スポンサーリンク

このドキュメントの内容は、以下の通りです。

ノード3台、レプリケーションなしのいい加減なベンチマークです。

ソフトウェア


  • apache-cassandra-1.1.0
  • OS FreeBSD 9.0-RELEASE 64bit
  • java version "1.6.0_07" Diablo Java(TM) SE Runtime Environment (build 1.6.0_07-b02)
Diablo Java HotSpot(TM) 64-Bit Server VM (build 10.0-b23, mixed mode)

スペック


ノード 3台
YCSB 1台

ノード
CPU メモリ ストレージ
Intel(R) Core(TM) i7-2700K CPU @ 3.50GHz (3605.74-MHz K8-class CPU) 8192 MB ST500NM0011 SN02 ATA-8 SATA 3.x 476940 MB
AMD Phenom(tm) II X6 1100T Processor (3612.14-MHz K8-class CPU) 8192 MB ST32000641AS CC13 ATA-8 SATA 3.x 1907729 MB
AMD Phenom(tm) II X4 980 Processor (4017.89-MHz K8-class CPU) 4096 MB ST500NM0011 SN02 ATA-8 SATA 3.x 476940 MB

YCSB
CPU メモリ ストレージ
AMD Phenom(tm) II X2 565 Processor (3716.64-MHz K8-class CPU) 4096 MB ST32000641AS CC13 ATA-8 SATA 3.x 1907729 MB

Keyspace の設定



Keyspace: usertable:
  Replication Strategy: org.apache.cassandra.locator.NetworkTopologyStrategy
  Durable Writes: true
    Options: [datacenter1:1]
  Column Families:
    ColumnFamily: data
      Key Validation Class: org.apache.cassandra.db.marshal.BytesType
      Default column value validator: org.apache.cassandra.db.marshal.BytesType
      Columns sorted by: org.apache.cassandra.db.marshal.BytesType
      GC grace seconds: 864000
      Compaction min/max thresholds: 4/32
      Read repair chance: 0.1
      DC Local Read repair chance: 0.0
      Replicate on write: true
      Caching: KEYS_ONLY
      Bloom Filter FP chance: default
      Built indexes: []
      Compaction Strategy: org.apache.cassandra.db.compaction.SizeTieredCompactionStrategy
      Compression Options:
        sstable_compression: org.apache.cassandra.io.compress.DeflateCompressor


ベンチマークの結果


workload method RunTime(ms) ThroughtPut(ops/sec) Operations AverageLatency(us) MinLatency(us) MaxLatency(us) 95%Latency(ms) 99%Latency
workloada UPDATE 1000000 5413.0 183.26251616478848 520 1880.3923076923077 222 107663 1 29
workloada READ 1000000 5413.0 183.26251616478848 472 271159.92372881353 1609 2506708 472 0
workloadb UPDATE 1000000 7876.0 125.95226003047232 50 1080.98 343 11374 0 11
workloadb READ 1000000 7876.0 125.95226003047232 942 221007.28874734606 2119 2134939 861 942
workloadc READ 1000000 11889.0 83.43847253763984 992 310655.51612903224 2715 3084445 992 0
workloadd INSERT 1000000 8918.0 111.23570307243777 49 17379.20408163265 704 364903 110 364
workloadd READ 1000000 8918.0 111.23570307243777 943 235477.605514316 1583 2010343 958 943
workloade INSERT 1000000 18394.0 53.930629553115146 46 16912.91304347826 671 186675 138 186
workloade SCAN 1000000 18394.0 53.930629553115146 946 532240.9270613107 3116 4624184 946 0
workloadf UPDATE 1000000 9345.0 106.15302300695559 472 635.5233050847457 276 5964 0 2
workloadf READ-MODIFY-WRITE 1000000 9345.0 106.15302300695559 472 262.48728813559325 2 2158 0 1
workloadf READ 1000000 9345.0 106.15302300695559 992 247836.22177419355 1978 2157395 960 992
workloada UPDATE 2000000 3636.0 272.82728272827285 479 1653.9519832985386 219 133773 1 23
workloada READ 2000000 3636.0 272.82728272827285 513 157427.22807017545 1247 1455606 673 513
workloadb UPDATE 2000000 4792.0 207.01168614357263 51 948.9411764705883 299 14616 0 14
workloadb READ 2000000 4792.0 207.01168614357263 941 125665.43039319872 1615 1756520 570 986
workloadc READ 2000000 4796.0 206.83903252710593 992 121265.45362903226 1350 1464032 516 842
workloadd INSERT 2000000 5738.0 172.88253746950156 58 8833.706896551725 633 168298 96 168
workloadd READ 2000000 5738.0 172.88253746950156 934 158390.61777301927 875 1586206 625 973
workloade INSERT 2000000 17146.0 57.85605972238423 60 11176.45 583 168433 89 168
workloade SCAN 2000000 17146.0 57.85605972238423 932 500103.3358369099 4593 3240078 932 0
workloadf UPDATE 2000000 17005.0 58.33578359306087 516 763.7558139534884 227 32891 0 4
workloadf READ-MODIFY-WRITE 2000000 17005.0 58.33578359306087 516 458.2422480620155 2 2734 1 2
workloadf READ 2000000 17005.0 58.33578359306087 992 451709.8891129032 1605 2795634 992 0
workloada UPDATE 3000000 4117.0 240.95214962351227 502 2060.0139442231075 218 100027 13 18
workloada READ 3000000 4117.0 240.95214962351227 490 201398.31224489797 1208 2173100 969 490
workloadb UPDATE 3000000 9217.0 107.62721058912878 50 753.32 287 5592 1 5
workloadb READ 3000000 9217.0 107.62721058912878 942 258333.1252653928 1465 2884197 942 0
workloadc READ 3000000 11495.0 86.2983906046107 992 305641.23991935485 1939 2919967 992 0
workloadd INSERT 3000000 8238.0 120.41757708181598 50 9866.52 588 136240 93 136
workloadd READ 3000000 8238.0 120.41757708181598 942 235849.62314225052 972 1775721 922 942
workloade INSERT 3000000 10449.0 94.93731457555747 45 34675.91111111111 709 423114 160 423
workloade SCAN 3000000 10449.0 94.93731457555747 947 315242.7961985216 5273 2122139 995 947
workloadf UPDATE 3000000 7550.0 131.39072847682118 468 645.3482905982906 248 5193 0 3
workloadf READ-MODIFY-WRITE 3000000 7550.0 131.39072847682118 468 182.34188034188034 1 2007 0 0
workloadf READ 3000000 7550.0 131.39072847682118 992 175873.3508064516 923 2006706 573 783
workloada UPDATE 4000000 5227.0 189.7838148077291 489 2644.1554192229037 223 104177 13 100
workloada READ 4000000 5227.0 189.7838148077291 503 265562.50298210734 1041 1966369 503 0
workloadb UPDATE 4000000 8392.0 118.20781696854147 49 2058.204081632653 281 15696 15 15
workloadb READ 4000000 8392.0 118.20781696854147 943 238140.58430540827 1401 3263139 947 943
workloadc READ 4000000 10724.0 92.50279746363297 992 287999.50201612903 1599 3590390 992 0
workloadd INSERT 4000000 14071.0 70.49960912515103 58 4266.637931034483 592 148902 15 148
workloadd READ 4000000 14071.0 70.49960912515103 934 400475.1777301927 420 2761059 934 84
workloade INSERT 4000000 30181.0 32.868360889301215 49 18125.14285714286 660 270324 159 270
workloade SCAN 4000000 30181.0 32.868360889301215 943 881093.3997879109 2915 4210704 943 0
workloadf UPDATE 4000000 16560.0 59.90338164251208 476 641.1029411764706 262 5566 0 1
workloadf READ-MODIFY-WRITE 4000000 16560.0 59.90338164251208 476 454.10084033613447 2 2611 1 2
workloadf READ 4000000 16560.0 59.90338164251208 992 448823.8356854839 1518 2761433 992 0
workloada UPDATE 5000000 9437.0 105.11815195507047 497 917.8953722334004 220 18171 0 17
workloada READ 5000000 9437.0 105.11815195507047 495 440212.36565656564 971 3006316 495 2
workloadb UPDATE 5000000 7184.0 138.08463251670378 61 799.016393442623 314 12375 0 12
workloadb READ 5000000 7184.0 138.08463251670378 931 196513.22771213748 1100 2361220 754 931
workloadc READ 5000000 8371.0 118.5043602914825 992 170339.83467741936 938 2579340 640 992
workloadd INSERT 5000000 7743.0 128.11571742218777 52 15414.423076923076 599 391744 79 391
workloadd READ 5000000 7743.0 128.11571742218777 940 194962.77234042552 412 1704153 853 940
workloade INSERT 5000000 20372.0 48.694286275279794 43 23237.325581395347 651 201970 184 201
workloade SCAN 5000000 20372.0 48.694286275279794 949 580330.1749209694 4324 5057050 949 0
workloadf UPDATE 5000000 14238.0 69.67270684084843 499 634.8256513026053 231 5998 0 1
workloadf READ-MODIFY-WRITE 5000000 14238.0 69.67270684084843 499 382.8376753507014 2 3344 1 2
workloadf READ 5000000 14238.0 69.67270684084843 992 392756.60080645164 1868 3344028 992 0
workloada UPDATE 6000000 3577.0 277.3273693038859 491 1907.7311608961304 224 70559 15 27
workloada READ 6000000 3577.0 277.3273693038859 501 119327.25349301397 931 891328 411 593
workloadb UPDATE 6000000 10516.0 94.33244579688095 47 903.1702127659574 314 13729 0 13
workloadb READ 6000000 10516.0 94.33244579688095 945 295241.9671957672 1095 2769612 945 0
workloadc READ 6000000 9315.0 106.49490069779925 992 241387.46774193548 1628 1802634 985 992
workloadd INSERT 6000000 6760.0 146.74556213017752 44 13422.0 671 174263 110 174
workloadd READ 6000000 6760.0 146.74556213017752 948 166382.21202531646 446 1825193 689 948
workloade INSERT 6000000 30613.0 32.404534021494136 46 18135.760869565216 654 183213 159 183
workloade SCAN 6000000 30613.0 32.404534021494136 946 882690.4450317125 3983 4467929 946 0
workloadf UPDATE 6000000 19087.0 51.97254675957458 526 1590.9429657794676 270 148270 0 6
workloadf READ-MODIFY-WRITE 6000000 19087.0 51.97254675957458 526 518.6825095057035 2 3304 1 2
workloadf READ 6000000 19087.0 51.97254675957458 992 530329.0060483871 1721 3349060 992 0
workloada UPDATE 7000000 3959.0 250.56832533468048 504 1735.8869047619048 220 91670 4 25
workloada READ 7000000 3959.0 250.56832533468048 488 164999.04508196723 543 1360984 645 958
workloadb UPDATE 7000000 9921.0 99.98992037093035 47 3059.0425531914893 286 92967 0 92
workloadb READ 7000000 9921.0 99.98992037093035 945 272289.1492063492 1104 2404006 945 0
workloadc READ 7000000 10906.0 90.9591050797726 992 296894.9435483871 1460 3139927 992 0
workloadd INSERT 7000000 9600.0 103.33333333333333 55 7894.872727272727 646 137940 69 137
workloadd READ 7000000 9600.0 103.33333333333333 937 261723.37673425826 430 2430779 937 192
workloade INSERT 7000000 17308.0 57.314536630459905 45 4797.311111111111 734 86416 20 86
workloade SCAN 7000000 17308.0 57.314536630459905 947 498996.7761351637 3338 2674250 947 0
workloadf UPDATE 7000000 9482.0 104.61927863319974 501 652.9780439121756 235 5963 0 1
workloadf READ-MODIFY-WRITE 7000000 9482.0 104.61927863319974 501 246.2674650698603 2 1855 0 1
workloadf READ 7000000 9482.0 104.61927863319974 992 241791.6733870968 1616 2056158 939 992
workloada UPDATE 8000000 8122.0 122.13740458015268 504 3471.7420634920636 218 475964 1 16
workloada READ 8000000 8122.0 122.13740458015268 488 382016.51844262297 692 2225416 488 4
workloadb UPDATE 8000000 19323.0 51.33778398799358 47 3051.021276595745 343 50401 15 50
workloadb READ 8000000 19323.0 51.33778398799358 945 505390.2021164021 1443 2822615 945 0
workloadc READ 8000000 11029.0 89.94469126847402 992 287206.0544354839 936 2446038 992 10
workloadd INSERT 8000000 9900.0 100.20202020202021 37 22012.783783783783 633 378038 135 378
workloadd READ 8000000 9900.0 100.20202020202021 955 277421.23141361255 418 2073279 955 136
workloade INSERT 8000000 26006.0 38.14504345151119 58 15655.396551724138 460 257644 166 257
workloade SCAN 8000000 26006.0 38.14504345151119 934 746901.7997858672 4345 3927415 934 0
workloadf UPDATE 8000000 5470.0 181.3528336380256 493 1343.5659229208925 245 279428 0 2
workloadf READ-MODIFY-WRITE 8000000 5470.0 181.3528336380256 493 138.7707910750507 1 1146 0 0
workloadf READ 8000000 5470.0 181.3528336380256 992 132987.54737903227 955 1315275 564 757
workloada UPDATE 9000000 4330.0 229.09930715935334 475 1638.5263157894738 217 83794 1 19
workloada READ 9000000 4330.0 229.09930715935334 517 192676.64796905222 1040 1552949 826 517
workloadb UPDATE 9000000 13516.0 73.39449541284404 49 709.4897959183673 326 5613 0 5
workloadb READ 9000000 13516.0 73.39449541284404 943 383147.39024390245 966 2529520 943 5
workloadc READ 9000000 20967.0 47.31244336338055 992 562227.2540322581 1456 3798579 992 0
workloadd INSERT 9000000 6581.0 150.73697006533962 43 19750.39534883721 788 169221 122 169
workloadd READ 9000000 6581.0 150.73697006533962 949 183350.55532139094 400 1225595 661 975
workloade INSERT 9000000 25152.0 39.44020356234097 43 30230.511627906977 690 192228 176 192
workloade SCAN 9000000 25152.0 39.44020356234097 949 698041.1601685985 4900 3862212 949 0
workloadf UPDATE 9000000 14794.0 67.0542111666892 485 818.9896907216495 230 78822 0 1
workloadf READ-MODIFY-WRITE 9000000 14794.0 67.0542111666892 485 372.70309278350516 1 2587 1 1
workloadf READ 9000000 14794.0 67.0542111666892 992 384681.96975806454 964 3839382 992 8
workloada UPDATE 10000000 3839.0 258.40062516280284 496 3307.5241935483873 252 211161 18 77
workloada READ 10000000 3839.0 258.40062516280284 496 142315.36290322582 969 1250318 551 987
workloadb UPDATE 10000000 2113958.0 0.32261757329142776 32 5.6766586375E7 394 154996202 20 12
workloadb READ 10000000 2113958.0 0.32261757329142776 650 4.098595105076923E7 953 150339764 473 177
workloadc READ 10000000 1654656.0 0.3559652278177458 589 4.163932572665535E7 1041 150335747 426 163
workloadd INSERT 10000000 1804599.0 0.3607449632854723 33 5.325805224242424E7 712 196571926 22 11
workloadd READ 10000000 1804599.0 0.3607449632854723 618 3.2129119443365697E7 331 150407625 486 132
workloade INSERT 10000000 1955798.0 0.4121079988833203 38 5.7150354421052635E7 743 160526915 24 14
workloade SCAN 10000000 1955798.0 0.4121079988833203 768 4.1979623196614586E7 3762 150513446 554 214
workloadf UPDATE 10000000 4577779.0 0.1625242284522691 365 1.5012367856164384E8 267 269431257 58 307
workloadf READ-MODIFY-WRITE 10000000 4577779.0 0.1625242284522691 365 192667.2301369863 2 398264 345 377
workloadf READ 10000000 4577779.0 0.1625242284522691 744 4.295643425537635E7 1166 153565995 532 212

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