This is a report for the insert benchmark with 800M docs and 1 client(s). It is generated by scripts (bash, awk, sed) and Tufte might not be impressed. An overview of the insert benchmark is here and a short update is here. Below, by DBMS, I mean DBMS+version.config. An example is my8020.c10b40 where my means MySQL, 8020 is version 8.0.20 and c10b40 is the name for the configuration file.
The test server has 8 AMD cores, 32G RAM and an NVMe device for the database. The benchmark was run with 1 client and there were 1 or 3 connections per client (1 for queries or inserts without rate limits, 1+1 for rate limited inserts+deletes). It uses 1 table with a table per client. t loads 800M rows per table without secondary indexes, creates 3 secondary indexes per table, then inserts 4m+1m rows per table with a delete per insert to avoid growing the table. It then does 6 read+write tests for 1800s each that do queries as fast as possible with 100,100,500,500,1000,1000 inserts/s and the same for deletes/s per client concurrent with the queries. The database is larger than memory and the workload is IO-bound for except for the range query tests (qr*). Clients and the DBMS share one server.
The tested DBMS are:
The numbers are inserts/s for l.i0, l.i1 and l.i2, indexed docs (or rows) /s for l.x and queries/s for qr100, qp100 thru qr1000, qp1000" The values are the average rate over the entire test for inserts (IPS) and queries (QPS). The range of values for IPS and QPS is split into 3 parts: bottom 25%, middle 50%, top 25%. Values in the bottom 25% have a red background, values in the top 25% have a green background and values in the middle have no color. A gray background is used for values that can be ignored because the DBMS did not sustain the target insert rate. Red backgrounds are not used when the minimum value is within 80% of the max value.
| dbms | l.i0 | l.x | l.i1 | l.i2 | qr100 | qp100 | qr500 | qp500 | qr1000 | qp1000 |
|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 156280 | 132604 | 2478 | 3067 | 8978 | 1382 | 8701 | 1206 | 8395 | 1078 |
| ma101115_rel_withdbg.cz12b_c8r32 | 160096 | 134862 | 1729 | 2070 | 8931 | 1350 | 8475 | 1074 | 7930 | 882 |
This table has relative throughput, throughput for the DBMS relative to the DBMS in the first line, using the absolute throughput from the previous table. Values less than 0.95 have a yellow background. Values greater than 1.05 have a blue background.
| dbms | l.i0 | l.x | l.i1 | l.i2 | qr100 | qp100 | qr500 | qp500 | qr1000 | qp1000 |
|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| ma101115_rel_withdbg.cz12b_c8r32 | 1.02 | 1.02 | 0.70 | 0.67 | 0.99 | 0.98 | 0.97 | 0.89 | 0.94 | 0.82 |
This lists the average rate of inserts/s for the tests that do inserts concurrent with queries. For such tests the query rate is listed in the table above. The read+write tests are setup so that the insert rate should match the target rate every second. Cells that are not at least 95% of the target have a red background to indicate a failure to satisfy the target.
| dbms | qr100.L1 | qp100.L2 | qr500.L3 | qp500.L4 | qr1000.L5 | qp1000.L6 |
|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 100 | 100 | 500 | 500 | 999 | 999 |
| ma101115_rel_withdbg.cz12b_c8r32 | 100 | 100 | 500 | 500 | 999 | 999 |
| target | 100 | 100 | 500 | 500 | 1000 | 1000 |
l.i0: load without secondary indexes. Graphs for performance per 1-second interval are here.
Average throughput:
Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 99.588 | 0.210 | 0.058 | 0.136 | 0.009 | nonzero | 0.482 | ||||
| ma101115_rel_withdbg.cz12b_c8r32 | 99.680 | 0.127 | 0.070 | 0.119 | 0.005 | 0.199 |
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 156280 0 0 0.0 929.5 42.0 0.000 0.000 0.006 0.275 21466 19.7 0.137 10 52.6 83.4 23.1 0.482 161280 116283 ma101115_rel_withdbg.cz12a_c8r32 160096 0 0 0.0 959.3 43.0 0.000 0.000 0.006 0.275 21275 20.1 0.133 10 52.6 83.4 23.4 0.199 160980 140878 ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 0.276 1.356 0.000 0.000 2.546 2.658 930.3 43002.0 23.65 3.363 1.641 51.56 0.714 17.58 0.000 0.000 0.460 21.71 7.264 1.794 1.171 6.949 ma101115_rel_withdbg.cz12a_c8r32 0.261 1.325 0.003 0.073 2.450 2.699 960.1 44049.6 25.25 3.321 1.473 50.30 0.765 6.177 0.000 0.000 0.448 3.810 14.94 1.408 1.158 7.643 ma101115_rel_withdbg.cz12b_c8r32
l.x: create secondary indexes.
Average throughput:
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 132604 0 1413 131.5 1587.7 146.4 0.011 1.016 0.012 1.131 4352 12.0 0.033 7 111.5 142.3 23.1 0.001 NA NA ma101115_rel_withdbg.cz12a_c8r32 134862 0 1434 133.6 1614.3 148.9 0.011 1.014 0.012 1.131 4458 11.9 0.033 7 111.5 142.3 23.4 0.001 NA NA ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 1412.7 134785 0.000 0.000 0.143 103.2 1585.5 150010 14.24 1.360 0.598 117.5 0.416 5448.2 0.000 0.000 0.004 32.20 5.713 3.283 0.870 20.03 ma101115_rel_withdbg.cz12a_c8r32 1433.3 136889 0.000 0.000 0.132 102.9 1613.9 152557 15.01 1.347 0.333 117.5 0.356 5538.2 0.000 0.000 0.001 27.78 6.334 1.858 0.581 18.53 ma101115_rel_withdbg.cz12b_c8r32
l.i1: continue load after secondary indexes created with 50 inserts per transaction. Graphs for performance per 1-second interval are here.
Average throughput:
Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 59.775 | 38.289 | 1.929 | 0.006 | 0.001 | 3.042 | |||||
| ma101115_rel_withdbg.cz12b_c8r32 | 46.706 | 43.899 | 9.355 | 0.039 | 0.001 | 2.466 |
Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 84.324 | 15.664 | 0.009 | 0.003 | 0.001 | 3.001 | |||||
| ma101115_rel_withdbg.cz12b_c8r32 | 68.819 | 30.912 | 0.258 | 0.010 | 0.001 | 2.425 |
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 2478 0 11494 179.6 13959.7 373.4 4.638 74.203 5.633 154.274 98772 18.0 39.855 581 133.0 163.8 23.2 3.042 2500 1200 ma101115_rel_withdbg.cz12a_c8r32 1729 0 8016 125.3 9865.7 260.0 4.636 74.169 5.705 153.985 69637 13.5 40.269 625 133.0 163.8 23.4 2.466 1650 650 ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 11516.6 184264 0.000 0.000 0.097 16.00 13991.5 383315 65.29 0.689 0.130 27.65 0.007 0.030 0.000 0.000 0.022 0.112 17.17 2.826 2.946 75.87 ma101115_rel_withdbg.cz12a_c8r32 8021.9 128350 0.000 0.000 0.164 16.00 9877.0 266678 75.94 0.779 0.307 27.01 0.006 0.024 0.000 0.000 0.025 0.113 127.4 2.918 4.788 84.46 ma101115_rel_withdbg.cz12b_c8r32
l.i2: continue load after secondary indexes created with 5 inserts per transaction. Graphs for performance per 1-second interval are here.
Average throughput:
Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 0.001 | 20.322 | 73.823 | 5.790 | 0.063 | 0.038 | |||||
| ma101115_rel_withdbg.cz12b_c8r32 | 0.001 | 16.645 | 66.037 | 16.728 | 0.589 | 0.001 | 0.112 |
Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For the max column values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 0.009 | 57.694 | 39.279 | 2.994 | 0.023 | 0.037 | |||||
| ma101115_rel_withdbg.cz12b_c8r32 | 0.005 | 50.216 | 38.680 | 10.777 | 0.323 | 0.001 | 0.102 |
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 3067 0 12794 199.9 14035.2 390.8 4.171 66.738 4.576 130.465 112007 21.1 36.515 550 133.0 163.8 23.2 0.038 3060 2030 ma101115_rel_withdbg.cz12a_c8r32 2070 0 8630 134.9 9611.8 263.3 4.169 66.699 4.643 130.250 79048 15.8 38.182 611 133.0 163.8 23.5 0.112 2035 870 ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 12794.4 204710 0.000 0.000 0.099 16.00 14070.9 401205 43.16 0.307 0.115 28.54 0.034 0.263 0.000 0.000 0.133 1.219 10.12 3.200 2.901 76.18 ma101115_rel_withdbg.cz12a_c8r32 8621.1 137938 0.000 0.000 0.178 16.00 9618.8 269848 32.05 0.331 0.208 28.10 0.015 0.059 0.000 0.000 0.074 0.295 128.7 3.110 3.905 84.29 ma101115_rel_withdbg.cz12b_c8r32
qr100.L1: range queries with 100 insert/s per client. Graphs for performance per 1-second interval are here.
Average throughput:
Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 99.800 | 0.173 | 0.013 | 0.014 | 0.014 | ||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 99.774 | 0.194 | 0.017 | 0.015 | nonzero | 0.016 |
Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 55.889 | 44.111 | 0.033 | ||||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 54.694 | 45.306 | 0.055 |
Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 66.389 | 33.611 | 0.043 | ||||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 60.833 | 39.167 | 0.036 |
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 100 8978 453 7.1 91.4 3.0 0.050 0.808 0.914 30.554 53391 12.4 5.947 110 133.0 163.8 23.2 0.014 9023 8367 ma101115_rel_withdbg.cz12a_c8r32 100 8931 454 7.1 93.1 3.0 0.051 0.813 0.931 30.540 53090 12.4 5.945 111 133.0 163.8 23.4 0.016 8975 8367 ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 434.2 6947.0 0.000 0.000 0.141 16.00 91.59 3059.3 0.796 2.585 1.495 52.05 0.001 0.002 0.000 0.000 0.003 0.011 1.427 1.853 0.096 4.724 ma101115_rel_withdbg.cz12a_c8r32 435.3 6964.3 0.000 0.000 0.152 16.00 93.37 3060.9 0.930 3.074 1.782 52.48 0.009 0.038 0.000 0.000 0.033 0.189 2.950 2.167 0.111 5.196 ma101115_rel_withdbg.cz12b_c8r32
qp100.L2: point queries with 100 insert/s per client. Graphs for performance per 1-second interval are here.
Average throughput:
Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 0.093 | 96.576 | 3.327 | 0.004 | nonzero | 0.021 | |||||
| ma101115_rel_withdbg.cz12b_c8r32 | 0.096 | 95.877 | 3.908 | 0.119 | nonzero | 0.019 |
Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 89.694 | 10.306 | 0.032 | ||||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 84.417 | 15.583 | 0.051 |
Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 98.944 | 1.056 | 0.026 | ||||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 93.000 | 7.000 | 0.036 |
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 100 1382 9570 149.5 979.8 26.7 6.925 110.802 9.808 274.107 31021 5.1 22.446 295 133.0 163.8 23.2 0.021 1456 992 ma101115_rel_withdbg.cz12a_c8r32 100 1350 9377 146.5 996.1 26.7 6.943 111.090 9.961 272.909 30184 4.9 22.350 290 133.0 163.8 23.4 0.019 1424 912 ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 9569.6 153113 0.000 0.000 0.070 16.00 969.9 27108.9 3.105 0.331 0.037 28.23 0.001 0.002 0.000 0.000 0.000 0.011 1.937 1.608 0.742 66.44 ma101115_rel_withdbg.cz12a_c8r32 9377.4 150038 0.000 0.000 0.079 16.00 986.0 27013.3 3.362 0.359 0.075 27.61 0.009 0.038 0.000 0.000 0.039 0.189 18.73 1.493 0.819 67.56 ma101115_rel_withdbg.cz12b_c8r32
qr500.L3: range queries with 500 insert/s per client. Graphs for performance per 1-second interval are here.
Average throughput:
Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 99.523 | 0.425 | 0.026 | 0.026 | nonzero | 0.049 | |||||
| ma101115_rel_withdbg.cz12b_c8r32 | 99.312 | 0.534 | 0.126 | 0.028 | nonzero | 0.042 |
Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 84.294 | 15.700 | 0.006 | 0.064 | |||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 77.006 | 22.856 | 0.139 | 0.107 |
Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 93.894 | 6.106 | 0.046 | ||||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 84.372 | 15.628 | 0.054 |
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 500 8701 2375 37.1 1729.5 48.8 0.273 4.367 3.461 100.020 65626 14.8 7.542 136 133.0 163.8 23.2 0.049 8751 7375 ma101115_rel_withdbg.cz12a_c8r32 500 8475 2374 37.1 1776.5 49.1 0.280 4.482 3.553 100.529 63470 14.5 7.489 137 133.0 163.8 23.5 0.042 8575 6879 ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 2350.5 37608.0 0.000 0.000 0.079 16.00 1732.5 50063.9 6.080 0.362 0.078 29.69 0.004 0.016 0.000 0.000 0.017 0.078 2.711 1.609 0.314 14.76 ma101115_rel_withdbg.cz12a_c8r32 2350.7 37610.9 0.000 0.000 0.105 16.00 1773.2 50170.6 6.224 0.363 0.131 29.09 0.004 0.016 0.000 0.000 0.017 0.078 33.90 1.398 0.520 19.14 ma101115_rel_withdbg.cz12b_c8r32
qp500.L4: point queries with 500 insert/s per client. Graphs for performance per 1-second interval are here.
Average throughput:
Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 0.007 | 92.534 | 7.248 | 0.211 | nonzero | 0.037 | |||||
| ma101115_rel_withdbg.cz12b_c8r32 | 0.005 | 89.571 | 8.754 | 1.669 | 0.002 | nonzero | nonzero | 0.349 |
Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 90.839 | 9.156 | 0.006 | 0.084 | |||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 77.317 | 21.139 | 1.544 | 0.236 |
Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 96.350 | 3.650 | 0.054 | ||||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 80.006 | 19.922 | 0.072 | 0.086 |
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 500 1206 11714 183.0 2961.5 81.9 9.712 155.393 5.927 167.902 43847 7.0 36.355 464 133.0 163.8 23.2 0.037 1232 992 ma101115_rel_withdbg.cz12a_c8r32 500 1074 10831 169.2 2962.6 80.6 10.088 161.413 5.925 165.022 41448 6.9 38.606 514 133.0 163.8 23.5 0.349 1088 816 ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 11715.2 187443 0.000 0.000 0.078 16.00 2953.9 83689.0 9.335 0.315 0.071 28.37 0.002 0.009 0.000 0.000 0.011 0.045 2.995 2.981 1.100 72.61 ma101115_rel_withdbg.cz12a_c8r32 10831.6 173306 0.000 0.000 0.093 16.00 2956.0 82330.4 9.384 0.316 0.127 27.89 0.023 0.874 0.000 0.000 0.114 4.368 45.84 2.799 1.501 76.16 ma101115_rel_withdbg.cz12b_c8r32
qr1000.L5: range queries with 1000 insert/s per client. Graphs for performance per 1-second interval are here.
Average throughput:
Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 99.147 | 0.779 | 0.042 | 0.031 | nonzero | 0.036 | |||||
| ma101115_rel_withdbg.cz12b_c8r32 | 98.654 | 1.023 | 0.286 | 0.037 | nonzero | 0.033 |
Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 88.747 | 11.247 | 0.006 | 0.066 | |||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 77.619 | 22.331 | 0.050 | 0.099 |
Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 0.003 | 96.758 | 3.239 | 0.051 | |||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 85.119 | 14.881 | 0.057 |
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 999 8395 4228 66.1 3716.2 104.1 0.504 8.058 3.721 106.711 79962 17.0 9.525 162 133.0 163.9 23.2 0.036 8463 6783 ma101115_rel_withdbg.cz12a_c8r32 999 7930 4221 66.0 3807.9 104.7 0.532 8.517 3.810 107.292 75484 16.9 9.519 171 133.0 163.8 23.5 0.033 8111 5375 ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 4205.5 67287.6 0.000 0.000 0.075 16.00 3719.2 106666 12.35 0.333 0.054 28.86 0.007 0.045 0.000 0.000 0.021 0.189 4.220 1.680 0.520 24.09 ma101115_rel_withdbg.cz12a_c8r32 4201.0 67216.4 0.000 0.000 0.106 16.00 3809.9 107284 12.85 0.336 0.105 28.32 0.006 0.098 0.000 0.000 0.031 0.396 60.07 1.507 0.931 31.73 ma101115_rel_withdbg.cz12b_c8r32
qp1000.L6: point queries with 1000 insert/s per client. Graphs for performance per 1-second interval are here.
Average throughput:
Query response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | nonzero | 85.468 | 13.993 | 0.538 | nonzero | 0.041 | |||||
| ma101115_rel_withdbg.cz12b_c8r32 | nonzero | 78.183 | 18.001 | 3.813 | 0.003 | 0.052 |
Insert response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 85.578 | 14.389 | 0.033 | 0.076 | |||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 75.653 | 23.556 | 0.792 | 0.166 |
Delete response time histogram: each cell has the percentage of responses that take <= the time in the header and max is the max response time in seconds. For max values in the top 25% of the range have a red background and in the bottom 25% of the range have a green background. The red background is not used when the min value is within 80% of the max value.
| dbms | 256us | 1ms | 4ms | 16ms | 64ms | 256ms | 1s | 4s | 16s | gt | max |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ma101115_rel_withdbg.cz12a_c8r32 | 90.489 | 9.503 | 0.008 | 0.073 | |||||||
| ma101115_rel_withdbg.cz12b_c8r32 | 75.658 | 24.294 | 0.047 | 0.086 |
Performance metrics for the DBMS listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 999 1078 13815 215.9 4849.7 134.7 12.818 205.080 4.853 138.023 57557 9.1 53.402 675 133.0 163.9 23.2 0.041 1088 944 ma101115_rel_withdbg.cz12a_c8r32 999 882 12299 192.2 4808.0 131.4 13.938 223.004 4.811 134.583 53854 9.3 61.031 843 133.0 163.8 23.5 0.052 896 624 ma101115_rel_withdbg.cz12b_c8r32
Average values from iostat.
r/s rkB/s rrqm/s %rrqm r_await rareq-s w/s wkB/s wrqm/s %wrqm w_await wareq-s d/s dkB/s drqm/s %drqm d_await dareq-s f/s f_await aqu-sz %util 13818.8 221100 0.000 0.000 0.080 16.00 4838.0 137620 15.40 0.317 0.079 28.47 0.007 0.045 0.000 0.000 0.018 0.167 4.926 3.179 1.521 77.73 ma101115_rel_withdbg.cz12a_c8r32 12302.3 196837 0.000 0.000 0.110 16.00 4797.1 134210 15.61 0.324 0.136 27.99 0.006 0.069 0.000 0.000 0.018 0.240 71.88 2.930 2.198 82.97 ma101115_rel_withdbg.cz12b_c8r32
l.i0: load without secondary indexes
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 156280 0 0 0.0 929.5 42.0 0.000 0.000 0.006 0.275 21466 19.7 0.137 10 52.6 83.4 23.1 0.482 161280 116283 ma101115_rel_withdbg.cz12a_c8r32 160096 0 0 0.0 959.3 43.0 0.000 0.000 0.006 0.275 21275 20.1 0.133 10 52.6 83.4 23.4 0.199 160980 140878 ma101115_rel_withdbg.cz12b_c8r32
l.x: create secondary indexes
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 132604 0 1413 131.5 1587.7 146.4 0.011 1.016 0.012 1.131 4352 12.0 0.033 7 111.5 142.3 23.1 0.001 NA NA ma101115_rel_withdbg.cz12a_c8r32 134862 0 1434 133.6 1614.3 148.9 0.011 1.014 0.012 1.131 4458 11.9 0.033 7 111.5 142.3 23.4 0.001 NA NA ma101115_rel_withdbg.cz12b_c8r32
l.i1: continue load after secondary indexes created with 50 inserts per transaction
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 2478 0 11494 179.6 13959.7 373.4 4.638 74.203 5.633 154.274 98772 18.0 39.855 581 133.0 163.8 23.2 3.042 2500 1200 ma101115_rel_withdbg.cz12a_c8r32 1729 0 8016 125.3 9865.7 260.0 4.636 74.169 5.705 153.985 69637 13.5 40.269 625 133.0 163.8 23.4 2.466 1650 650 ma101115_rel_withdbg.cz12b_c8r32
l.i2: continue load after secondary indexes created with 5 inserts per transaction
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 3067 0 12794 199.9 14035.2 390.8 4.171 66.738 4.576 130.465 112007 21.1 36.515 550 133.0 163.8 23.2 0.038 3060 2030 ma101115_rel_withdbg.cz12a_c8r32 2070 0 8630 134.9 9611.8 263.3 4.169 66.699 4.643 130.250 79048 15.8 38.182 611 133.0 163.8 23.5 0.112 2035 870 ma101115_rel_withdbg.cz12b_c8r32
qr100.L1: range queries with 100 insert/s per client
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 100 8978 453 7.1 91.4 3.0 0.050 0.808 0.914 30.554 53391 12.4 5.947 110 133.0 163.8 23.2 0.014 9023 8367 ma101115_rel_withdbg.cz12a_c8r32 100 8931 454 7.1 93.1 3.0 0.051 0.813 0.931 30.540 53090 12.4 5.945 111 133.0 163.8 23.4 0.016 8975 8367 ma101115_rel_withdbg.cz12b_c8r32
qp100.L2: point queries with 100 insert/s per client
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 100 1382 9570 149.5 979.8 26.7 6.925 110.802 9.808 274.107 31021 5.1 22.446 295 133.0 163.8 23.2 0.021 1456 992 ma101115_rel_withdbg.cz12a_c8r32 100 1350 9377 146.5 996.1 26.7 6.943 111.090 9.961 272.909 30184 4.9 22.350 290 133.0 163.8 23.4 0.019 1424 912 ma101115_rel_withdbg.cz12b_c8r32
qr500.L3: range queries with 500 insert/s per client
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 500 8701 2375 37.1 1729.5 48.8 0.273 4.367 3.461 100.020 65626 14.8 7.542 136 133.0 163.8 23.2 0.049 8751 7375 ma101115_rel_withdbg.cz12a_c8r32 500 8475 2374 37.1 1776.5 49.1 0.280 4.482 3.553 100.529 63470 14.5 7.489 137 133.0 163.8 23.5 0.042 8575 6879 ma101115_rel_withdbg.cz12b_c8r32
qp500.L4: point queries with 500 insert/s per client
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 500 1206 11714 183.0 2961.5 81.9 9.712 155.393 5.927 167.902 43847 7.0 36.355 464 133.0 163.8 23.2 0.037 1232 992 ma101115_rel_withdbg.cz12a_c8r32 500 1074 10831 169.2 2962.6 80.6 10.088 161.413 5.925 165.022 41448 6.9 38.606 514 133.0 163.8 23.5 0.349 1088 816 ma101115_rel_withdbg.cz12b_c8r32
qr1000.L5: range queries with 1000 insert/s per client
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 999 8395 4228 66.1 3716.2 104.1 0.504 8.058 3.721 106.711 79962 17.0 9.525 162 133.0 163.9 23.2 0.036 8463 6783 ma101115_rel_withdbg.cz12a_c8r32 999 7930 4221 66.0 3807.9 104.7 0.532 8.517 3.810 107.292 75484 16.9 9.519 171 133.0 163.8 23.5 0.033 8111 5375 ma101115_rel_withdbg.cz12b_c8r32
qp1000.L6: point queries with 1000 insert/s per client
Performance metrics for all DBMS, not just the ones listed above. Some are normalized by throughput, others are not. Legend for results is here.
ips qps rps rmbps wps wmbps rpq rkbpq wpi wkbpi csps cpups cspq cpupq dbgb1 dbgb2 rss maxop p50 p99 tag 999 1078 13815 215.9 4849.7 134.7 12.818 205.080 4.853 138.023 57557 9.1 53.402 675 133.0 163.9 23.2 0.041 1088 944 ma101115_rel_withdbg.cz12a_c8r32 999 882 12299 192.2 4808.0 131.4 13.938 223.004 4.811 134.583 53854 9.3 61.031 843 133.0 163.8 23.5 0.052 896 624 ma101115_rel_withdbg.cz12b_c8r32
Insert response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 99.588 0.210 0.058 0.136 0.009 nonzero 0.000 0.000 0.000 0.482 ma101115_rel_withdbg.cz12a_c8r32 0.000 99.680 0.127 0.070 0.119 0.005 0.000 0.000 0.000 0.000 0.199 ma101115_rel_withdbg.cz12b_c8r32
TODO - determine whether there is data for create index response time
Insert response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 59.775 38.289 1.929 0.006 0.001 0.000 0.000 3.042 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 46.706 43.899 9.355 0.039 0.001 0.000 0.000 2.466 ma101115_rel_withdbg.cz12b_c8r32
Delete response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 84.324 15.664 0.009 0.003 0.001 0.000 0.000 3.001 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 68.819 30.912 0.258 0.010 0.001 0.000 0.000 2.425 ma101115_rel_withdbg.cz12b_c8r32
Insert response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.001 20.322 73.823 5.790 0.063 0.000 0.000 0.000 0.000 0.000 0.038 ma101115_rel_withdbg.cz12a_c8r32 0.001 16.645 66.037 16.728 0.589 0.001 0.000 0.000 0.000 0.000 0.112 ma101115_rel_withdbg.cz12b_c8r32
Delete response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.009 57.694 39.279 2.994 0.023 0.000 0.000 0.000 0.000 0.000 0.037 ma101115_rel_withdbg.cz12a_c8r32 0.005 50.216 38.680 10.777 0.323 0.001 0.000 0.000 0.000 0.000 0.102 ma101115_rel_withdbg.cz12b_c8r32
Query response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 99.800 0.173 0.013 0.014 0.000 0.000 0.000 0.000 0.000 0.000 0.014 ma101115_rel_withdbg.cz12a_c8r32 99.774 0.194 0.017 0.015 nonzero 0.000 0.000 0.000 0.000 0.000 0.016 ma101115_rel_withdbg.cz12b_c8r32
Insert response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 55.889 44.111 0.000 0.000 0.000 0.000 0.000 0.033 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 54.694 45.306 0.000 0.000 0.000 0.000 0.000 0.055 ma101115_rel_withdbg.cz12b_c8r32
Delete response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 66.389 33.611 0.000 0.000 0.000 0.000 0.000 0.043 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 60.833 39.167 0.000 0.000 0.000 0.000 0.000 0.036 ma101115_rel_withdbg.cz12b_c8r32
Query response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.093 96.576 3.327 0.004 nonzero 0.000 0.000 0.000 0.000 0.000 0.021 ma101115_rel_withdbg.cz12a_c8r32 0.096 95.877 3.908 0.119 nonzero 0.000 0.000 0.000 0.000 0.000 0.019 ma101115_rel_withdbg.cz12b_c8r32
Insert response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 89.694 10.306 0.000 0.000 0.000 0.000 0.000 0.032 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 84.417 15.583 0.000 0.000 0.000 0.000 0.000 0.051 ma101115_rel_withdbg.cz12b_c8r32
Delete response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 98.944 1.056 0.000 0.000 0.000 0.000 0.000 0.026 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 93.000 7.000 0.000 0.000 0.000 0.000 0.000 0.036 ma101115_rel_withdbg.cz12b_c8r32
Query response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 99.523 0.425 0.026 0.026 nonzero 0.000 0.000 0.000 0.000 0.000 0.049 ma101115_rel_withdbg.cz12a_c8r32 99.312 0.534 0.126 0.028 nonzero 0.000 0.000 0.000 0.000 0.000 0.042 ma101115_rel_withdbg.cz12b_c8r32
Insert response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 84.294 15.700 0.006 0.000 0.000 0.000 0.000 0.064 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 77.006 22.856 0.139 0.000 0.000 0.000 0.000 0.107 ma101115_rel_withdbg.cz12b_c8r32
Delete response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 93.894 6.106 0.000 0.000 0.000 0.000 0.000 0.046 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 84.372 15.628 0.000 0.000 0.000 0.000 0.000 0.054 ma101115_rel_withdbg.cz12b_c8r32
Query response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.007 92.534 7.248 0.211 nonzero 0.000 0.000 0.000 0.000 0.000 0.037 ma101115_rel_withdbg.cz12a_c8r32 0.005 89.571 8.754 1.669 0.002 nonzero nonzero 0.000 0.000 0.000 0.349 ma101115_rel_withdbg.cz12b_c8r32
Insert response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 90.839 9.156 0.006 0.000 0.000 0.000 0.000 0.084 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 77.317 21.139 1.544 0.000 0.000 0.000 0.000 0.236 ma101115_rel_withdbg.cz12b_c8r32
Delete response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 96.350 3.650 0.000 0.000 0.000 0.000 0.000 0.054 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 80.006 19.922 0.072 0.000 0.000 0.000 0.000 0.086 ma101115_rel_withdbg.cz12b_c8r32
Query response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 99.147 0.779 0.042 0.031 nonzero 0.000 0.000 0.000 0.000 0.000 0.036 ma101115_rel_withdbg.cz12a_c8r32 98.654 1.023 0.286 0.037 nonzero 0.000 0.000 0.000 0.000 0.000 0.033 ma101115_rel_withdbg.cz12b_c8r32
Insert response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 88.747 11.247 0.006 0.000 0.000 0.000 0.000 0.066 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 77.619 22.331 0.050 0.000 0.000 0.000 0.000 0.099 ma101115_rel_withdbg.cz12b_c8r32
Delete response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.003 96.758 3.239 0.000 0.000 0.000 0.000 0.000 0.051 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 85.119 14.881 0.000 0.000 0.000 0.000 0.000 0.057 ma101115_rel_withdbg.cz12b_c8r32
Query response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag nonzero 85.468 13.993 0.538 nonzero 0.000 0.000 0.000 0.000 0.000 0.041 ma101115_rel_withdbg.cz12a_c8r32 nonzero 78.183 18.001 3.813 0.003 0.000 0.000 0.000 0.000 0.000 0.052 ma101115_rel_withdbg.cz12b_c8r32
Insert response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 85.578 14.389 0.033 0.000 0.000 0.000 0.000 0.076 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 75.653 23.556 0.792 0.000 0.000 0.000 0.000 0.166 ma101115_rel_withdbg.cz12b_c8r32
Delete response time histogram
256us 1ms 4ms 16ms 64ms 256ms 1s 4s 16s gt max tag 0.000 0.000 0.000 90.489 9.503 0.008 0.000 0.000 0.000 0.000 0.073 ma101115_rel_withdbg.cz12a_c8r32 0.000 0.000 0.000 75.658 24.294 0.047 0.000 0.000 0.000 0.000 0.086 ma101115_rel_withdbg.cz12b_c8r32