Jeff Moyer <jmoyer@xxxxxxxxxx> writes:
> Mikulas Patocka <mpatocka@xxxxxxxxxx> writes:
>> I would be interested if other people did performance testing of the
>> patches too.
>
> I'll do some testing next week, but don't expect to get to it before
> Wednesday.
Sorry for taking so long on this. I managed to get access to an 80cpu
(160 threads) system with 1TB of memory. I installed a pcie ssd into
this machine and did some testing against the raw block device.
I've attached the fio job file I used. Basically, I tested sequential
reads, sequential writes, random reads, random writes, and then a mix of
sequential reads and writes, and a mix of random reads and writes. All
tests used direct I/O to the block device, and each number shown is an
average of 5 runs. I had to pin the fio processes to the same numa node
as the pcie adapter in order to get low run-to-run variations. Because
of the numa factor, I was unable to get reliable results running
processes against all of the 160 threads on the system. The runs below
have 4 processes, each pushing a queue depth of 1024.
So, on to the results. I haven't fully investigated them yet, but I
plan to as they are rather surprising.
The first patch in the series simply adds a semaphore to the
block_device structure. Mikulas, you had mentioned that this managed to
have a large effect on your test load. In my case, this didn't seem to
make any difference at all:
3.6.0-rc5+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 748522 187130 44864 16.34 60.65 3799440.00
read1 690615 172653 48602 0 0 0 13.45 61.42 4044720.00
randwrite1 0 0 0 716406 179101 46839 29.03 52.79 3151140.00
randread1 683466 170866 49108 0 0 0 25.92 54.67 3081610.00
readwrite1 377518 94379 44450 377645 94410 44450 15.49 64.32 3139240.00
randrw1 355815 88953 47178 355733 88933 47178 27.96 54.24 2944570.00
3.6.0-rc5.mikulas.1+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 764037 191009 43925 17.14 60.15 3536950.00
read1 696880 174220 48152 0 0 0 13.90 61.74 3710168.00
randwrite1 0 0 0 737331 184332 45511 29.82 52.71 2869440.00
randread1 689319 172329 48684 0 0 0 26.38 54.58 2927411.00
readwrite1 387651 96912 43294 387799 96949 43294 16.06 64.92 2814340.00
randrw1 360298 90074 46591 360304 90075 46591 28.53 54.10 2793120.00
%diff
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 0 0 0 0.00 0.00 -6.91
read1 0 0 0 0 0 0 0.00 0.00 -8.27
randwrite1 0 0 0 0 0 0 0.00 0.00 -8.94
randread1 0 0 0 0 0 0 0.00 0.00 -5.00
readwrite1 0 0 0 0 0 0 0.00 0.00 -10.35
randrw1 0 0 0 0 0 0 0.00 0.00 -5.14
The headings are:
BW = bandwidth in KB/s
IOPS = I/Os per second
msec = number of miliseconds the run took (smaller is better)
usr = %user time
sys = %system time
csw = context switches
The first two tables show the results of each run. In this case, the
first is the unpatched kernel, and the second is the one with the
block_device structure change. The third table is the % difference
between the two. A positive number indicates the second run had a
larger average than the first. I found that the context switch rate was
rather unpredictable, so I really should have just left that out of the
reporting.
As you can see, adding a member to struct block_device did not really
change the results.
Next up is the patch that actually uses the rw semaphore to protect
access to the block size. Here are the results:
3.6.0-rc5.mikulas.1+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 764037 191009 43925 17.14 60.15 3536950.00
read1 696880 174220 48152 0 0 0 13.90 61.74 3710168.00
randwrite1 0 0 0 737331 184332 45511 29.82 52.71 2869440.00
randread1 689319 172329 48684 0 0 0 26.38 54.58 2927411.00
readwrite1 387651 96912 43294 387799 96949 43294 16.06 64.92 2814340.00
randrw1 360298 90074 46591 360304 90075 46591 28.53 54.10 2793120.00
3.6.0-rc5.mikulas.2+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 816713 204178 41108 16.60 62.06 3159574.00
read1 749437 187359 44800 0 0 0 13.91 63.69 3190050.00
randwrite1 0 0 0 747534 186883 44941 29.96 53.23 2617590.00
randread1 734627 183656 45699 0 0 0 27.02 56.27 2403191.00
readwrite1 396113 99027 42397 396120 99029 42397 14.50 63.21 3460140.00
randrw1 374408 93601 44806 374556 93638 44806 28.46 54.33 2688985.00
%diff
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 6 6 -6 0.00 0.00 -10.67
read1 7 7 -6 0 0 0 0.00 0.00 -14.02
randwrite1 0 0 0 0 0 0 0.00 0.00 -8.78
randread1 6 6 -6 0 0 0 0.00 0.00 -17.91
readwrite1 0 0 0 0 0 0 -9.71 0.00 22.95
randrw1 0 0 0 0 0 0 0.00 0.00 0.00
As you can see, there were modest gains in write, read, and randread.
This is somewhat unexpected, as you would think that introducing locking
would not *help* performance! Investigating the standard deviations for
each set of 5 runs shows that the performance difference is significant
(the standard deviation is reported as a percentage of the average):
This is a table of standard deviations for the 5 runs comprising the
above average with this kernel: 3.6.0-rc5.mikulas.1+
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 1 1 1 2.99 1.27 9.10
read1 0 0 0 0 0 0 2.12 0.53 5.03
randwrite1 0 0 0 0 0 0 1.25 0.49 5.52
randread1 1 1 1 0 0 0 1.81 1.18 10.04
readwrite1 2 2 2 2 2 2 11.35 1.86 26.83
randrw1 2 2 2 2 2 2 4.01 2.71 22.72
And here are the standard deviations for the .2+ kernel:
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 2 2 2 3.33 2.95 7.88
read1 2 2 2 0 0 0 6.44 2.30 19.27
randwrite1 0 0 0 3 3 3 0.18 0.52 1.71
randread1 2 2 2 0 0 0 3.72 2.34 23.70
readwrite1 3 3 3 3 3 3 3.35 2.61 7.38
randrw1 1 1 1 1 1 1 1.80 1.00 9.73
Next, we'll move on to the third patch in the series, which converts the
rw semaphore to a per-cpu semaphore.
3.6.0-rc5.mikulas.2+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 816713 204178 41108 16.60 62.06 3159574.00
read1 749437 187359 44800 0 0 0 13.91 63.69 3190050.00
randwrite1 0 0 0 747534 186883 44941 29.96 53.23 2617590.00
randread1 734627 183656 45699 0 0 0 27.02 56.27 2403191.00
readwrite1 396113 99027 42397 396120 99029 42397 14.50 63.21 3460140.00
randrw1 374408 93601 44806 374556 93638 44806 28.46 54.33 2688985.00
3.6.0-rc5.mikulas.3+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 870892 217723 38528 17.83 41.57 1697870.00
read1 1430164 357541 23462 0 0 0 14.41 56.00 241315.00
randwrite1 0 0 0 759789 189947 44163 31.48 36.36 1256040.00
randread1 1043830 260958 32146 0 0 0 31.89 44.39 185032.00
readwrite1 692567 173141 24226 692489 173122 24226 18.65 53.64 311255.00
randrw1 501208 125302 33469 501446 125361 33469 35.40 41.61 246391.00
%diff
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 6 6 -6 7.41 -33.02 -46.26
read1 90 90 -47 0 0 0 0.00 -12.07 -92.44
randwrite1 0 0 0 0 0 0 5.07 -31.69 -52.02
randread1 42 42 -29 0 0 0 18.02 -21.11 -92.30
readwrite1 74 74 -42 74 74 -42 28.62 -15.14 -91.00
randrw1 33 33 -25 33 33 -25 24.39 -23.41 -90.84
Wow! Switching to the per-cpu semaphore implementation just boosted the
performance of the I/O path big-time. Note that the system time also
goes down! So, we get better throughput and less system time. This
sounds too good to be true. ;-) Here are the standard deviations
(again, shown as percentages) for the .3+ kernel:
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 0 0 0 0.96 0.19 1.03
read1 0 0 0 0 0 0 1.82 0.24 2.46
randwrite1 0 0 0 0 0 0 0.40 0.39 0.68
randread1 0 0 0 0 0 0 0.53 0.31 2.02
readwrite1 0 0 0 0 0 0 2.73 4.07 33.27
randrw1 1 1 1 1 1 1 0.40 0.10 3.29
Again, there's no slop there, so the results are very reproducible.
Finally, the last patch changes to an rcu-based rw semaphore
implementation. Here are the results for that, as compared with the
previous kernel:
3.6.0-rc5.mikulas.3+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 870892 217723 38528 17.83 41.57 1697870.00
read1 1430164 357541 23462 0 0 0 14.41 56.00 241315.00
randwrite1 0 0 0 759789 189947 44163 31.48 36.36 1256040.00
randread1 1043830 260958 32146 0 0 0 31.89 44.39 185032.00
readwrite1 692567 173141 24226 692489 173122 24226 18.65 53.64 311255.00
randrw1 501208 125302 33469 501446 125361 33469 35.40 41.61 246391.00
3.6.0-rc5.mikulas.4+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 812659 203164 41309 16.80 61.71 3208620.00
read1 739061 184765 45442 0 0 0 14.32 62.85 3375484.00
randwrite1 0 0 0 726971 181742 46192 30.00 52.33 2736270.00
randread1 719040 179760 46683 0 0 0 26.47 54.78 2914080.00
readwrite1 396670 99167 42309 396619 99154 42309 14.91 63.12 3412220.00
randrw1 374790 93697 44766 374807 93701 44766 28.42 54.10 2774690.00
%diff
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 -6 -6 7 -5.78 48.45 88.98
read1 -48 -48 93 0 0 0 0.00 12.23 1298.79
randwrite1 0 0 0 0 0 0 0.00 43.92 117.85
randread1 -31 -31 45 0 0 0 -17.00 23.41 1474.91
readwrite1 -42 -42 74 -42 -42 74 -20.05 17.67 996.28
randrw1 -25 -25 33 -25 -25 33 -19.72 30.02
1026.13
And we've lost a good bit of performance! Talk about
counter-intuitive. Here are the standard deviation numbers:
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 2 2 2 2.96 3.00 6.79
read1 3 3 3 0 0 0 6.52 2.82 21.86
randwrite1 0 0 0 2 2 2 0.71 0.55 4.07
randread1 1 1 1 0 0 0 4.13 2.31 20.12
readwrite1 1 1 1 1 1 1 4.14 2.64 6.12
randrw1 0 0 0 0 0 0 0.59 0.25 2.99
Here is a comparison of the vanilla kernel versus the best performing
patch in this series (patch 3 of 4):
3.6.0-rc5+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 748522 187130 44864 16.34 60.65 3799440.00
read1 690615 172653 48602 0 0 0 13.45 61.42 4044720.00
randwrite1 0 0 0 716406 179101 46839 29.03 52.79 3151140.00
randread1 683466 170866 49108 0 0 0 25.92 54.67 3081610.00
readwrite1 377518 94379 44450 377645 94410 44450 15.49 64.32 3139240.00
randrw1 355815 88953 47178 355733 88933 47178 27.96 54.24 2944570.00
3.6.0-rc5.mikulas.3+-job.fio-run2/output-avg
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 870892 217723 38528 17.83 41.57 1697870.00
read1 1430164 357541 23462 0 0 0 14.41 56.00 241315.00
randwrite1 0 0 0 759789 189947 44163 31.48 36.36 1256040.00
randread1 1043830 260958 32146 0 0 0 31.89 44.39 185032.00
readwrite1 692567 173141 24226 692489 173122 24226 18.65 53.64 311255.00
randrw1 501208 125302 33469 501446 125361 33469 35.40 41.61 246391.00
%diff
READ WRITE CPU
Job Name BW IOPS msec BW IOPS msec usr sys csw
write1 0 0 0 16 16 -14 9.12 -31.46 -55.31
read1 107 107 -51 0 0 0 7.14 -8.82 -94.03
randwrite1 0 0 0 6 6 -5 8.44 -31.12 -60.14
randread1 52 52 -34 0 0 0 23.03 -18.80 -94.00
readwrite1 83 83 -45 83 83 -45 20.40 -16.60 -90.09
randrw1 40 40 -29 40 40 -29 26.61 -23.29 -91.63
Next up, I'm going to get some perf and blktrace data from these runs to
see if I can identify why there is such a drastic change in
performance. I will also attempt to run the tests against a different
vendor's adapter, and maybe against some FC storage if I can set that up.
Cheers,
Jeff
[global]
ioengine=libaio
direct=1
iodepth=1024
iodepth_batch=32
iodepth_batch_complete=1
blocksize=4k
filename=/dev/XXX
size=8g
group_reporting=1
readwrite=write
[write1]
offset=0
[write2]
offset=8g
[write3]
offset=16g
[write4]
offset=24g
[global]
readwrite=read
[read1]
stonewall
offset=0
[read2]
offset=8g
[read3]
offset=16g
[read4]
offset=24g
[global]
readwrite=randwrite
[randwrite1]
stonewall
offset=0
[randwrite2]
offset=8g
[randwrite3]
offset=16g
[randwrite4]
offset=24g
[global]
readwrite=randread
[randread1]
stonewall
offset=0
[randread2]
offset=8g
[randread3]
offset=16g
[randread4]
offset=24g
[global]
readwrite=readwrite
[readwrite1]
stonewall
offset=0
[readwrite2]
offset=8g
[readwrite3]
offset=16g
[readwrite4]
offset=24g
[global]
readwrite=randrw
[randrw1]
stonewall
offset=0
[randrw2]
offset=8g
[randrw3]
offset=16g
[randrw4]
offset=24g
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