  |  |  |     for (i = 0; i < n_rw_threads; i++) { | 
					
						
							|  |  |  |         qemu_thread_join(&rw_threads[i]); | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  |     for (i = 0; i < n_rz_threads; i++) { | 
					
						
							|  |  |  |         qemu_thread_join(&rz_threads[i]); | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | static void parse_args(int argc, char *argv[]) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     int c; | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  |     for (;;) { | 
					
						
							| 
									
										
										
										
											2018-09-10 14:31:54 -04:00
										 |  |  |         c = getopt(argc, argv, "d:D:g:k:K:l:hn:N:o:pr:Rs:S:u:"); | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |         if (c < 0) { | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         } | 
					
						
							|  |  |  |         switch (c) { | 
					
						
							|  |  |  |         case 'd': | 
					
						
							|  |  |  |             duration = atoi(optarg); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'D': | 
					
						
							|  |  |  |             resize_delay = atol(optarg); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'g': | 
					
						
							|  |  |  |             init_range = pow2ceil(atol(optarg)); | 
					
						
							|  |  |  |             lookup_range = pow2ceil(atol(optarg)); | 
					
						
							|  |  |  |             update_range = pow2ceil(atol(optarg)); | 
					
						
							|  |  |  |             qht_n_elems = atol(optarg); | 
					
						
							|  |  |  |             init_size = atol(optarg); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'h': | 
					
						
							|  |  |  |             usage_complete(argc, argv); | 
					
						
							|  |  |  |             exit(0); | 
					
						
							|  |  |  |         case 'k': | 
					
						
							|  |  |  |             init_size = atol(optarg); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'K': | 
					
						
							|  |  |  |             init_range = pow2ceil(atol(optarg)); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'l': | 
					
						
							|  |  |  |             lookup_range = pow2ceil(atol(optarg)); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'n': | 
					
						
							|  |  |  |             n_rw_threads = atoi(optarg); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'N': | 
					
						
							|  |  |  |             n_rz_threads = atoi(optarg); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'o': | 
					
						
							|  |  |  |             populate_offset = atol(optarg); | 
					
						
							|  |  |  |             break; | 
					
						
							| 
									
										
										
										
											2018-09-10 14:31:54 -04:00
										 |  |  |         case 'p': | 
					
						
							|  |  |  |             precompute_hash = true; | 
					
						
							|  |  |  |             hfunc = hval; | 
					
						
							|  |  |  |             break; | 
					
						
							| 
									
										
											  
											
												qht: add qht-bench, a performance benchmark
This serves as a performance benchmark as well as a stress test
for QHT. We can tweak quite a number of things, including the
number of resize threads and how frequently resizes are triggered.
A performance comparison of QHT vs CLHT[1] and ck_hs[2] using
this same benchmark program can be found here:
  http://imgur.com/a/0Bms4
The tests are run on a 64-core AMD Opteron 6376, pinning threads
to cores favoring same-socket cores. For each run, qht-bench is
invoked with:
  $ tests/qht-bench -d $duration -n $n -u $u -g $range
, where $duration is in seconds, $n is the number of threads,
$u is the update rate (0.0 to 100.0), and $range is the number
of keys.
Note that ck_hs's performance drops significantly as writes go
up, since it requires an external lock (I used a ck_spinlock)
around every write.
Also, note that CLHT instead of using a seqlock, relies on an
allocator that does not ever return the same address during the
same read-critical section. This gives it a slight performance
advantage over QHT on read-heavy workloads, since the seqlock
writes aren't there.
[1] CLHT: https://github.com/LPD-EPFL/CLHT
          https://infoscience.epfl.ch/record/207109/files/ascy_asplos15.pdf
[2] ck_hs: http://concurrencykit.org/
           http://backtrace.io/blog/blog/2015/03/13/workload-specialization/
A few of those plots are shown in text here, since that site
might not be online forever. Throughput is on Mops/s on the Y axis.
                             200K keys, 0 % updates
  450 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +      +N+  |
  400 ++                                                           ---+E+ ++
      |                                                       +++----      |
  350 ++          9 ++------+------++                       --+E+    -+H+ ++
      |             |      +H+-     |                 -+N+----   ---- +++  |
  300 ++          8 ++     +E+     ++             -----+E+  --+H+         ++
      |             |      +++      |         -+N+-----+H+--               |
  250 ++          7 ++------+------++  +++-----+E+----                    ++
  200 ++                    1         -+E+-----+H+                        ++
      |                           ----                     qht +-E--+      |
  150 ++                      -+E+                        clht +-H--+     ++
      |                   ----                              ck +-N--+      |
  100 ++               +E+                                                ++
      |            ----                                                    |
   50 ++       -+E+                                                       ++
      |   +E+E+  +      +       +       +       +       +      +       +   |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 1 % updates
  350 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +     -+E+  |
  300 ++                                                         -----+H+ ++
      |                                                       +E+--        |
      |           9 ++------+------++                  +++----             |
  250 ++            |      +E+   -- |                 -+E+                ++
      |           8 ++         --  ++             ----                     |
  200 ++            |      +++-     |  +++  ---+E+                        ++
      |           7 ++------N------++ -+E+--               qht +-E--+      |
      |                     1  +++----                    clht +-H--+      |
  150 ++                      -+E+                          ck +-N--+     ++
      |                   ----                                             |
  100 ++               +E+                                                ++
      |            ----                                                    |
      |        -+E+                                                        |
   50 ++    +H+-+N+----+N+-----+N+------                                  ++
      |   +E+E+  +      +       +      +N+-----+N+-----+N+----+N+-----+N+  |
    0 ++--E------+------+-------+-------+-------+-------+------+-------+--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                             200K keys, 20 % updates
  300 ++--+------+------+-------+-------+-------+-------+------+-------+--++
      |   +      +      +       +       +       +       +      +       +   |
      |                                                              -+H+  |
  250 ++                                                         ----     ++
      |           9 ++------+------++                       --+H+  ---+E+  |
      |           8 ++     +H+--   ++                 -+H+----+E+--        |
  200 ++            |      +E+    --|             -----+E+--  +++         ++
      |           7 ++      + ---- ++       ---+H+---- +++ qht +-E--+      |
  150 ++          6 ++------N------++ -+H+-----+E+        clht +-H--+     ++
      |                     1     -----+E+--                ck +-N--+      |
      |                       -+H+----                                     |
  100 ++                  -----+E+                                        ++
      |                +E+--                                               |
      |            ----+++                                                 |
   50 ++       -+E+                                                       ++
      |     +E+ +++                                                        |
      |   +E+N+-+N+-----+       +       +       +       +      +       +   |
    0 ++--E------+------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
                            200K keys, 100 % updates       qht +-E--+
                                                          clht +-H--+
  160 ++--+------+------+-------+-------+-------+-------+---ck-+-N-----+--++
      |   +      +      +       +       +       +       +      +   ----H   |
  140 ++                                                      +H+--  -+E+ ++
      |                                                +++----   ----      |
  120 ++          8 ++------+------++                 -+H+    +E+         ++
      |           7 ++     +H+---- ++             ---- +++----             |
  100 ++            |      +E+      |  +++  ---+H+    -+E+                ++
      |           6 ++     +++     ++ -+H+--   +++----                     |
   80 ++          5 ++------N----------+E+-----+E+                        ++
      |                     1 -+H+---- +++                                 |
      |                   -----+E+                                         |
   60 ++               +H+---- +++                                        ++
      |            ----+E+                                                 |
   40 ++        +H+----                                                   ++
      |       --+E+                                                        |
   20 ++    +E+                                                           ++
      |  +EE+    +      +       +       +       +       +      +       +   |
    0 ++--+N-N---N------N-------N-------N-------N-------N------N-------N--++
          1      8      16      24      32      40      48     56      64
                                Number of threads
Signed-off-by: Emilio G. Cota <cota@braap.org>
Message-Id: <1465412133-3029-13-git-send-email-cota@braap.org>
Signed-off-by: Richard Henderson <rth@twiddle.net>
											
										 
											2016-06-08 14:55:30 -04:00
										 |  |  |         case 'r': | 
					
						
							|  |  |  |             update_range = pow2ceil(atol(optarg)); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'R': | 
					
						
							|  |  |  |             qht_mode |= QHT_MODE_AUTO_RESIZE; | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 's': | 
					
						
							|  |  |  |             qht_n_elems = atol(optarg); | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'S': | 
					
						
							|  |  |  |             resize_rate = atof(optarg) / 100.0; | 
					
						
							|  |  |  |             if (resize_rate > 1.0) { | 
					
						
							|  |  |  |                 resize_rate = 1.0; | 
					
						
							|  |  |  |             } | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         case 'u': | 
					
						
							|  |  |  |             update_rate = atof(optarg) / 100.0; | 
					
						
							|  |  |  |             if (update_rate > 1.0) { | 
					
						
							|  |  |  |                 update_rate = 1.0; | 
					
						
							|  |  |  |             } | 
					
						
							|  |  |  |             break; | 
					
						
							|  |  |  |         } | 
					
						
							|  |  |  |     } | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | int main(int argc, char *argv[]) | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |     parse_args(argc, argv); | 
					
						
							|  |  |  |     htable_init(); | 
					
						
							|  |  |  |     create_threads(); | 
					
						
							|  |  |  |     run_test(); | 
					
						
							|  |  |  |     pr_stats(); | 
					
						
							|  |  |  |     return 0; | 
					
						
							|  |  |  | } |