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Message-Id: <20220409135104.3733193-1-wuyun.abel@bytedance.com>
Date: Sat, 9 Apr 2022 21:51:02 +0800
From: Abel Wu <wuyun.abel@...edance.com>
To: Peter Zijlstra <peterz@...radead.org>,
Mel Gorman <mgorman@...e.de>,
Vincent Guittot <vincent.guittot@...aro.org>
Cc: joshdon@...gle.com, linux-kernel@...r.kernel.org,
Abel Wu <wuyun.abel@...edance.com>
Subject: [RFC v2 0/2] introduece sched-idle balance
Overloaded runqueues are those who have more than one pullable non-idle tasks
on them (given the sched-idle cpus are treated as idle cpus). The idle tasks,
which are either assigned SCHED_IDLE policy or in idle cpu cgroup, are tracked
through rq->cfs.idle_h_nr_running.
It would bring benefit if the unoccupied cpus (sched-idle/idle cpus) can start
serving as soon as the non-idle tasks are available. Lots of effort has already
been put into this:
- Task wakeup: the scheduler tries to find such cpus to make full
use of cpu capacity. But due to scalability issues, the search
depth is bounded to a reasonable limit. IOW it's possible that
a task is woken up on a busy cpu while unoccupied cpus are still
out there. Fortunately, these imbalance can be fixed by load
balancers.
- Load balancing: periodic (normal/idle) and newly-idle balancing.
The former is regulated by intervals on each sched-domain and
the intervals can prevent the sched-idle cpus from pulling the
non-idle tasks. While the latter is triggered only when the cpus
become really idle, and the sched-idle cpus are not the case.
The balancing can also be stopped by other constrains.
So the unoccupied cpus could still get a chance to co-exist with overloaded
ones, and in this case the sched-idle balancing will try to fast fix the
imbalance between them at some extent. That is:
- Record the overloaded cpus so we can know where to pull from.
This is done in tick to regulate manipulation on shared data.
- Filter out the overloaded cpus in SIS to improve the idle cpu
searching efficiency. The more overloaded the system is, the
less cpus we will search.
- Quit early in periodic load balancing if the cpu becomes busy.
This is similar to what we do in newly-idle case in which we
stop balancing once we got some work to do.
- The newly-idle balancing will try harder to pull the non-idle
tasks if overloaded cpus exist.
So the whole thing can be treated as an extension to the existing load balance
mechanisms on sched-idle cpus.
Benchmark
=========
Tests are done in an Intel(R) Xeon(R) Platinum 8260 CPU @ 2.40GHz machine with
2 NUMA nodes each of which has 24 cores with SMT2 enabled, so 96 CPUs in total.
Tests are separated into two parts:
- quiet: benchmarks running inside a normal cpu cgroup in a clean
environment
- noisy: benchmarks running inside a normal cpu cgroup, and noise
from an idle cpu cgroup, the two cgroups are at same level. The
noise is produced by perf messaging benchmark which occupies ~20%
cpu capacity in my server.
perf bench sched messaging -g 1 -l 2000000000
All of the benchmarks are done by mmtests with "--no-monitor --performance"
parameters, and with cpu turbo disabled.
As Mel required, the SIS filter part is also benchmarded separately, and the
additional SIS statistics comes from his patch [1].
Results
=======
vanilla: tip sched/core 6255b48aebfd (v5.17-rc5)
filter: vanilla + patch1
balancer: filter + patch2
a) hackbench-process-pipes
[quiet]
vanilla filter balancer
Amean 1 0.3077 ( 0.00%) 0.3340 ( -8.56%) 0.2523 ( 17.98%)
Amean 4 0.7703 ( 0.00%) 0.7360 ( 4.46%) 0.7220 * 6.27%*
Amean 7 0.9253 ( 0.00%) 0.9320 ( -0.72%) 0.9153 ( 1.08%)
Amean 12 1.2397 ( 0.00%) 1.1197 * 9.68%* 1.0867 * 12.34%*
Amean 21 2.8003 ( 0.00%) 2.4663 * 11.93%* 2.4490 * 12.55%*
Amean 30 5.2430 ( 0.00%) 4.1620 * 20.62%* 4.2220 * 19.47%*
Amean 48 7.9023 ( 0.00%) 6.7040 * 15.16%* 7.0897 * 10.28%*
Amean 79 9.6197 ( 0.00%) 8.6310 * 10.28%* 8.6590 * 9.99%*
Amean 110 9.8170 ( 0.00%) 9.3533 ( 4.72%) 9.2813 ( 5.46%)
Amean 141 11.8070 ( 0.00%) 11.3003 * 4.29%* 11.4297 * 3.20%*
Amean 172 14.1017 ( 0.00%) 13.3063 * 5.64%* 13.2740 * 5.87%*
Amean 203 15.9723 ( 0.00%) 16.0813 ( -0.68%) 15.2627 * 4.44%*
Amean 234 18.6590 ( 0.00%) 18.2387 ( 2.25%) 17.4267 * 6.60%*
Amean 265 20.8473 ( 0.00%) 20.4460 ( 1.93%) 19.8227 * 4.92%*
Amean 296 22.5817 ( 0.00%) 22.5307 ( 0.23%) 21.6657 * 4.06%*
Ops SIS Search Efficiency 16.51 27.35 27.37
Ops SIS Domain Search Eff 16.35 27.08 27.05
Ops SIS Fast Success Rate 1.19 1.32 1.58
Ops SIS Success Rate 1.96 2.60 3.06
[noisy]
vanilla filter balancer
Amean 1 0.3627 ( 0.00%) 0.2850 ( 21.42%) 0.2830 ( 21.97%)
Amean 4 0.7290 ( 0.00%) 0.7313 ( -0.32%) 0.7467 ( -2.42%)
Amean 7 0.9353 ( 0.00%) 0.9443 ( -0.96%) 0.9107 * 2.64%*
Amean 12 1.1973 ( 0.00%) 1.2283 ( -2.59%) 1.1013 * 8.02%*
Amean 21 2.5100 ( 0.00%) 2.4190 ( 3.63%) 2.3003 * 8.35%*
Amean 30 4.7437 ( 0.00%) 3.9367 * 17.01%* 3.7473 * 21.00%*
Amean 48 7.4943 ( 0.00%) 6.9470 * 7.30%* 7.0430 ( 6.02%)
Amean 79 9.4737 ( 0.00%) 8.6923 * 8.25%* 8.8930 * 6.13%*
Amean 110 10.7420 ( 0.00%) 9.5363 * 11.22%* 9.2847 * 13.57%*
Amean 141 12.2293 ( 0.00%) 11.0513 * 9.63%* 10.9750 * 10.26%*
Amean 172 14.0277 ( 0.00%) 13.7407 ( 2.05%) 12.9350 * 7.79%*
Amean 203 16.6930 ( 0.00%) 15.6677 * 6.14%* 15.1910 * 9.00%*
Amean 234 18.3360 ( 0.00%) 17.6750 ( 3.60%) 17.1403 * 6.52%*
Amean 265 20.8383 ( 0.00%) 19.9793 ( 4.12%) 19.4780 * 6.53%*
Amean 296 23.3080 ( 0.00%) 21.7693 * 6.60%* 21.3567 * 8.37%*
Ops SIS Search Efficiency 16.53 27.23 27.53
Ops SIS Domain Search Eff 16.27 26.81 27.07
Ops SIS Fast Success Rate 1.87 2.10 2.29
Ops SIS Success Rate 2.93 3.81 4.01
b) hackbench-process-sockets
[quiet]
vanilla filter balancer
Amean 1 0.5213 ( 0.00%) 0.5283 ( -1.34%) 0.5210 ( 0.06%)
Amean 4 1.4733 ( 0.00%) 1.4757 ( -0.16%) 1.4577 * 1.06%*
Amean 7 2.4620 ( 0.00%) 2.5083 * -1.88%* 2.5113 * -2.00%*
Amean 12 4.1283 ( 0.00%) 4.2143 * -2.08%* 4.1967 * -1.66%*
Amean 21 7.0153 ( 0.00%) 7.1620 * -2.09%* 7.0977 * -1.17%*
Amean 30 9.8900 ( 0.00%) 10.0380 * -1.50%* 9.9303 * -0.41%*
Amean 48 15.6753 ( 0.00%) 16.0283 * -2.25%* 15.8213 * -0.93%*
Amean 79 26.3443 ( 0.00%) 26.7147 * -1.41%* 26.3397 ( 0.02%)
Amean 110 36.5437 ( 0.00%) 37.3277 * -2.15%* 36.6197 * -0.21%*
Amean 141 46.5327 ( 0.00%) 47.4803 * -2.04%* 46.8620 * -0.71%*
Amean 172 56.5907 ( 0.00%) 58.0840 * -2.64%* 56.9503 * -0.64%*
Amean 203 66.8573 ( 0.00%) 68.3780 * -2.27%* 67.2330 * -0.56%*
Amean 234 77.2470 ( 0.00%) 78.8317 * -2.05%* 77.6773 * -0.56%*
Amean 265 87.5577 ( 0.00%) 89.3343 * -2.03%* 87.3617 * 0.22%*
Amean 296 97.6160 ( 0.00%) 99.6320 * -2.07%* 97.6450 ( -0.03%)
Ops SIS Search Efficiency 16.50 27.17 27.19
Ops SIS Domain Search Eff 16.32 26.88 26.84
Ops SIS Fast Success Rate 1.32 1.44 1.75
Ops SIS Success Rate 2.06 2.74 3.34
[noisy]
vanilla filter balancer
Amean 1 0.6120 ( 0.00%) 0.6760 * -10.46%* 0.6037 ( 1.36%)
Amean 4 1.5867 ( 0.00%) 1.6540 * -4.24%* 1.5120 * 4.71%*
Amean 7 2.5940 ( 0.00%) 2.6820 * -3.39%* 2.5047 * 3.44%*
Amean 12 4.3407 ( 0.00%) 4.4680 * -2.93%* 4.1513 * 4.36%*
Amean 21 7.3083 ( 0.00%) 7.5073 * -2.72%* 6.8467 * 6.32%*
Amean 30 9.9750 ( 0.00%) 10.4920 * -5.18%* 9.7220 * 2.54%*
Amean 48 15.9123 ( 0.00%) 16.5143 * -3.78%* 15.2683 * 4.05%*
Amean 79 26.2180 ( 0.00%) 27.2497 * -3.93%* 25.1087 * 4.23%*
Amean 110 36.8237 ( 0.00%) 38.8303 * -5.45%* 35.8823 * 2.56%*
Amean 141 47.3357 ( 0.00%) 49.6817 * -4.96%* 45.5723 * 3.73%*
Amean 172 57.4477 ( 0.00%) 60.8553 * -5.93%* 55.5380 * 3.32%*
Amean 203 67.6290 ( 0.00%) 71.8117 * -6.18%* 65.6033 * 3.00%*
Amean 234 77.8347 ( 0.00%) 82.9577 * -6.58%* 75.8713 * 2.52%*
Amean 265 88.4680 ( 0.00%) 94.2737 * -6.56%* 85.8547 * 2.95%*
Amean 296 99.2210 ( 0.00%) 105.9357 * -6.77%* 95.8777 * 3.37%*
Ops SIS Search Efficiency 16.51 27.21 27.62
Ops SIS Domain Search Eff 16.22 26.74 27.07
Ops SIS Fast Success Rate 2.13 2.38 2.73
Ops SIS Success Rate 3.21 4.20 4.66
c) hackbench-thread-pipes
[quiet]
vanilla filter balancer
Amean 1 0.2770 ( 0.00%) 0.2783 ( -0.48%) 0.2777 ( -0.24%)
Amean 4 0.7707 ( 0.00%) 0.7770 ( -0.82%) 0.7687 ( 0.26%)
Amean 7 0.9400 ( 0.00%) 0.9500 ( -1.06%) 0.9230 ( 1.81%)
Amean 12 1.4740 ( 0.00%) 1.4447 ( 1.99%) 1.4213 ( 3.57%)
Amean 21 3.8517 ( 0.00%) 3.5223 * 8.55%* 3.3837 * 12.15%*
Amean 30 6.7057 ( 0.00%) 5.9243 * 11.65%* 5.8200 * 13.21%*
Amean 48 8.9877 ( 0.00%) 8.3357 * 7.25%* 8.0573 * 10.35%*
Amean 79 10.3807 ( 0.00%) 9.6767 * 6.78%* 9.6947 * 6.61%*
Amean 110 11.1830 ( 0.00%) 10.5263 * 5.87%* 10.5247 ( 5.89%)
Amean 141 12.9987 ( 0.00%) 12.6463 ( 2.71%) 12.6697 ( 2.53%)
Amean 172 15.2327 ( 0.00%) 15.6350 ( -2.64%) 14.6007 ( 4.15%)
Amean 203 17.7090 ( 0.00%) 17.4287 ( 1.58%) 16.9330 ( 4.38%)
Amean 234 19.4380 ( 0.00%) 19.6747 ( -1.22%) 19.5393 ( -0.52%)
Amean 265 24.2407 ( 0.00%) 22.7170 ( 6.29%) 21.4700 * 11.43%*
Amean 296 26.5937 ( 0.00%) 26.4057 ( 0.71%) 24.2627 * 8.77%*
Ops SIS Search Efficiency 16.54 27.49 27.60
Ops SIS Domain Search Eff 16.34 27.18 27.23
Ops SIS Fast Success Rate 1.41 1.52 1.84
Ops SIS Success Rate 2.21 2.87 3.46
[noisy]
vanilla filter balancer
Amean 1 0.3097 ( 0.00%) 0.3373 * -8.93%* 0.3140 ( -1.40%)
Amean 4 0.7730 ( 0.00%) 0.7870 ( -1.81%) 0.7500 * 2.98%*
Amean 7 0.9580 ( 0.00%) 0.9520 ( 0.63%) 0.9270 ( 3.24%)
Amean 12 1.4840 ( 0.00%) 1.4103 ( 4.96%) 1.3970 * 5.86%*
Amean 21 3.4623 ( 0.00%) 3.1507 * 9.00%* 3.1517 * 8.97%*
Amean 30 6.1033 ( 0.00%) 5.6037 ( 8.19%) 5.7150 ( 6.36%)
Amean 48 8.9833 ( 0.00%) 8.6097 * 4.16%* 8.5367 * 4.97%*
Amean 79 11.0237 ( 0.00%) 9.5840 * 13.06%* 9.7860 * 11.23%*
Amean 110 12.4213 ( 0.00%) 10.9570 * 11.79%* 10.5110 * 15.38%*
Amean 141 13.4703 ( 0.00%) 12.5320 * 6.97%* 12.4137 ( 7.84%)
Amean 172 17.0973 ( 0.00%) 15.6843 * 8.26%* 14.6183 * 14.50%*
Amean 203 18.8867 ( 0.00%) 17.3487 * 8.14%* 17.8260 * 5.62%*
Amean 234 22.0430 ( 0.00%) 19.8977 * 9.73%* 19.6240 * 10.97%*
Amean 265 23.9877 ( 0.00%) 21.9163 * 8.63%* 22.5933 ( 5.81%)
Amean 296 27.1667 ( 0.00%) 25.2857 ( 6.92%) 23.8423 * 12.24%*
Ops SIS Search Efficiency 16.57 27.57 28.04
Ops SIS Domain Search Eff 16.29 27.11 27.50
Ops SIS Fast Success Rate 2.06 2.29 2.67
Ops SIS Success Rate 3.11 4.04 4.47
d) hackbench-thread-sockets
[quiet]
vanilla filter balancer
Amean 1 0.5773 ( 0.00%) 0.5767 ( 0.12%) 0.5723 ( 0.87%)
Amean 4 1.5083 ( 0.00%) 1.5117 ( -0.22%) 1.5027 ( 0.38%)
Amean 7 2.5453 ( 0.00%) 2.5890 * -1.72%* 2.5823 * -1.45%*
Amean 12 4.2763 ( 0.00%) 4.3357 * -1.39%* 4.3203 * -1.03%*
Amean 21 7.2050 ( 0.00%) 7.3777 * -2.40%* 7.2923 * -1.21%*
Amean 30 10.1203 ( 0.00%) 10.3367 * -2.14%* 10.2107 * -0.89%*
Amean 48 16.0403 ( 0.00%) 16.3427 * -1.88%* 16.1080 ( -0.42%)
Amean 79 27.0260 ( 0.00%) 27.2193 ( -0.72%) 26.7280 * 1.10%*
Amean 110 37.4073 ( 0.00%) 38.1427 * -1.97%* 37.7580 * -0.94%*
Amean 141 47.7927 ( 0.00%) 48.7607 * -2.03%* 48.5797 * -1.65%*
Amean 172 58.1860 ( 0.00%) 59.5697 * -2.38%* 58.7377 * -0.95%*
Amean 203 68.6033 ( 0.00%) 70.6163 * -2.93%* 69.0957 * -0.72%*
Amean 234 79.2923 ( 0.00%) 81.1143 * -2.30%* 79.9310 * -0.81%*
Amean 265 89.6240 ( 0.00%) 91.8750 * -2.51%* 90.4663 * -0.94%*
Amean 296 100.2680 ( 0.00%) 102.9560 * -2.68%* 101.0817 * -0.81%*
Ops SIS Search Efficiency 16.58 25.34 24.62
Ops SIS Domain Search Eff 16.12 24.59 23.81
Ops SIS Fast Success Rate 3.30 3.91 4.33
Ops SIS Success Rate 3.99 5.77 7.09
[noisy]
vanilla filter balancer
Amean 1 0.6607 ( 0.00%) 0.7033 * -6.46%* 0.6727 ( -1.82%)
Amean 4 1.6270 ( 0.00%) 1.6507 * -1.45%* 1.5457 * 5.00%*
Amean 7 2.6850 ( 0.00%) 2.7483 * -2.36%* 2.5850 * 3.72%*
Amean 12 4.5273 ( 0.00%) 4.6250 * -2.16%* 4.2457 * 6.22%*
Amean 21 7.5403 ( 0.00%) 7.6453 ( -1.39%) 7.1340 * 5.39%*
Amean 30 10.4227 ( 0.00%) 10.7350 * -3.00%* 9.9497 * 4.54%*
Amean 48 16.2257 ( 0.00%) 16.9840 * -4.67%* 15.7340 * 3.03%*
Amean 79 27.2820 ( 0.00%) 27.9947 * -2.61%* 25.9023 * 5.06%*
Amean 110 37.9413 ( 0.00%) 40.0053 * -5.44%* 36.9113 * 2.71%*
Amean 141 48.3913 ( 0.00%) 51.3303 * -6.07%* 47.0660 * 2.74%*
Amean 172 58.9597 ( 0.00%) 62.8973 * -6.68%* 57.1193 * 3.12%*
Amean 203 70.1857 ( 0.00%) 74.3620 * -5.95%* 68.0957 * 2.98%*
Amean 234 80.2250 ( 0.00%) 86.1143 * -7.34%* 78.4873 * 2.17%*
Amean 265 91.2950 ( 0.00%) 97.7753 * -7.10%* 88.9163 * 2.61%*
Amean 296 102.1407 ( 0.00%) 109.6700 * -7.37%* 100.2663 * 1.84%*
Ops SIS Search Efficiency 16.57 24.79 25.86
Ops SIS Domain Search Eff 15.80 23.54 24.40
Ops SIS Fast Success Rate 5.55 6.59 7.48
Ops SIS Success Rate 7.20 10.39 11.38
e) schbench
[quiet]
vanilla filter balancer
Lat 50.0th-qrtle-1 5.00 ( 0.00%) 5.00 ( 0.00%) 5.00 ( 0.00%)
Lat 75.0th-qrtle-1 5.00 ( 0.00%) 5.00 ( 0.00%) 5.00 ( 0.00%)
Lat 90.0th-qrtle-1 5.00 ( 0.00%) 5.00 ( 0.00%) 5.00 ( 0.00%)
Lat 95.0th-qrtle-1 6.00 ( 0.00%) 6.00 ( 0.00%) 5.00 ( 16.67%)
Lat 99.0th-qrtle-1 6.00 ( 0.00%) 7.00 ( -16.67%) 6.00 ( 0.00%)
Lat 99.5th-qrtle-1 7.00 ( 0.00%) 8.00 ( -14.29%) 6.00 ( 14.29%)
Lat 99.9th-qrtle-1 8.00 ( 0.00%) 12.00 ( -50.00%) 6.00 ( 25.00%)
Lat 50.0th-qrtle-2 6.00 ( 0.00%) 6.00 ( 0.00%) 6.00 ( 0.00%)
Lat 75.0th-qrtle-2 6.00 ( 0.00%) 6.00 ( 0.00%) 7.00 ( -16.67%)
Lat 90.0th-qrtle-2 7.00 ( 0.00%) 7.00 ( 0.00%) 7.00 ( 0.00%)
Lat 95.0th-qrtle-2 7.00 ( 0.00%) 7.00 ( 0.00%) 7.00 ( 0.00%)
Lat 99.0th-qrtle-2 8.00 ( 0.00%) 8.00 ( 0.00%) 8.00 ( 0.00%)
Lat 99.5th-qrtle-2 9.00 ( 0.00%) 8.00 ( 11.11%) 9.00 ( 0.00%)
Lat 99.9th-qrtle-2 9.00 ( 0.00%) 9.00 ( 0.00%) 9.00 ( 0.00%)
Lat 50.0th-qrtle-4 9.00 ( 0.00%) 8.00 ( 11.11%) 8.00 ( 11.11%)
Lat 75.0th-qrtle-4 10.00 ( 0.00%) 10.00 ( 0.00%) 10.00 ( 0.00%)
Lat 90.0th-qrtle-4 11.00 ( 0.00%) 11.00 ( 0.00%) 11.00 ( 0.00%)
Lat 95.0th-qrtle-4 12.00 ( 0.00%) 12.00 ( 0.00%) 11.00 ( 8.33%)
Lat 99.0th-qrtle-4 13.00 ( 0.00%) 13.00 ( 0.00%) 13.00 ( 0.00%)
Lat 99.5th-qrtle-4 14.00 ( 0.00%) 14.00 ( 0.00%) 14.00 ( 0.00%)
Lat 99.9th-qrtle-4 16.00 ( 0.00%) 16.00 ( 0.00%) 16.00 ( 0.00%)
Lat 50.0th-qrtle-8 13.00 ( 0.00%) 12.00 ( 7.69%) 12.00 ( 7.69%)
Lat 75.0th-qrtle-8 16.00 ( 0.00%) 15.00 ( 6.25%) 16.00 ( 0.00%)
Lat 90.0th-qrtle-8 18.00 ( 0.00%) 17.00 ( 5.56%) 18.00 ( 0.00%)
Lat 95.0th-qrtle-8 19.00 ( 0.00%) 18.00 ( 5.26%) 18.00 ( 5.26%)
Lat 99.0th-qrtle-8 23.00 ( 0.00%) 21.00 ( 8.70%) 20.00 ( 13.04%)
Lat 99.5th-qrtle-8 24.00 ( 0.00%) 23.00 ( 4.17%) 22.00 ( 8.33%)
Lat 99.9th-qrtle-8 29.00 ( 0.00%) 25.00 ( 13.79%) 26.00 ( 10.34%)
Lat 50.0th-qrtle-16 20.00 ( 0.00%) 21.00 ( -5.00%) 20.00 ( 0.00%)
Lat 75.0th-qrtle-16 27.00 ( 0.00%) 28.00 ( -3.70%) 27.00 ( 0.00%)
Lat 90.0th-qrtle-16 32.00 ( 0.00%) 33.00 ( -3.12%) 31.00 ( 3.12%)
Lat 95.0th-qrtle-16 33.00 ( 0.00%) 35.00 ( -6.06%) 33.00 ( 0.00%)
Lat 99.0th-qrtle-16 38.00 ( 0.00%) 40.00 ( -5.26%) 38.00 ( 0.00%)
Lat 99.5th-qrtle-16 40.00 ( 0.00%) 42.00 ( -5.00%) 41.00 ( -2.50%)
Lat 99.9th-qrtle-16 43.00 ( 0.00%) 49.00 ( -13.95%) 50.00 ( -16.28%)
Lat 50.0th-qrtle-32 38.00 ( 0.00%) 37.00 ( 2.63%) 36.00 ( 5.26%)
Lat 75.0th-qrtle-32 55.00 ( 0.00%) 54.00 ( 1.82%) 53.00 ( 3.64%)
Lat 90.0th-qrtle-32 65.00 ( 0.00%) 64.00 ( 1.54%) 62.00 ( 4.62%)
Lat 95.0th-qrtle-32 69.00 ( 0.00%) 68.00 ( 1.45%) 67.00 ( 2.90%)
Lat 99.0th-qrtle-32 80.00 ( 0.00%) 80.00 ( 0.00%) 76.00 ( 5.00%)
Lat 99.5th-qrtle-32 85.00 ( 0.00%) 90.00 ( -5.88%) 82.00 ( 3.53%)
Lat 99.9th-qrtle-32 93.00 ( 0.00%) 135.00 ( -45.16%) 90.00 ( 3.23%)
Lat 50.0th-qrtle-47 55.00 ( 0.00%) 55.00 ( 0.00%) 53.00 ( 3.64%)
Lat 75.0th-qrtle-47 81.00 ( 0.00%) 81.00 ( 0.00%) 77.00 ( 4.94%)
Lat 90.0th-qrtle-47 97.00 ( 0.00%) 97.00 ( 0.00%) 92.00 ( 5.15%)
Lat 95.0th-qrtle-47 104.00 ( 0.00%) 103.00 ( 0.96%) 99.00 ( 4.81%)
Lat 99.0th-qrtle-47 120.00 ( 0.00%) 120.00 ( 0.00%) 119.00 ( 0.83%)
Lat 99.5th-qrtle-47 131.00 ( 0.00%) 133.00 ( -1.53%) 127.00 ( 3.05%)
Lat 99.9th-qrtle-47 161.00 ( 0.00%) 163.00 ( -1.24%) 165.00 ( -2.48%)
Ops SIS Search Efficiency 83.44 77.01 84.31
Ops SIS Domain Search Eff 4.56 4.11 4.47
Ops SIS Fast Success Rate 99.05 98.72 99.13
Ops SIS Success Rate 99.65 99.54 99.77
[noisy]
vanilla filter balancer
Lat 50.0th-qrtle-1 7.00 ( 0.00%) 8.00 ( -14.29%) 9.00 ( -28.57%)
Lat 75.0th-qrtle-1 8.00 ( 0.00%) 9.00 ( -12.50%) 10.00 ( -25.00%)
Lat 90.0th-qrtle-1 9.00 ( 0.00%) 10.00 ( -11.11%) 11.00 ( -22.22%)
Lat 95.0th-qrtle-1 9.00 ( 0.00%) 11.00 ( -22.22%) 12.00 ( -33.33%)
Lat 99.0th-qrtle-1 11.00 ( 0.00%) 13.00 ( -18.18%) 15.00 ( -36.36%)
Lat 99.5th-qrtle-1 13.00 ( 0.00%) 14.00 ( -7.69%) 18.00 ( -38.46%)
Lat 99.9th-qrtle-1 13.00 ( 0.00%) 14.00 ( -7.69%) 18.00 ( -38.46%)
Lat 50.0th-qrtle-2 9.00 ( 0.00%) 9.00 ( 0.00%) 9.00 ( 0.00%)
Lat 75.0th-qrtle-2 11.00 ( 0.00%) 10.00 ( 9.09%) 11.00 ( 0.00%)
Lat 90.0th-qrtle-2 12.00 ( 0.00%) 11.00 ( 8.33%) 12.00 ( 0.00%)
Lat 95.0th-qrtle-2 13.00 ( 0.00%) 12.00 ( 7.69%) 14.00 ( -7.69%)
Lat 99.0th-qrtle-2 15.00 ( 0.00%) 15.00 ( 0.00%) 15.00 ( 0.00%)
Lat 99.5th-qrtle-2 15.00 ( 0.00%) 17.00 ( -13.33%) 16.00 ( -6.67%)
Lat 99.9th-qrtle-2 17.00 ( 0.00%) 19.00 ( -11.76%) 21.00 ( -23.53%)
Lat 50.0th-qrtle-4 12.00 ( 0.00%) 12.00 ( 0.00%) 12.00 ( 0.00%)
Lat 75.0th-qrtle-4 14.00 ( 0.00%) 15.00 ( -7.14%) 14.00 ( 0.00%)
Lat 90.0th-qrtle-4 16.00 ( 0.00%) 17.00 ( -6.25%) 16.00 ( 0.00%)
Lat 95.0th-qrtle-4 17.00 ( 0.00%) 18.00 ( -5.88%) 16.00 ( 5.88%)
Lat 99.0th-qrtle-4 20.00 ( 0.00%) 20.00 ( 0.00%) 19.00 ( 5.00%)
Lat 99.5th-qrtle-4 21.00 ( 0.00%) 20.00 ( 4.76%) 21.00 ( 0.00%)
Lat 99.9th-qrtle-4 26.00 ( 0.00%) 21.00 ( 19.23%) 22.00 ( 15.38%)
Lat 50.0th-qrtle-8 17.00 ( 0.00%) 16.00 ( 5.88%) 17.00 ( 0.00%)
Lat 75.0th-qrtle-8 22.00 ( 0.00%) 21.00 ( 4.55%) 21.00 ( 4.55%)
Lat 90.0th-qrtle-8 26.00 ( 0.00%) 24.00 ( 7.69%) 25.00 ( 3.85%)
Lat 95.0th-qrtle-8 28.00 ( 0.00%) 25.00 ( 10.71%) 26.00 ( 7.14%)
Lat 99.0th-qrtle-8 32.00 ( 0.00%) 29.00 ( 9.38%) 29.00 ( 9.38%)
Lat 99.5th-qrtle-8 34.00 ( 0.00%) 31.00 ( 8.82%) 31.00 ( 8.82%)
Lat 99.9th-qrtle-8 42.00 ( 0.00%) 34.00 ( 19.05%) 35.00 ( 16.67%)
Lat 50.0th-qrtle-16 29.00 ( 0.00%) 30.00 ( -3.45%) 27.00 ( 6.90%)
Lat 75.0th-qrtle-16 40.00 ( 0.00%) 41.00 ( -2.50%) 37.00 ( 7.50%)
Lat 90.0th-qrtle-16 46.00 ( 0.00%) 49.00 ( -6.52%) 43.00 ( 6.52%)
Lat 95.0th-qrtle-16 49.00 ( 0.00%) 53.00 ( -8.16%) 46.00 ( 6.12%)
Lat 99.0th-qrtle-16 55.00 ( 0.00%) 59.00 ( -7.27%) 52.00 ( 5.45%)
Lat 99.5th-qrtle-16 57.00 ( 0.00%) 62.00 ( -8.77%) 55.00 ( 3.51%)
Lat 99.9th-qrtle-16 63.00 ( 0.00%) 84.00 ( -33.33%) 62.00 ( 1.59%)
Lat 50.0th-qrtle-32 48.00 ( 0.00%) 49.00 ( -2.08%) 49.00 ( -2.08%)
Lat 75.0th-qrtle-32 69.00 ( 0.00%) 70.00 ( -1.45%) 70.00 ( -1.45%)
Lat 90.0th-qrtle-32 83.00 ( 0.00%) 87.00 ( -4.82%) 85.00 ( -2.41%)
Lat 95.0th-qrtle-32 90.00 ( 0.00%) 96.00 ( -6.67%) 91.00 ( -1.11%)
Lat 99.0th-qrtle-32 102.00 ( 0.00%) 110.00 ( -7.84%) 104.00 ( -1.96%)
Lat 99.5th-qrtle-32 107.00 ( 0.00%) 115.00 ( -7.48%) 109.00 ( -1.87%)
Lat 99.9th-qrtle-32 112.00 ( 0.00%) 151.00 ( -34.82%) 118.00 ( -5.36%)
Lat 50.0th-qrtle-47 64.00 ( 0.00%) 64.00 ( 0.00%) 66.00 ( -3.12%)
Lat 75.0th-qrtle-47 93.00 ( 0.00%) 92.00 ( 1.08%) 96.00 ( -3.23%)
Lat 90.0th-qrtle-47 113.00 ( 0.00%) 110.00 ( 2.65%) 116.00 ( -2.65%)
Lat 95.0th-qrtle-47 126.00 ( 0.00%) 122.00 ( 3.17%) 126.00 ( 0.00%)
Lat 99.0th-qrtle-47 159.00 ( 0.00%) 137.00 ( 13.84%) 143.00 ( 10.06%)
Lat 99.5th-qrtle-47 231.00 ( 0.00%) 144.00 ( 37.66%) 152.00 ( 34.20%)
Lat 99.9th-qrtle-47 9136.00 ( 0.00%) 181.00 ( 98.02%) 1190.00 ( 86.97%)
Ops SIS Search Efficiency 94.62 94.47 94.79
Ops SIS Domain Search Eff 15.30 14.91 15.31
Ops SIS Fast Success Rate 98.97 98.97 99.01
Ops SIS Success Rate 99.98 99.98 99.99
f) tbench4 Throughput
[quiet]
vanilla filter balancer
Hmean 1 287.90 ( 0.00%) 290.20 * 0.80%* 296.20 * 2.88%*
Hmean 2 582.58 ( 0.00%) 586.96 * 0.75%* 599.12 * 2.84%*
Hmean 4 1151.83 ( 0.00%) 1165.32 * 1.17%* 1181.72 * 2.60%*
Hmean 8 2317.84 ( 0.00%) 2311.67 * -0.27%* 2344.42 * 1.15%*
Hmean 16 4530.15 ( 0.00%) 4555.04 * 0.55%* 4561.38 * 0.69%*
Hmean 32 7643.04 ( 0.00%) 7644.20 ( 0.02%) 7707.31 * 0.84%*
Hmean 64 9310.48 ( 0.00%) 9664.41 * 3.80%* 9615.94 * 3.28%*
Hmean 128 21837.26 ( 0.00%) 13628.90 * -37.59%* 15996.13 * -26.75%*
Hmean 256 20789.62 ( 0.00%) 22550.77 * 8.47%* 22776.78 * 9.56%*
Hmean 384 19329.85 ( 0.00%) 19786.13 * 2.36%* 17499.33 * -9.47%*
Ops SIS Search Efficiency 22.09 23.39 23.54
Ops SIS Domain Search Eff 14.64 14.78 14.96
Ops SIS Fast Success Rate 39.51 43.21 42.87
Ops SIS Success Rate 45.19 57.62 54.69
[noisy]
vanilla filter balancer
Hmean 1 275.05 ( 0.00%) 275.66 * 0.22%* 276.99 * 0.70%*
Hmean 2 543.31 ( 0.00%) 548.55 * 0.97%* 549.71 * 1.18%*
Hmean 4 1077.41 ( 0.00%) 1082.60 * 0.48%* 1090.07 * 1.18%*
Hmean 8 2119.68 ( 0.00%) 2140.60 * 0.99%* 2133.47 * 0.65%*
Hmean 16 3914.25 ( 0.00%) 3938.84 * 0.63%* 3914.42 ( 0.00%)
Hmean 32 6574.06 ( 0.00%) 6650.66 * 1.17%* 6622.36 * 0.73%*
Hmean 64 8757.89 ( 0.00%) 9047.06 * 3.30%* 8987.00 * 2.62%*
Hmean 128 20533.22 ( 0.00%) 15573.19 * -24.16%* 20746.83 * 1.04%*
Hmean 256 20194.51 ( 0.00%) 18961.24 * -6.11%* 20115.34 * -0.39%*
Hmean 384 17552.64 ( 0.00%) 17949.46 * 2.26%* 19796.18 * 12.78%*
Ops SIS Search Efficiency 22.30 25.21 28.33
Ops SIS Domain Search Eff 14.87 16.69 19.60
Ops SIS Fast Success Rate 39.15 40.58 38.35
Ops SIS Success Rate 43.88 49.88 43.08
g) netperf-udp
[quiet]
vanilla filter balancer
Hmean send-64 184.86 ( 0.00%) 182.76 * -1.14%* 185.78 ( 0.50%)
Hmean send-128 368.11 ( 0.00%) 362.97 * -1.40%* 371.56 ( 0.94%)
Hmean send-256 730.95 ( 0.00%) 717.07 * -1.90%* 728.71 ( -0.31%)
Hmean send-1024 2804.94 ( 0.00%) 2782.30 * -0.81%* 2825.97 ( 0.75%)
Hmean send-2048 5355.49 ( 0.00%) 5228.70 * -2.37%* 5370.87 ( 0.29%)
Hmean send-3312 8235.83 ( 0.00%) 8247.11 ( 0.14%) 8298.53 ( 0.76%)
Hmean send-4096 9916.04 ( 0.00%) 10012.30 * 0.97%* 10086.82 * 1.72%*
Hmean send-8192 16743.15 ( 0.00%) 16847.61 ( 0.62%) 16856.65 ( 0.68%)
Hmean send-16384 26512.04 ( 0.00%) 26512.69 ( 0.00%) 26537.69 ( 0.10%)
Hmean recv-64 184.86 ( 0.00%) 182.76 * -1.14%* 185.78 ( 0.50%)
Hmean recv-128 368.11 ( 0.00%) 362.97 * -1.40%* 371.56 ( 0.94%)
Hmean recv-256 730.95 ( 0.00%) 717.07 * -1.90%* 728.71 ( -0.31%)
Hmean recv-1024 2804.94 ( 0.00%) 2782.30 * -0.81%* 2825.97 ( 0.75%)
Hmean recv-2048 5355.49 ( 0.00%) 5228.70 * -2.37%* 5370.87 ( 0.29%)
Hmean recv-3312 8235.83 ( 0.00%) 8247.11 ( 0.14%) 8298.53 ( 0.76%)
Hmean recv-4096 9916.04 ( 0.00%) 10012.30 * 0.97%* 10086.78 * 1.72%*
Hmean recv-8192 16743.10 ( 0.00%) 16847.59 ( 0.62%) 16856.55 ( 0.68%)
Hmean recv-16384 26512.04 ( 0.00%) 26512.68 ( 0.00%) 26537.69 ( 0.10%)
Ops SIS Search Efficiency 100.00 100.00 100.00
Ops SIS Domain Search Eff 20.00 23.09 24.32
Ops SIS Fast Success Rate 100.00 100.00 100.00
Ops SIS Success Rate 100.00 100.00 100.00
[noisy]
vanilla filter balancer
Hmean send-64 180.48 ( 0.00%) 181.99 ( 0.84%) 182.52 ( 1.13%)
Hmean send-128 350.18 ( 0.00%) 360.14 * 2.85%* 367.83 * 5.04%*
Hmean send-256 708.12 ( 0.00%) 707.57 ( -0.08%) 723.46 * 2.17%*
Hmean send-1024 2752.72 ( 0.00%) 2757.50 ( 0.17%) 2781.04 ( 1.03%)
Hmean send-2048 5218.99 ( 0.00%) 5127.64 ( -1.75%) 5332.42 * 2.17%*
Hmean send-3312 8037.54 ( 0.00%) 8054.75 ( 0.21%) 8179.42 ( 1.77%)
Hmean send-4096 9834.51 ( 0.00%) 9782.38 ( -0.53%) 9901.92 ( 0.69%)
Hmean send-8192 15947.03 ( 0.00%) 16072.71 ( 0.79%) 16700.60 * 4.73%*
Hmean send-16384 25479.72 ( 0.00%) 24922.78 ( -2.19%) 25751.27 ( 1.07%)
Hmean recv-64 180.45 ( 0.00%) 181.97 ( 0.84%) 182.49 ( 1.13%)
Hmean recv-128 350.10 ( 0.00%) 360.06 * 2.84%* 367.78 * 5.05%*
Hmean recv-256 707.73 ( 0.00%) 707.27 ( -0.06%) 723.00 * 2.16%*
Hmean recv-1024 2750.10 ( 0.00%) 2755.09 ( 0.18%) 2778.95 ( 1.05%)
Hmean recv-2048 5213.28 ( 0.00%) 5121.07 ( -1.77%) 5326.50 * 2.17%*
Hmean recv-3312 8026.50 ( 0.00%) 8045.41 ( 0.24%) 8172.19 ( 1.82%)
Hmean recv-4096 9821.89 ( 0.00%) 9769.07 ( -0.54%) 9889.91 ( 0.69%)
Hmean recv-8192 15922.95 ( 0.00%) 16052.20 ( 0.81%) 16679.50 * 4.75%*
Hmean recv-16384 25441.27 ( 0.00%) 24876.79 ( -2.22%) 25706.80 ( 1.04%)
Ops SIS Search Efficiency 98.46 98.50 98.41
Ops SIS Domain Search Eff 24.87 24.95 24.91
Ops SIS Fast Success Rate 99.48 99.50 99.46
Ops SIS Success Rate 100.00 100.00 100.00
h) netperf-tcp
[quiet]
vanilla filter balancer
Hmean 64 839.51 ( 0.00%) 831.51 ( -0.95%) 869.34 * 3.55%*
Hmean 128 1629.70 ( 0.00%) 1635.25 ( 0.34%) 1692.19 * 3.83%*
Hmean 256 3046.92 ( 0.00%) 3019.34 * -0.91%* 3106.67 * 1.96%*
Hmean 1024 10164.80 ( 0.00%) 10023.82 ( -1.39%) 10317.10 * 1.50%*
Hmean 2048 16942.50 ( 0.00%) 16519.73 * -2.50%* 17435.42 * 2.91%*
Hmean 3312 21379.01 ( 0.00%) 21065.52 * -1.47%* 21642.12 * 1.23%*
Hmean 4096 23452.47 ( 0.00%) 23539.17 ( 0.37%) 23987.73 * 2.28%*
Hmean 8192 29084.04 ( 0.00%) 28763.16 * -1.10%* 29710.51 * 2.15%*
Hmean 16384 33512.05 ( 0.00%) 33124.21 * -1.16%* 34055.83 * 1.62%*
Ops SIS Search Efficiency 100.00 100.00 100.00
Ops SIS Domain Search Eff 18.08 21.82 25.44
Ops SIS Fast Success Rate 100.00 100.00 100.00
Ops SIS Success Rate 100.00 100.00 100.00
[noisy]
vanilla filter balancer
Hmean 64 868.21 ( 0.00%) 833.12 * -4.04%* 805.06 * -7.27%*
Hmean 128 1657.75 ( 0.00%) 1608.11 * -2.99%* 1554.89 * -6.20%*
Hmean 256 3093.27 ( 0.00%) 2953.87 * -4.51%* 2950.83 * -4.60%*
Hmean 1024 10168.94 ( 0.00%) 9589.55 * -5.70%* 9712.72 * -4.49%*
Hmean 2048 16539.60 ( 0.00%) 16031.40 * -3.07%* 15902.98 * -3.85%*
Hmean 3312 20710.95 ( 0.00%) 20174.85 * -2.59%* 20144.92 * -2.73%*
Hmean 4096 22728.08 ( 0.00%) 22633.01 ( -0.42%) 22419.51 ( -1.36%)
Hmean 8192 28017.31 ( 0.00%) 27761.16 ( -0.91%) 27667.10 ( -1.25%)
Hmean 16384 32314.91 ( 0.00%) 32084.40 ( -0.71%) 32090.03 ( -0.70%)
Ops SIS Search Efficiency 97.95 98.04 98.01
Ops SIS Domain Search Eff 24.72 24.73 24.71
Ops SIS Fast Success Rate 99.31 99.34 99.33
Ops SIS Success Rate 100.00 100.00 100.00
Conclusion
==========
The results didn't show a global win, but the balancer did outperform vanilla in
lots of the benchmarks both in quiet and noisy environment. The SIS filter makes
SIS more efficient as expected, and the balancer does even better by making the
overloaded cpu mask more accurate.
The only obvious regression is netperf-tcp in noisy environment, and I haven't
yet figured out why, and the more interesting thing is that the netperf/tbench
results on another machine (used in my patch v1) showed a suspicious 50%~90%
improvement by this patch series. It might be worthy of digging deeper.
Comments and tests are appreciated!
---
v2:
- several optimizations on sched-idle balancing
- ignore asym topos in can_migrate_task
- add more benchmarks including SIS efficiency
- re-organize patch as suggested by Mel
v1 can be found at [2].
[1] https://lore.kernel.org/lkml/20210726102247.21437-2-mgorman@techsingularity.net/
[2] https://lore.kernel.org/lkml/20220217154403.6497-5-wuyun.abel@bytedance.com/
Abel Wu (2):
sched/fair: filter out overloaded cpus in SIS
sched/fair: introduce sched-idle balance
include/linux/sched/idle.h | 1 +
include/linux/sched/topology.h | 12 +++
kernel/sched/core.c | 2 +
kernel/sched/fair.c | 210 +++++++++++++++++++++++++++++++++++++++--
kernel/sched/sched.h | 8 ++
kernel/sched/topology.c | 4 +-
6 files changed, 228 insertions(+), 9 deletions(-)
--
2.11.0
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