A test of Apache Spark data analytics engine that uses the TPC DS data set. There are a variety of different scale factors and I picked the smallest (1GB) one. Looks like many independent processes starting up and competing with each other
Topdown profile has a somewhat uniform pattern with frontend stalls highest followed by backend stalls and then retirement.
AMD metrics form a composite which is about 1/3 of the cores, little foating point and a balance of backend stalls and frontend stalls.
elapsed 2563.010
on_cpu 0.347 # 5.55 / 16 cores
utime 13088.108
stime 1132.235
nvcsw 34528841 # 98.13%
nivcsw 656860 # 1.87%
inblock 1368 # 0.53/sec
onblock 26056320 # 10166.30/sec
cpu-clock 14173328377310 # 14173.328 seconds
task-clock 14189916738191 # 14189.917 seconds
page faults 158178697 # 11147.260/sec
context switches 35050820 # 2470.122/sec
cpu migrations 2945275 # 207.561/sec
major page faults 1436 # 0.101/sec
minor page faults 157988844 # 11133.881/sec
alignment faults 0 # 0.000/sec
emulation faults 0 # 0.000/sec
branches 12995948902169 # 185.390 branches per 1000 inst
branch misses 417670677207 # 3.21% branch miss
conditional 10044939074422 # 143.293 conditional branches per 1000 inst
indirect 566999541775 # 8.088 indirect branches per 1000 inst
cpu-cycles 57647593318141 # 1.41 GHz
instructions 69419120566839 # 1.20 IPC
slots 117446980921476 #
retiring 22881925600692 # 19.5% (21.5%)
-- ucode 109782492975 # 0.1%
-- fastpath 22772143107717 # 19.4%
frontend 36918702440536 # 31.4% (34.6%)
-- latency 26967162694608 # 23.0%
-- bandwidth 9951539745928 # 8.5%
backend 39036215082449 # 33.2% (36.6%)
-- cpu 4520009697090 # 3.8%
-- memory 34516205385359 # 29.4%
speculation 7798993306747 # 6.6% ( 7.3%)
-- branch mispredict 7451315350246 # 6.3%
-- pipeline restart 347677956501 # 0.3%
smt-contention 10807946410505 # 9.2% ( 0.0%)
cpu-cycles 57716551544796 # 1.41 GHz
instructions 69428598709591 # 1.20 IPC
instructions 23350152936573 # 42.997 l2 access per 1000 inst
l2 hit from l1 834984325776 # 28.38% l2 miss
l2 miss from l1 197745801865 #
l2 hit from l2 pf 81789552151 #
l3 hit from l2 pf 55741452735 #
l3 miss from l2 pf 31463655952 #
instructions 23335198835565 # 13.720 float per 1000 inst
float 512 31749 # 0.000 AVX-512 per 1000 inst
float 256 11403708 # 0.000 AVX-256 per 1000 inst
float 128 320141829109 # 13.719 AVX-128 per 1000 inst
float MMX 0 # 0.000 MMX per 1000 inst
float scalar 183565 # 0.000 scalar per 1000 inst
instructions 2672443 #
opcache 993535 # 371.770 opcache per 1000 inst
opcache miss 534563 # 53.8% opcache miss rate
l1 dTLB miss 5594 # 2.093 L1 dTLB per 1000 inst
l2 dTLB miss 1205 # 0.451 L2 dTLB per 1000 inst
instructions 2693856 #
icache 1296595 # 481.316 icache per 1000 inst
icache miss 111295 # 8.6% icache miss rate
l1 iTLB miss 14 # 0.005 L1 iTLB per 1000 inst
l2 iTLB miss 0 # 0.000 L2 iTLB per 1000 inst
tlb flush 19 # 0.007 TLB flush per 1000 inst
Intel metrics show memory mostly within L2 and then some DRAM cost as well.
elapsed 8380.999
on_cpu 0.367 # 5.87 / 16 cores
utime 46568.294
stime 2595.034
nvcsw 89112638 # 96.31%
nivcsw 3409464 # 3.69%
inblock 23456 # 2.80/sec
onblock 73436816 # 8762.30/sec
cpu-clock 48919692612351 # 48919.693 seconds
task-clock 48960852673580 # 48960.853 seconds
page faults 487650698 # 9960.012/sec
context switches 92042607 # 1879.922/sec
cpu migrations 10584073 # 216.174/sec
major page faults 7131 # 0.146/sec
minor page faults 486994765 # 9946.615/sec
alignment faults 0 # 0.000/sec
emulation faults 0 # 0.000/sec
branches 39985955251966 # 183.407 branches per 1000 inst
branch misses 1113927239446 # 2.79% branch miss
conditional 39985979802718 # 183.407 conditional branches per 1000 inst
indirect 7765030992667 # 35.616 indirect branches per 1000 inst
slots 481788959997902 #
retiring 148500203514586 # 30.8% (30.8%)
-- ucode 8919898775881 # 1.9%
-- fastpath 139580304738705 # 29.0%
frontend 117129754401196 # 24.3% (24.3%)
-- latency 64557678096631 # 13.4%
-- bandwidth 52572076304565 # 10.9%
backend 126251192178491 # 26.2% (26.2%)
-- cpu 49498446125835 # 10.3%
-- memory 76752746052656 # 15.9%
speculation 91916657497903 # 19.1% (19.1%) high
-- branch mispredict 87201606730124 # 18.1%
-- pipeline restart 4715050767779 # 1.0%
smt-contention 0 # 0.0% ( 0.0%)
cpu-cycles 58345810406384 # 1.31 GHz
instructions 88872102264774 # 1.52 IPC
l2 access 1964322412910 # 38.871 l2 access per 1000 inst
l2 miss 745410590775 # 37.95% l2 miss
cpu-cycles 33006045384859 # 32.2% memory latency
load stalls 9298802699856 # 0.0% l1 bound
l1 miss 9680979924293 # 11.5% l2 bound
l2 miss 5870505592862 # 9.3% l3 bound
l3 miss 2814432069015 # 8.5% dram bound
store_stalls 1340860045301 # 4.1% store bound
Process overview gives us ~230k processes, though there may also be some processes we lost track.
231283 processes
6822 block-manager-s 363562.80 20323.12
4621 block-manager-a 259252.12 14930.26
4896 dispatcher-even 206070.87 11189.59
2651 QueryStageCreat 122596.74 6911.70
2448 shuffle-server- 103236.00 5615.38
2448 shuffle-client- 103235.72 5615.22
2448 map-output-disp 102785.84 5566.39
1428 broadcast-excha 68925.97 3875.49
1212 task-result-get 51194.50 2768.65
918 spark-listener- 38514.06 2083.91
1226 java 25864.45 1415.75
612 com.google.comm 25809.27 1404.07
612 BoneCP-keep-ali 25809.26 1404.04
612 BoneCP-pool-wat 25809.24 1404.04
612 dispatcher-Bloc 25749.49 1396.69
613 Finalizer 12932.19 707.87
612 Common-Cleaner 12932.14 707.81
306 org.apache.hado 12904.67 702.06
306 rpc-boss-3-1 12904.67 702.06
306 Timer-0 12904.66 702.05
306 shuffle-boss-6- 12904.66 702.05
306 derby.rawStoreD 12904.65 702.05
306 rpc-server-4-1 12904.42 701.90
306 rpc-server-4-2 12904.41 701.90
306 rpc-server-4-3 12904.41 701.90
306 rpc-server-4-4 12904.40 701.90
306 rpc-server-4-5 12904.40 701.90
306 rpc-server-4-6 12904.40 701.90
306 rpc-server-4-7 12904.39 701.90
306 rpc-server-4-8 12904.39 701.90
306 rpc-client-1-1 12904.38 701.90
306 rpc-client-1-2 12904.37 701.90
306 rpc-client-1-3 12904.36 701.90
306 rpc-client-1-4 12904.35 701.89
306 rpc-client-1-5 12904.35 701.89
306 rpc-client-1-6 12904.35 701.89
306 rpc-client-1-8 12904.34 701.89
306 rpc-client-1-7 12904.34 701.88
306 Thread-0 12897.83 701.01
306 shutdown-hook-0 12892.03 700.77
306 element-trackin 12883.88 699.94
306 netty-rpc-env-t 12877.76 698.82
306 RemoteBlock-tem 12857.71 696.53
306 dispatcher-Hear 12845.30 695.52
306 heartbeat-recei 12845.18 695.51
306 driver-heartbea 12843.53 695.40
306 executor-kill-m 12842.95 695.38
306 executor-heartb 12838.68 694.78
306 task-starvation 12836.67 694.47
306 task-abort-time 12836.64 694.47
306 dag-scheduler-e 12833.26 694.03
306 context-cleaner 12831.06 693.94
306 SparkUI-54 12829.31 693.76
306 SparkUI-55 12829.03 693.72
306 SparkUI-56 12828.93 693.71
306 SparkUI-57 12828.72 693.69
306 SparkUI-58 12828.59 693.69
306 SparkUI-59 12828.49 693.68
306 SparkUI-60 12828.29 693.67
306 SparkUI-61 12828.03 693.66
306 SparkUI-62 12827.94 693.60
306 SparkUI-63 12827.88 693.59
306 Logging-Cleaner 12803.24 692.52
143 checkPathsExist 11544.07 668.42
21 subquery-0 1248.48 83.33
12 subquery-1 886.46 62.49
306 Thread-1 650.36 58.50
6 subquery-2 438.40 30.78
6 subquery-3 438.40 30.78
3 Thread-623 374.63 19.00
3 Thread-622 374.62 18.99
3 Thread-620 374.48 18.97
3 Thread-621 374.48 18.97
3 Thread-619 374.47 18.97
3 Thread-618 374.45 18.97
3 Thread-616 374.25 18.96
3 Thread-617 374.25 18.96
3 Thread-615 374.24 18.95
3 Thread-614 373.85 18.94
3 Thread-612 373.84 18.94
3 Thread-613 373.84 18.94
3 Thread-611 373.82 18.94
3 Thread-610 373.44 18.90
3 Thread-609 373.43 18.90
3 Thread-607 348.97 18.36
3 Thread-605 348.96 18.36
3 Thread-606 348.82 18.36
3 Thread-608 348.76 18.36
3 Thread-603 348.74 18.36
3 Thread-604 348.60 18.36
3 Thread-598 348.52 18.34
3 Thread-602 348.31 18.36
3 Thread-590 348.31 18.29
3 Thread-599 348.30 18.36
3 Thread-596 348.28 18.34
3 Thread-601 348.11 18.36
3 Thread-600 348.04 18.35
3 Thread-597 348.03 18.30
3 Thread-594 348.01 18.29
3 Thread-589 348.01 18.28
3 Thread-595 348.00 18.27
3 Thread-591 348.00 18.26
3 Thread-592 348.00 18.26
3 Thread-593 348.00 18.26
3 Thread-579 347.99 18.23
3 Thread-582 347.99 18.23
3 Thread-583 347.99 18.23
3 Thread-584 347.99 18.23
3 Thread-586 347.99 18.23
3 Thread-587 347.99 18.23
3 Thread-581 347.99 18.22
3 Thread-588 347.98 18.22
3 Thread-578 347.98 18.21
3 Thread-580 347.97 18.22
3 Thread-585 347.97 18.21
3 Thread-577 347.97 18.20
3 Thread-572 347.97 18.19
3 Thread-573 347.97 18.19
3 Thread-576 347.97 18.19
3 Thread-569 347.97 18.18
3 Thread-574 347.96 18.18
3 Thread-575 347.96 18.18
3 Thread-570 347.95 18.18
3 Thread-571 347.95 18.17
3 Thread-565 347.94 18.16
3 Thread-562 347.93 18.17
3 Thread-563 347.93 18.16
3 Thread-566 347.93 18.16
3 Thread-567 347.93 18.16
3 Thread-568 347.93 18.16
3 Thread-561 347.92 18.16
3 Thread-564 347.92 18.16
3 Thread-560 347.85 18.10
3 Thread-558 346.80 18.05
3 Thread-559 346.80 18.05
3 Thread-557 346.78 18.05
3 Thread-555 346.37 18.00
3 Thread-556 346.37 18.00
3 Thread-553 346.37 17.99
3 Thread-554 346.37 17.99
3 Thread-551 346.11 17.98
3 Thread-552 346.11 17.98
3 Thread-549 343.70 17.91
3 Thread-550 343.70 17.91
3 Thread-547 343.64 17.90
3 Thread-548 343.64 17.90
3 Thread-545 343.63 17.90
3 Thread-546 343.63 17.90
3 Thread-544 343.62 17.89
3 Thread-543 343.59 17.88
3 Thread-542 343.53 17.88
3 Thread-541 343.47 17.87
3 Thread-540 343.25 17.85
3 Thread-539 343.24 17.85
3 Thread-538 343.21 17.85
3 Thread-537 342.66 17.82
3 Thread-536 342.65 17.82
3 Thread-535 342.63 17.81
3 Thread-534 342.61 17.81
3 Thread-532 342.21 17.79
3 Thread-533 342.21 17.79
3 Thread-528 342.12 17.78
3 Thread-529 342.12 17.78
3 Thread-530 342.12 17.78
3 Thread-531 342.12 17.78
3 Thread-526 342.01 17.77
3 Thread-527 342.01 17.77
3 Thread-525 342.00 17.76
3 Thread-524 341.72 17.74
3 Thread-521 341.70 17.74
3 Thread-522 341.70 17.74
3 Thread-523 341.70 17.74
3 Thread-520 341.28 17.72
3 Thread-519 341.26 17.72
3 Thread-518 341.14 17.70
3 Thread-516 341.13 17.69
3 Thread-517 341.13 17.69
3 Thread-515 341.12 17.69
3 Thread-514 340.96 17.67
3 Thread-512 340.95 17.67
3 Thread-513 340.95 17.67
3 Thread-511 340.60 17.65
3 Thread-510 340.58 17.64
3 Thread-509 340.55 17.64
3 Thread-508 340.54 17.64
3 Thread-506 340.22 17.62
3 Thread-507 340.22 17.62
3 Thread-505 339.22 17.59
3 Thread-504 339.18 17.58
3 Thread-503 339.17 17.57
3 Thread-501 339.15 17.57
3 Thread-502 339.15 17.57
3 Thread-500 339.11 17.56
3 Thread-499 339.07 17.56
3 Thread-498 338.93 17.55
3 Thread-497 338.92 17.55
3 Thread-496 338.91 17.54
3 Thread-495 338.52 17.51
3 Thread-494 338.50 17.50
3 Thread-493 338.48 17.50
3 Thread-492 338.45 17.50
3 Thread-491 337.90 17.46
3 Thread-490 337.87 17.46
3 Thread-488 337.71 17.43
3 Thread-489 337.71 17.43
3 Thread-487 337.70 17.43
3 Thread-486 337.69 17.43
3 Thread-485 337.53 17.41
3 Thread-484 337.52 17.41
3 Thread-483 337.51 17.40
3 Thread-482 337.10 17.37
3 Thread-481 337.09 17.37
3 Thread-480 337.08 17.37
3 Thread-479 337.06 17.37
3 Thread-477 336.59 17.35
3 Thread-478 336.59 17.35
3 Thread-474 274.61 16.53
3 Thread-476 274.53 16.53
3 Thread-470 274.41 16.53
3 Thread-471 274.41 16.53
3 Thread-475 274.18 16.53
3 Thread-469 273.96 16.52
3 Thread-472 273.89 16.53
3 Thread-473 273.66 16.53
3 Thread-468 273.27 16.51
3 Thread-465 273.04 16.51
3 Thread-461 273.00 16.52
3 Thread-464 272.78 16.52
3 Thread-463 272.77 16.52
3 Thread-466 272.77 16.52
3 Thread-467 272.76 16.52
3 Thread-462 272.74 16.51
3 Thread-460 272.29 16.49
3 Thread-447 272.25 16.48
3 Thread-450 272.25 16.48
3 Thread-453 272.24 16.48
3 Thread-454 272.24 16.48
3 Thread-455 272.24 16.48
3 Thread-456 272.24 16.48
3 Thread-457 272.24 16.48
3 Thread-458 272.24 16.48
3 Thread-449 272.23 16.47
3 Thread-451 272.23 16.47
3 Thread-452 272.23 16.47
3 Thread-459 272.23 16.47
3 Thread-448 272.23 16.46
3 Thread-445 272.22 16.44
3 Thread-444 272.20 16.44
3 Thread-437 272.20 16.43
3 Thread-438 272.20 16.43
3 Thread-441 272.20 16.43
3 Thread-442 272.20 16.43
3 Thread-443 272.20 16.43
3 Thread-446 272.19 16.44
3 Thread-439 272.19 16.42
3 Thread-435 272.18 16.43
3 Thread-434 272.15 16.38
3 Thread-440 272.14 16.40
3 Thread-436 272.13 16.39
3 Thread-433 272.08 16.34
3 Thread-432 272.06 16.33
3 Thread-431 272.04 16.31
3 Thread-430 271.89 16.29
3 Thread-429 271.82 16.29
3 Thread-428 271.74 16.28
3 Thread-426 271.10 16.23
3 Thread-427 271.10 16.23
3 Thread-425 271.09 16.23
3 Thread-424 270.62 16.14
3 Thread-423 270.59 16.14
3 Thread-422 270.58 16.14
3 Thread-421 270.55 16.14
3 Thread-419 270.08 16.11
3 Thread-420 270.08 16.11
3 Thread-412 264.41 15.94
3 Thread-416 264.40 15.94
3 Thread-417 264.40 15.94
3 Thread-418 264.40 15.94
3 Thread-414 264.39 15.94
3 Thread-413 264.36 15.94
3 Thread-415 264.35 15.94
3 Thread-406 264.30 15.92
3 Thread-408 264.30 15.92
3 Thread-409 264.30 15.92
3 Thread-410 264.30 15.92
3 Thread-407 264.30 15.90
3 Thread-411 264.29 15.92
3 Thread-405 264.29 15.89
3 Thread-402 264.25 15.87
3 Thread-404 264.25 15.87
3 Thread-398 264.25 15.86
3 Thread-399 264.23 15.87
3 Thread-400 264.23 15.86
3 Thread-401 264.23 15.86
3 Thread-403 264.22 15.86
3 Thread-397 264.21 15.87
3 Thread-396 264.08 15.82
3 Thread-395 264.00 15.81
3 Thread-394 263.97 15.81
3 Thread-393 263.41 15.79
3 Thread-392 263.38 15.79
3 Thread-391 263.35 15.79
3 Thread-390 262.72 15.76
3 Thread-389 262.67 15.76
3 Thread-388 262.59 15.76
3 Thread-387 262.58 15.76
3 Thread-386 261.40 15.73
3 Thread-385 261.37 15.71
3 Thread-383 261.24 15.71
3 Thread-384 261.24 15.71
3 Thread-382 261.21 15.71
3 Thread-381 261.20 15.71
3 Thread-380 260.91 15.70
3 Thread-379 260.90 15.70
3 Thread-378 260.87 15.69
3 Thread-377 260.07 15.67
3 Thread-376 260.06 15.67
3 Thread-375 260.03 15.67
3 Thread-374 260.00 15.67
3 Thread-373 259.21 15.63
3 Thread-372 259.19 15.63
3 Thread-371 259.01 15.62
3 Thread-370 259.00 15.62
3 Thread-369 258.96 15.62
3 Thread-368 258.93 15.62
3 Thread-367 258.62 15.60
3 Thread-365 258.60 15.60
3 Thread-366 258.60 15.60
3 Thread-364 257.99 15.58
3 Thread-363 257.97 15.58
3 Thread-362 257.95 15.57
3 Thread-361 257.91 15.57
3 Thread-360 257.13 15.55
3 Thread-359 257.13 15.54
3 Thread-358 256.95 15.52
3 Thread-357 256.94 15.52
3 Thread-355 256.93 15.52
3 Thread-356 256.93 15.52
3 Thread-354 256.78 15.52
3 Thread-353 256.77 15.52
3 Thread-352 256.74 15.52
3 Thread-351 255.80 15.49
3 Thread-350 255.76 15.49
3 Thread-349 255.73 15.49
3 Thread-348 255.69 15.48
3 Thread-347 255.07 15.45
3 Thread-346 255.05 15.45
3 Thread-345 254.02 15.40
3 Thread-344 253.95 15.40
3 Thread-343 253.91 15.40
3 Thread-342 253.90 15.40
3 Thread-341 253.87 15.39
3 Thread-340 253.82 15.39
3 Thread-339 253.78 15.39
3 Thread-338 253.43 15.37
3 Thread-337 253.39 15.37
3 Thread-336 253.37 15.37
3 Thread-335 252.46 15.35
3 Thread-334 252.43 15.35
3 Thread-333 252.40 15.33
3 Thread-332 252.39 15.33
3 Thread-331 251.78 15.31
3 Thread-330 251.77 15.31
3 Thread-327 195.57 14.03
3 Thread-325 195.29 14.02
3 Thread-328 195.29 14.02
3 Thread-329 195.25 14.02
3 Thread-324 195.24 14.03
3 Thread-323 195.22 14.03
3 Thread-321 195.22 14.01
3 Thread-319 195.19 14.01
3 Thread-326 195.19 14.01
3 Thread-322 195.12 14.02
3 Thread-320 195.07 13.99
3 Thread-314 195.07 13.98
3 Thread-317 195.04 13.99
3 Thread-316 195.02 13.96
3 Thread-318 195.00 13.99
3 Thread-310 194.97 13.96
3 Thread-315 194.97 13.96
3 Thread-313 194.97 13.95
3 Thread-309 194.95 13.96
3 Thread-307 194.94 13.96
3 Thread-306 194.94 13.95
3 Thread-311 194.94 13.95
3 Thread-312 194.93 13.95
3 Thread-308 194.93 13.94
3 Thread-300 194.91 13.91
3 Thread-305 194.90 13.92
3 Thread-301 194.89 13.92
3 Thread-302 194.87 13.91
3 Thread-303 194.87 13.91
3 Thread-304 194.87 13.91
3 Thread-299 194.86 13.89
3 Thread-297 194.83 13.89
3 Thread-298 194.83 13.89
3 Thread-294 194.82 13.89
3 Thread-296 194.82 13.89
3 Thread-285 194.81 13.88
3 Thread-289 194.81 13.88
3 Thread-290 194.81 13.88
3 Thread-291 194.81 13.88
3 Thread-293 194.81 13.88
3 Thread-295 194.81 13.88
3 Thread-292 194.80 13.88
3 Thread-287 194.80 13.87
3 Thread-286 194.78 13.86
3 Thread-284 194.77 13.87
3 Thread-288 194.77 13.86
3 Thread-283 194.76 13.86
3 Thread-282 194.51 13.78
3 Thread-281 194.38 13.76
3 Thread-280 193.22 13.66
3 Thread-279 193.18 13.66
3 Thread-278 193.14 13.65
3 Thread-277 191.79 13.60
3 Thread-276 191.74 13.59
3 Thread-275 191.67 13.59
3 Thread-274 191.63 13.59
3 Thread-273 190.86 13.56
3 Thread-272 190.84 13.55
3 Thread-268 190.73 13.54
3 Thread-269 190.73 13.54
3 Thread-270 190.73 13.54
3 Thread-271 190.73 13.54
3 Thread-265 190.57 13.53
3 Thread-266 190.57 13.53
3 Thread-267 190.57 13.53
3 Thread-264 190.00 13.49
3 Thread-263 189.99 13.49
3 Thread-262 189.98 13.49
3 Thread-261 189.97 13.49
3 Thread-260 189.36 13.46
3 Thread-259 189.34 13.44
3 Thread-255 189.16 13.43
3 Thread-256 189.16 13.43
3 Thread-257 189.16 13.43
3 Thread-258 189.16 13.43
3 Thread-254 188.89 13.42
3 Thread-253 188.88 13.41
3 Thread-252 188.84 13.41
3 Thread-250 188.25 13.38
3 Thread-251 188.25 13.38
3 Thread-249 188.24 13.38
3 Thread-248 188.23 13.38
3 Thread-246 187.57 13.35
3 Thread-247 187.57 13.35
3 Thread-244 185.03 12.94
3 Thread-245 185.03 12.94
3 Thread-243 184.94 12.93
3 Thread-242 184.93 12.93
3 Thread-240 184.85 12.93
3 Thread-241 184.85 12.93
3 Thread-239 184.65 12.91
3 Thread-238 184.58 12.91
3 Thread-237 184.52 12.91
3 Thread-236 184.49 12.90
3 Thread-235 184.11 12.85
3 Thread-234 184.09 12.85
3 Thread-233 184.05 12.84
3 Thread-232 182.65 12.75
3 Thread-231 182.63 12.74
3 Thread-230 182.59 12.74
3 Thread-229 182.58 12.74
3 Thread-228 181.73 12.71
3 Thread-227 181.71 12.71
3 Thread-224 178.50 12.30
3 Thread-225 178.50 12.30
3 Thread-226 178.50 12.30
3 Thread-223 178.44 12.30
3 Thread-221 178.43 12.29
3 Thread-222 178.43 12.29
3 Thread-220 178.38 12.29
3 Thread-218 178.37 12.28
3 Thread-219 178.37 12.28
3 Thread-217 178.25 12.27
3 Thread-216 178.16 12.27
3 Thread-215 178.06 12.27
3 Thread-214 177.99 12.26
3 Thread-212 177.46 12.21
3 Thread-213 177.46 12.21
3 Thread-211 177.44 12.20
3 Thread-210 176.70 12.18
3 Thread-209 176.68 12.17
3 Thread-208 176.66 12.17
3 Thread-207 176.66 12.16
3 Thread-206 175.93 12.12
3 Thread-205 175.91 12.12
3 Thread-204 158.68 10.67
3 Thread-203 158.61 10.64
3 Thread-196 158.54 10.64
3 Thread-197 158.47 10.63
3 Thread-199 158.42 10.65
3 Thread-193 158.40 10.63
3 Thread-195 158.07 10.62
3 Thread-194 158.06 10.62
3 Thread-202 158.04 10.63
3 Thread-201 157.97 10.64
3 Thread-200 157.96 10.64
3 Thread-190 157.96 10.62
3 Thread-191 157.71 10.62
3 Thread-192 157.71 10.62
3 Thread-189 157.68 10.60
3 Thread-188 157.67 10.60
3 Thread-198 157.56 10.63
3 Thread-187 157.51 10.60
3 Thread-185 157.48 10.60
3 Thread-183 157.40 10.58
3 Thread-186 157.39 10.60
3 Thread-182 157.38 10.58
3 Thread-181 157.36 10.58
3 Thread-184 157.34 10.59
3 Thread-177 157.24 10.55
3 Thread-178 157.24 10.55
3 Thread-179 157.24 10.55
3 Thread-175 157.23 10.55
3 Thread-176 157.23 10.54
3 Thread-180 157.22 10.55
3 Thread-172 157.20 10.54
3 Thread-173 157.20 10.54
3 Thread-162 157.18 10.53
3 Thread-174 157.17 10.53
3 Thread-160 157.16 10.53
3 Thread-167 157.15 10.53
3 Thread-168 157.15 10.53
3 Thread-169 157.15 10.53
3 Thread-170 157.15 10.53
3 Thread-171 157.15 10.53
3 Thread-166 157.14 10.50
3 Thread-161 157.12 10.49
3 Thread-163 157.11 10.52
3 Thread-165 157.11 10.49
3 Thread-164 157.07 10.48
3 Thread-159 156.74 10.43
3 Thread-158 156.58 10.42
3 Thread-157 156.45 10.42
3 Thread-156 156.33 10.42
3 Thread-155 154.78 10.28
3 Thread-154 154.74 10.28
3 Thread-153 154.71 10.28
3 Thread-152 153.07 10.24
3 Thread-151 153.03 10.23
3 Thread-150 152.99 10.22
3 Thread-149 152.97 10.22
3 Thread-148 151.95 10.16
3 Thread-147 151.94 10.16
3 Thread-146 149.91 10.03
3 Thread-145 149.85 10.03
3 Thread-144 149.77 10.02
3 Thread-143 149.59 10.00
3 Thread-142 149.50 10.00
3 Thread-141 149.42 10.00
3 Thread-140 149.32 9.99
3 Thread-139 148.88 9.94
3 Thread-138 148.87 9.94
3 Thread-137 148.86 9.93
3 Thread-136 147.57 9.86
3 Thread-135 147.54 9.85
3 Thread-134 147.52 9.85
3 Thread-133 147.51 9.85
3 Thread-132 146.12 9.79
3 Thread-131 146.11 9.79
3 subquery-4 112.56 5.18
3 Thread-130 95.85 5.16
3 Thread-127 95.59 5.16
3 Thread-126 95.17 5.15
3 Thread-129 95.01 5.15
3 Thread-128 95.00 5.15
3 Thread-122 94.11 5.15
3 Thread-124 94.07 5.14
3 Thread-123 93.99 5.15
3 Thread-117 93.82 5.14
3 Thread-125 93.71 5.14
3 Thread-111 93.48 5.11
3 Thread-119 93.33 5.14
3 Thread-121 93.33 5.14
3 Thread-118 93.00 5.12
3 Thread-116 92.94 5.12
3 Thread-112 92.90 5.12
3 Thread-113 92.81 5.10
3 Thread-115 92.69 5.13
3 Thread-120 92.45 5.11
3 Thread-114 92.30 5.12
3 Thread-108 91.31 5.09
3 Thread-109 91.29 5.09
3 Thread-96 91.28 5.05
3 Thread-107 90.94 5.08
3 Thread-105 90.79 5.07
3 Thread-110 90.78 5.04
3 Thread-106 90.77 5.07
3 Thread-104 90.73 5.05
3 Thread-102 90.72 5.05
3 Thread-103 90.71 5.07
3 Thread-100 90.71 5.05
3 Thread-98 90.61 5.04
3 Thread-93 90.60 5.02
3 Thread-101 90.58 5.01
3 Thread-91 90.56 5.03
3 Thread-90 90.50 5.04
3 Thread-99 90.50 5.01
3 Thread-89 90.50 5.00
3 Thread-97 90.49 5.01
3 Thread-92 90.40 5.01
3 Thread-94 90.40 5.01
3 Thread-95 90.40 5.01
3 Thread-88 90.39 4.96
3 Thread-87 90.18 4.96
3 Thread-86 90.11 4.94
3 Thread-85 88.94 4.84
3 Thread-84 88.84 4.82
3 Thread-83 88.70 4.81
3 Thread-82 88.54 4.81
3 Thread-80 87.22 4.76
3 Thread-81 87.22 4.76
3 Thread-79 87.21 4.76
3 Thread-78 86.08 4.67
3 Thread-77 86.07 4.67
3 Thread-76 86.03 4.67
3 Thread-75 86.02 4.66
3 Thread-74 84.50 4.62
3 Thread-73 84.48 4.62
3 Thread-72 73.22 4.15
3 Thread-70 73.20 4.14
3 Thread-71 73.20 4.14
3 Thread-68 73.19 4.14
3 Thread-69 73.18 4.14
3 Thread-67 73.08 4.14
3 Thread-66 73.04 4.14
3 Thread-65 73.03 4.14
3 Thread-64 73.02 4.14
3 Thread-63 73.00 4.14
3 Thread-61 72.87 4.12
3 Thread-58 72.86 4.12
3 Thread-59 72.86 4.12
3 Thread-60 72.84 4.10
3 Thread-62 72.84 4.08
3 Thread-57 71.79 3.98
3 Thread-56 71.67 3.98
3 Thread-55 71.56 3.97
3 Thread-54 71.40 3.96
3 Thread-53 70.18 3.92
3 Thread-52 70.17 3.92
3 Thread-51 70.16 3.92
3 Thread-50 68.31 3.86
3 Thread-49 68.26 3.86
3 Thread-48 68.24 3.85
3 Thread-47 68.22 3.84
3 Thread-46 67.12 3.76
3 Thread-45 67.10 3.76
3 Thread-44 62.93 3.68
3 Thread-43 62.89 3.67
3 Thread-42 62.88 3.67
3 Thread-41 62.82 3.66
3 Thread-40 61.92 3.64
3 Thread-39 61.90 3.64
3 Thread-38 61.88 3.63
3 Thread-37 60.88 3.57
3 Thread-36 60.86 3.57
3 Thread-35 60.84 3.56
3 Thread-34 60.83 3.56
3 Thread-33 58.93 3.44
3 Thread-32 58.89 3.44
3 Thread-31 54.89 3.17
3 Thread-30 54.87 3.17
3 Thread-29 54.86 3.17
3 Thread-28 54.84 3.17
3 Thread-26 51.84 2.92
3 Thread-27 51.84 2.92
3 Thread-25 51.84 2.91
3 Thread-24 41.55 2.49
3 Thread-23 41.51 2.48
3 Thread-22 41.43 2.46
3 Thread-21 41.41 2.45
3 Thread-20 40.89 2.40
4517 C2 CompilerThre 39.58 123990.25
347 process reaper 37.11 18037.48
68 clinfo 15.87 7.32
2002 C1 CompilerThre 13.83 52340.27
62240 tpcdsspark.sh 6.22 28.59
1 dsdgen 5.81 1.06
613 G1 Conc#0 2.54 12932.25
613 GC Thread#0 2.54 12932.25
613 Reference Handl 2.54 12932.22
613 Service Thread 2.54 12932.19
613 Sweeper thread 2.54 12932.18
613 Signal Dispatch 2.54 12932.16
613 VM Thread 2.54 12932.15
613 G1 Refine#0 2.54 12925.78
306 GC Thread#1 2.54 12904.74
306 GC Thread#2 2.54 12904.74
306 GC Thread#3 2.54 12904.74
306 GC Thread#4 2.54 12904.73
306 GC Thread#5 2.54 12904.73
306 GC Thread#6 2.54 12904.73
306 GC Thread#7 2.54 12904.73
306 GC Thread#8 2.54 12904.73
306 GC Thread#9 2.54 12904.73
306 G1 Conc#1 2.54 12904.72
306 G1 Conc#2 2.54 12904.71
306 GC Thread#10 2.54 12904.61
306 GC Thread#11 2.54 12904.61
212 GC Thread#12 2.54 9871.48
227 G1 Refine#1 2.54 9609.83
147 G1 Refine#2 1.78 6485.31
64 G1 Refine#3 1.78 3309.96
38 G1 Refine#4 1.78 2110.54
24 G1 Refine#5 1.78 1456.04
12 G1 Refine#6 1.78 797.52
7 redirect stderr 1.45 641.36
38 vulkaninfo 1.34 0.95
20905 ps 1.25 52.08
6 G1 Refine#7 0.79 361.57
1 G1 Refine#8 0.79 125.86
4808 Executor task l 0.48 40.64
6 php 0.19 0.43
4 vulkani:disk$0 0.14 0.10
6 glxinfo:gdrv0 0.09 0.06
6 glxinfo:gl0 0.09 0.06
2 llvmpipe-0 0.07 0.05
2 llvmpipe-1 0.07 0.05
2 llvmpipe-10 0.07 0.05
2 llvmpipe-11 0.07 0.05
2 llvmpipe-12 0.07 0.05
2 llvmpipe-13 0.07 0.05
2 llvmpipe-14 0.07 0.05
2 llvmpipe-15 0.07 0.05
2 llvmpipe-2 0.07 0.05
2 llvmpipe-3 0.07 0.05
2 llvmpipe-4 0.07 0.05
2 llvmpipe-5 0.07 0.05
2 llvmpipe-6 0.07 0.05
2 llvmpipe-7 0.07 0.05
2 llvmpipe-8 0.07 0.05
2 llvmpipe-9 0.07 0.05
6 clang 0.06 0.06
2 glxinfo 0.06 0.02
2 glxinfo:cs0 0.06 0.02
2 glxinfo:disk$0 0.06 0.02
2 glxinfo:sh0 0.05 0.02
2 glxinfo:shlo0 0.05 0.02
613 G1 Main Marker 0.03 2.54
613 G1 Young RemSet 0.03 2.54
613 VM Periodic Tas 0.03 2.54
306 Spark Context C 0.03 2.54
3 rocminfo 0.03 0.00
2427 runqueries.sh 0.02 0.36
200 genquery.sh 0.01 0.10
920 bash 0.01 0.00
7 read stdout for 0.00 1.45
1361 rm 0.00 1.11
1 lspci 0.00 0.02
7 getconf 0.00 0.01
21026 wc 0.00 0.00
20599 sleep 0.00 0.00
20169 find 0.00 0.00
1566 chmod 0.00 0.00
1232 cat 0.00 0.00
1160 grep 0.00 0.00
618 cut 0.00 0.00
618 tr 0.00 0.00
430 expr 0.00 0.00
231 ls 0.00 0.00
226 mv 0.00 0.00
198 dsqgen 0.00 0.00
87 sh 0.00 0.00
47 sed 0.00 0.00
24 basename 0.00 0.00
13 dirname 0.00 0.00
13 gcc 0.00 0.00
11 gsettings 0.00 0.00
9 spark-tpcds 0.00 0.00
8 stat 0.00 0.00
8 systemd-detect- 0.00 0.00
6 id 0.00 0.00
6 llvm-link 0.00 0.00
6 touch 0.00 0.00
5 phoronix-test-s 0.00 0.00
4 cp 0.00 0.00
4 gmain 0.00 0.00
3 bc 0.00 0.00
3 cmp 0.00 0.00
3 mkdir 0.00 0.00
3 seq 0.00 0.00
2 cc 0.00 0.00
2 lscpu 0.00 0.00
2 uname 0.00 0.00
2 which 0.00 0.00
2 xset 0.00 0.00
1 date 0.00 0.00
1 dconf worker 0.00 0.00
1 dmesg 0.00 0.00
1 dmidecode 0.00 0.00
1 ifconfig 0.00 0.00
1 ip 0.00 0.00
1 lsmod 0.00 0.00
1 mktemp 0.00 0.00
1 python 0.00 0.00
1 python3 0.00 0.00
1 qdbus 0.00 0.00
1 readlink 0.00 0.00
1 realpath 0.00 0.00
1 sort 0.00 0.00
1 stty 0.00 0.00
1 systemctl 0.00 0.00
1 template.sh 0.00 0.00
1 xrandr 0.00 0.00
34 processes running
408 maximum processes