Project: YugabyteDB (App Definition and Development / Database)
File: yb-perf-v1.0.7.md

3 node, 16 vCPUs. Each write is replicated 3 ways internally. Each key-value is around 64 bytes combined. See for more info. CassandraKeyValue (see ) 97K writes/sec at 2.6ms (256 writers) 220K reads/sec at 1.2ms (256 readers) CassandraSecondaryIndex (see ) 5.9K writes/sec at 10.7ms (64 writers) 200K reads/sec at 1.3ms (256 readers) CassandraBatchKeyValue (see ) 220K writes/sec at 14ms (32 writes) 258K writes/sec at 24ms (64 writers) RedisKeyValue (see ) 89K writes/sec at 2.9ms (256 writers) 170K reads/sec at 1.5ms (256 readers) RedisPipelinedKeyValue (see ) 536K writes/sec at 21ms (24 writers) 538K reads/sec at 14ms (16 readers) See . These tests were done on GCP (Google Cloud). Replication factor (num nodes): 3 Cluster node type: n1-standard-16 CPU type: Intel(R) Xeon(R) CPU @ 2.30GHz specs: {"memory": "60GB", "vCPUs": "16", "numDisks": "2", "diskSize": "375GB", "diskType": "SSD"} Each key-value is around 64 bytes combined. Software version: 1.0.7 Compiled on: Aug 31, 2018 ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 97104.20 | 94671.87 | 98545.61 | 1153.82 | 97408.51 | 94671.87 | 94681.18 | 94871.44 | 98410.18 | 98539.33 | 98545.61 | | Write latency, ms/op | 2.64 | 2.60 | 2.70 | 0.03 | 2.63 | 2.60 | 2.60 | 2.60 | 2.70 | 2.70 | 2.70 | | Load tester CPU, user, % | 23.74 | 22.30 | 33.80 | 2.51 | 22.90 | 22.30 | 22.31 | 22.40 | 26.18 | 33.08 | 33.80 | | Load tester CPU, system, % | 9.02 | 8.10 | 14.50 | 1.66 | 8.50 | 8.10 | 8.11 | 8.22 | 12.50 | 14.39 | 14.50 | | Cluster node CPU, user, % | 63.28 | 42.30 | 66.30 | 4.61 | 64.40 | 42.30 | 50.26 | 62.07 | 65.43 | 65.96 | 66.30 | | Cluster node CPU, system, % | 17.16 | 13.10 | 18.10 | 0.81 | 17.30 | 13.10 | 15.50 | 16.70 | 17.80 | 17.86 | 18.10 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 19798.69 | 18668.88 | 20765.01 | 790.45 | 19825.69 | 18668.88 | 18677.57 | 18843.48 | 20729.09 | 20763.28 | 20765.01 | | Read latency, ms/op | 0.81 | 0.77 | 0.86 | 0.03 | 0.81 | 0.77 | 0.77 | 0.77 | 0.85 | 0.86 | 0.86 | | Write throughput, ops/sec | 76801.56 | 74526.34 | 78264.63 | 944.52 | 76780.56 | 74526.34 | 74579.45 | 75625.62 | 78181.10 | 78260.99 | 78264.63 | | Write latency, ms/op | 2.50 | 2.45 | 2.58 | 0.03 | 2.50 | 2.45 | 2.45 | 2.45 | 2.54 | 2.58 | 2.58 | | Load tester CPU, user, % | 22.06 | 20.60 | 27.10 | 1.52 | 21.80 | 20.60 | 20.63 | 20.92 | 24.98 | 26.95 | 27.10 | | Load tester CPU, system, % |

| 5 | 11.40 | 1.18 | 8.70 | 5 | 5.35 | 8.52 | 10.90 | 11.39 | 11.40 | | Cluster node CPU, user, % | 62.43 | 19.40 | 66 | 9.13 | 64.40 | 19.40 | 36.95 | 62.74 | 65.50 | 65.67 | 66 | | Cluster node CPU, system, % | 16.67 | 6.90 | 18.50 | 2.05 | 17 | 6.90 | 11.26 | 16.47 | 17.73 | 17.90 | 18.50 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 70602.47 | 53972.20 | 76536.04 | 7895.53 | 75154.52 | 53972.20 | 54157.66 | 57902.37 | 76372.29 | 76528.52 | 76536.04 | | Read latency, ms/op | 0.92 | 0.84 | 1.18 | 0.11 | 0.85 | 0.84 | 0.84 | 0.84 | 1.11 | 1.18 | 1.18 | | Write throughput, ops/sec | 48591.69 | 46328.19 | 49775.89 | 1049.38 | 49014.84 | 46328.19 | 46338.92 | 46581.32 | 49667.41 | 49771.57 | 49775.89 | | Write latency, ms/op | 2.64 | 2.57 | 2.76 | 0.06 | 2.62 | 2.57 | 2.57 | 2.58 | 2.75 | 2.76 | 2.76 | | Load tester CPU, user, % | 27.50 | 21.60 | 76.90 | 11.38 | 25.50 | 21.60 | 21.77 | 23.34 | 26.36 | 71.85 | 76.90 | | Load tester CPU, system, % | 9.66 | 1.70 | 14.30 | 2.22 | 9.70 | 1.70 | 2.43 | 9.02 | 12.56 | 14.17 | 14.30 | | Cluster node CPU, user, % | 62.73 | 4.70 | 70.40 | 13.57 | 67.05 | 4.70 | 20.92 | 55.57 | 69.13 | 69.79 | 70.40 | | Cluster node CPU, system, % | 14.56 | 2 | 17.10 | 2.80 | 14.95 | 2 | 6.27 | 13.76 | 16.50 | 16.77 | 17.10 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 123549.13 | 3884.75 | 134862.33 | 29204.13 | 132434.15 | 3884.75 | 8754.79 | 102866.69 | 134624.05 | 134852.52 | 134862.33 | | Read latency, ms/op | 1.16 | 0.95 | 4.39 | 0.76 | 0.97 | 0.95 | 0.95 | 0.95 | 1.24 | 4.23 | 4.39 | | Write throughput, ops/sec | 22654.85 | 1417.48 | 24294.21 | 5056.41 | 23961.38 | 1417.48 | 2391.46 | 21087.64 | 24267.98 | 24293.09 | 24294.21 | | Write latency, ms/op | 8.56 | 2.63 | 119.99 | 26.23 | 2.67 | 2.63 | 2.63 | 2.64 | 3.03 | 114.14 | 119.99 | | Load tester CPU, user, % | 40.35 | 28.60 | 99.40 | 23.61 | 30.45 | 28.60 | 28.80 | 29.90 | 97.66 | 99.27 | 99.40 | | Load tester CPU, system, % | 9.57 | 0 | 13.30 | 3.86 | 10.70 | 0 | 0 | 0.18 | 11.57 | 13.04 | 13.30 | | Cluster node CPU, user, % | 58.96 | 0.30 | 70.80 | 23.34 | 68.40 | 0.30 | 0.30 | 1.66 | 70.10 | 70.27 | 70.80 | | Cluster node CPU, system, % | 11.63 | 0.20 | 14.80 | 4.46 |

| 0.20 | 0.30 | 0.79 | 13.92 | 14.30 | 14.80 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 220996.12 | 207691.29 | 225682.32 | 5156.42 | 222720.25 | 207691.29 | 207691.29 | 208433.69 | 225606.75 | 225682.32 | 225682.32 | | Read latency, ms/op | 1.16 | 1.13 | 1.23 | 0.03 | 1.15 | 1.13 | 1.13 | 1.13 | 1.23 | 1.23 | 1.23 | | Write throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Load tester CPU, user, % | 36.71 | 17.90 | 39.70 | 5.11 | 38.30 | 17.90 | 18.80 | 28.36 | 39.50 | 39.69 | 39.70 | | Load tester CPU, system, % | 11.19 | 3.70 | 14.20 | 1.94 | 11.40 | 3.70 | 4.26 | 9.68 | 13.12 | 14.12 | 14.20 | | Cluster node CPU, user, % | 55.44 | 16.90 | 61.80 | 9.68 | 58.20 | 16.90 | 22.30 | 45.12 | 60.16 | 60.50 | 61.80 | | Cluster node CPU, system, % | 5.60 | 4.70 | 10.80 | 1.51 | 5.10 | 4.70 | 4.90 | 4.90 | 8.02 | 10.08 | 10.80 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 89430.02 | 85789.67 | 90412.81 | 1226.58 | 90144.44 | 85789.67 | 86145.25 | 87670.99 | 90376.10 | 90408.08 | 90412.81 | | Write latency, ms/op | 2.86 | 2.83 | 2.98 | 0.04 | 2.84 | 2.83 | 2.83 | 2.83 | 2.92 | 2.97 | 2.98 | | Load tester CPU, user, % | 4.39 | 3.60 | 5.80 | 0.47 | 4.30 | 3.60 | 3.64 | 3.80 | 5.06 | 5.70 | 5.80 | | Load tester CPU, system, % | 7.10 | 5.70 | 9.50 | 0.79 | 7.10 | 5.70 | 5.76 | 6.04 | 8.24 | 9.32 | 9.50 | | Cluster node CPU, user, % | 62.27 | 59.50 | 64.90 | 1.32 | 62.10 | 59.50 | 60.33 | 60.53 | 64.17 | 64.37 | 64.90 | | Cluster node CPU, system, % | 22.67 | 21.80 | 23.30 | 0.33 | 22.70 | 21.80 | 21.96 | 22.20 | 23.10 | 23.20 | 23.30 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 15490.67 | 15178.42 | 15879.06 | 150.11 | 15509.20 | 15178.42 | 15186.42 | 15241.98 | 15683.27 | 15853.84 |

| | Read latency, ms/op | 1.03 | 1.01 | 1.05 | 0.01 | 1.03 | 1.01 | 1.01 | 1.02 | 1.05 | 1.05 | 1.05 | | Write throughput, ops/sec | 73459.64 | 72085.32 | 74302.45 | 700.60 | 73623.94 | 72085.32 | 72090.94 | 72114.34 | 74160.68 | 74286.31 | 74302.45 | | Write latency, ms/op | 2.61 | 2.58 | 2.66 | 0.02 | 2.61 | 2.58 | 2.58 | 2.59 | 2.66 | 2.66 | 2.66 | | Load tester CPU, user, % | 4.01 | 3.20 | 5.50 | 0.56 | 4 | 3.20 | 3.24 | 3.44 | 4.98 | 5.50 | 5.50 | | Load tester CPU, system, % | 6.62 | 5.30 | 9.40 | 0.90 | 6.60 | 5.30 | 5.32 | 5.44 | 7.84 | 9.20 | 9.40 | | Cluster node CPU, user, % | 61.77 | 58.70 | 63.70 | 0.95 | 61.95 | 58.70 | 60 | 60.36 | 62.87 | 63.23 | 63.70 | | Cluster node CPU, system, % | 22.57 | 21.90 | 23.70 | 0.36 | 22.60 | 21.90 | 21.90 | 22.10 | 23 | 23.10 | 23.70 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 56349.41 | 53466.73 | 58844.44 | 1524.23 | 56614.10 | 53466.73 | 53500.03 | 53806.68 | 58017.99 | 58690.58 | 58844.44 | | Read latency, ms/op | 1.14 | 1.09 | 1.20 | 0.03 | 1.13 | 1.09 | 1.09 | 1.10 | 1.19 | 1.20 | 1.20 | | Write throughput, ops/sec | 46738.69 | 43832.59 | 47962.94 | 1359.21 | 47365.48 | 43832.59 | 43834.24 | 43912.10 | 47854.37 | 47950.40 | 47962.94 | | Write latency, ms/op | 2.74 | 2.67 | 2.92 | 0.08 | 2.70 | 2.67 | 2.67 | 2.67 | 2.92 | 2.92 | 2.92 | | Load tester CPU, user, % | 5.35 | 4.70 | 7.80 | 0.63 | 5.20 | 4.70 | 4.72 | 4.84 | 5.98 | 7.46 | 7.80 | | Load tester CPU, system, % | 8.33 | 7.30 | 12.20 | 1.04 | 8.10 | 7.30 | 7.32 | 7.40 | 9.66 | 11.70 | 12.20 | | Cluster node CPU, user, % | 62.14 | 57.80 | 65.10 | 1.48 | 62.30 | 57.80 | 58.80 | 60.46 | 63.70 | 64.70 | 65.10 | | Cluster node CPU, system, % | 21.80 | 19.20 | 22.70 | 0.68 | 22 | 19.20 | 19.96 | 21.10 | 22.40 | 22.70 | 22.70 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 104896.16 | 98113.18 | 109967.65 | 2864.26 | 105133.04 | 98113.18 | 98334.15 | 100153.84 | 109173.23 | 109899.92 | 109967.65 | | Read latency, ms/op | 1.22 | 1.16 | 1.30 | 0.03 | 1.22 | 1.16 | 1.16 | 1.17 | 1.28 | 1.30 | 1.30 | | Write throughput, ops/sec | 22306.59 | 20811.96 | 23139.20 | 567.97 | 22449.34 | 20811.96 | 20891.52 | 21219.47 | 22947.24 | 23102.43 | 23139.20 | | Write latency, ms/op | 2.87 | 2.77 | 3.07 |

| 2.85 | 2.77 | 2.77 | 2.79 | 3.02 | 3.06 | 3.07 | | Load tester CPU, user, % | 6.93 | 5.90 | 8 | 0.48 | 7 | 5.90 | 5.96 | 6.28 | 7.56 | 7.92 | 8 | | Load tester CPU, system, % | 10.85 | 9.40 | 12.20 | 0.79 | 10.80 | 9.40 | 9.44 | 9.68 | 12.10 | 12.18 | 12.20 | | Cluster node CPU, user, % | 62.65 | 58.80 | 64.60 | 1.26 | 62.65 | 58.80 | 59.90 | 60.93 | 64.17 | 64.33 | 64.60 | | Cluster node CPU, system, % | 21.51 | 18.80 | 22.50 | 0.68 | 21.70 | 18.80 | 19.83 | 20.83 | 22.17 | 22.40 | 22.50 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 170546.55 | 167257.28 | 172149.37 | 1038.35 | 170441.94 | 167257.28 | 167483.01 | 169558.69 | 171972.34 | 172139.37 | 172149.37 | | Read latency, ms/op | 1.50 | 1.49 | 1.53 | 0.01 | 1.50 | 1.49 | 1.49 | 1.49 | 1.51 | 1.53 | 1.53 | | Write throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Load tester CPU, user, % | 9.33 | 7.60 | 12.20 | 1.11 | 9.20 | 7.60 | 7.67 | 8.22 | 11.80 | 12.18 | 12.20 | | Load tester CPU, system, % | 15.01 | 12.30 | 19.60 | 1.66 | 14.80 | 12.30 | 12.42 | 13.25 | 18.49 | 19.55 | 19.60 | | Cluster node CPU, user, % | 57.14 | 54.30 | 59.50 | 1.09 | 56.95 | 54.30 | 55.80 | 55.97 | 58.53 | 59.06 | 59.50 | | Cluster node CPU, system, % | 20.77 | 19.60 | 21.80 | 0.50 | 20.80 | 19.60 | 19.90 | 20.10 | 21.50 | 21.66 | 21.80 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 220214.77 | 197638.44 | 243149.54 | 16964.00 | 213016.68 | 197638.44 | 197638.44 | 201416.52 | 241034.01 | 243149.54 | 243149.54 | | Write latency, ms/op | 14.61 | 13.17 | 16.19 | 1.11 | 15.02 | 13.17 | 13.17 | 13.28 | 15.88 | 16.19 | 16.19 | | Load tester CPU, user, % | 5.85 | 5 | 12.20 | 1.55 | 5.50 | 5 | 5.00 | 5.10 | 6.63 | 11.92 | 12.20 | | Load tester CPU, system, % | 1.00 | 0.70 | 2.30 | 0.33 | 0.90 | 0.70 | 0.70 |

| 1.28 | 2.25 | 2.30 | | Cluster node CPU, user, % | 63.32 | 14.60 | 70.20 | 11.04 | 65.50 | 14.60 | 24.98 | 61.64 | 68.64 | 70.08 | 70.20 | | Cluster node CPU, system, % | 11.20 | 3.80 | 12.60 | 1.68 | 11.60 | 3.80 | 5.56 | 11 | 12 | 12.18 | 12.60 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 258833.91 | 243113.38 | 281044.22 | 12207.27 | 257488.80 | 243113.38 | 243113.38 | 243188.86 | 277027.70 | 281044.22 | 281044.22 | | Write latency, ms/op | 24.78 | 22.76 | 26.33 | 1.16 | 24.87 | 22.76 | 22.76 | 23.12 | 26.32 | 26.33 | 26.33 | | Load tester CPU, user, % | 6.70 | 2.10 | 21.60 | 3.67 | 5.95 | 2.10 | 2.28 | 5.60 | 8.14 | 20.93 | 21.60 | | Load tester CPU, system, % | 1.18 | 0.20 | 3 | 0.59 | 1 | 0.20 | 0.24 | 0.90 | 2.10 | 2.95 | 3 | | Cluster node CPU, user, % | 69.53 | 4 | 76.50 | 15.07 | 73.40 | 4 | 15.24 | 66.22 | 75.92 | 76.16 | 76.50 | | Cluster node CPU, system, % | 9.49 | 1.80 | 10.60 | 1.73 | 9.80 | 1.80 | 3.54 | 9.40 | 10.36 | 10.40 | 10.60 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 344754.85 | 299067.10 | 370454.26 | 17581.51 | 347958.79 | 299067.10 | 299692.18 | 312068.43 | 361219.99 | 370009.54 | 370454.26 | | Write latency, ms/op | 139.49 | 130.32 | 159.92 | 7.65 | 136.68 | 130.32 | 130.46 | 133.17 | 154.40 | 159.66 | 159.92 | | Load tester CPU, user, % | 4.25 | 3.10 | 8.70 | 1.27 | 3.80 | 3.10 | 3.11 | 3.24 | 5.90 | 8.43 | 8.70 | | Load tester CPU, system, % | 0.86 | 0.40 | 2.20 | 0.51 | 0.60 | 0.40 | 0.40 | 0.42 | 1.88 | 2.18 | 2.20 | | Cluster node CPU, user, % | 46.94 | 26.60 | 78.90 | 12.86 | 42.35 | 26.60 | 31.04 | 32.75 | 63.29 | 74.66 | 78.90 | | Cluster node CPU, system, % | 2.67 | 1.80 | 3.50 | 0.48 | 2.60 | 1.80 | 1.94 | 2.07 | 3.40 | 3.46 |

| +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 14561.06 | 13726.19 | 14910.57 | 435.82 | 14806.58 | 13726.19 | 13726.19 | 13816.28 | 14900.82 | 14910.57 | 14910.57 | | Read latency, ms/op | 6.60 | 6.44 | 7 | 0.20 | 6.49 | 6.44 | 6.44 | 6.44 | 6.96 | 7 | 7 | | Write throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Load tester CPU, user, % | 7.99 | 6.40 | 15.10 | 1.74 | 7.70 | 6.40 | 6.42 | 6.84 | 8.19 | 14.75 | 15.10 | | Load tester CPU, system, % | 3.35 | 2.30 | 4.10 | 0.40 | 3.40 | 2.30 | 2.31 | 2.56 | 3.79 | 4.08 | 4.10 | | Cluster node CPU, user, % | 57.02 | 9.80 | 95.30 | 30.74 | 62.80 | 9.80 | 18.91 | 19.31 | 95 | 95.10 | 95.30 | | Cluster node CPU, system, % | 1.02 | 0.70 | 1.60 | 0.22 | 0.90 | 0.70 | 0.80 | 0.81 | 1.40 | 1.50 | 1.60 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 4910.79 | 4487.06 | 5724.97 | 307.62 | 4855.65 | 4487.06 | 4488.36 | 4514.09 | 5286.71 | 5703.26 | 5724.97 | | Read latency, ms/op | 13.08 | 11.17 | 14.29 | 0.79 | 13.20 | 11.17 | 11.22 | 12.10 | 14.24 | 14.29 | 14.29 | | Write throughput, ops/sec | 268379.38 | 249472.94 | 283363.10 | 8313.74 | 268873 | 249472.94 | 249787.86 | 256071.50 | 278128.69 | 283103.38 | 283363.10 | | Write latency, ms/op | 59.67 | 56.13 | 64.04 | 1.92 | 59.38 | 56.13 | 56.20 | 57.66 | 62.62 | 63.97 | 64.04 | | Load tester CPU, user, % | 5.42 | 4.20 | 19.90 | 3.35 | 4.60 | 4.20 | 4.21 | 4.30 | 5.92 | 18.51 | 19.90 | | Load tester CPU, system, % | 1.78 | 1.40 | 2.80 | 0.41 | 1.60 | 1.40 | 1.40 | 1.40 | 2.68 | 2.80 | 2.80 | | Cluster node CPU, user, % | 40.14 | 9.60 | 76.50 | 24.94 | 34.70 | 9.60 | 10.51 | 11.08 | 74.43 | 75.50 | 76.50 | | Cluster node CPU, system, % | 2.63 | 1.20 | 4.30 | 1.17 | 2.70 | 1.20 | 1.20 | 1.30 | 4.10 | 4.17 | 4.30 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 2273.71 | 1585.59 | 2900.08 | 401.17 | 2265.44 | 1585.59 | 1585.99 | 1613.90 | 2811.20 | 2896.12 | 2900.08 | | Read latency, ms/op | 14.57 | 11.12 | 20.39 | 2.83 |

| 11.12 | 11.15 | 11.64 | 19.96 | 20.37 | 20.39 | | Write throughput, ops/sec | 200045.56 | 178478.12 | 223743.09 | 12882.33 | 197878.04 | 178478.12 | 178528.14 | 180278.61 | 222550.86 | 223689.46 | 223743.09 | | Write latency, ms/op | 160.28 | 141.43 | 176.43 | 9.91 | 161.10 | 141.43 | 141.58 | 144.53 | 174.22 | 176.33 | 176.43 | | Load tester CPU, user, % | 3.87 | 3 | 16.20 | 2.84 | 3.20 | 3 | 3 | 3 | 3.90 | 14.97 | 16.20 | | Load tester CPU, system, % | 0.91 | 0.60 | 1.80 | 0.27 | 0.80 | 0.60 | 0.61 | 0.70 | 1.30 | 1.75 | 1.80 | | Cluster node CPU, user, % | 31.47 | 6.60 | 67.70 | 20.24 | 25.20 | 6.60 | 6.94 | 7.84 | 59.60 | 62.14 | 67.70 | | Cluster node CPU, system, % | 1.97 | 0.90 | 3.60 | 0.82 | 1.90 | 0.90 | 0.90 | 1 | 3.10 | 3.17 | 3.60 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 1216.71 | 1121.88 | 1285.67 | 42.35 | 1214.46 | 1121.88 | 1121.88 | 1154.52 | 1282.95 | 1285.67 | 1285.67 | | Write latency, ms/op | 9.87 | 9.33 | 10.69 | 0.35 | 9.87 | 9.33 | 9.33 | 9.35 | 10.39 | 10.69 | 10.69 | | Load tester CPU, user, % | 3.83 | 3 | 9 | 1.47 | 3.30 | 3 | 3 | 3 | 6.03 | 9 | 9 | | Load tester CPU, system, % | 0.97 | 0.60 | 1.20 | 0.18 | 0.90 | 0.60 | 0.60 | 0.78 | 1.20 | 1.20 | 1.20 | | Cluster node CPU, user, % | 34.25 | 12.30 | 41.70 | 5.85 | 35.90 | 12.30 | 12.50 | 31.10 | 38.30 | 40.21 | 41.70 | | Cluster node CPU, system, % | 3.66 | 1.60 | 4.70 | 0.62 | 3.80 | 1.60 | 1.60 | 3.10 | 4.30 | 4.41 | 4.70 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 1451.56 | 1414.62 | 1504.25 | 22.64 | 1451.25 | 1414.62 | 1414.62 | 1417.68 | 1489.99 | 1504.25 | 1504.25 | | Read latency, ms/op | 2.75 | 2.66 | 2.83 | 0.04 | 2.75 | 2.66 | 2.66 | 2.68 | 2.82 | 2.83 | 2.83 | | Write throughput, ops/sec | 345.29 | 329.36 | 375.76 | 11.44 | 344.16 | 329.36 | 329.36 | 332.08 | 369.04 | 375.76 | 375.76 | | Write latency, ms/op | 11.59 | 10.64 | 12.13 | 0.37 | 11.61 | 10.64 | 10.64 | 10.84 | 12.05 | 12.13 |

| | Load tester CPU, user, % | 3.46 | 2.80 | 6.80 | 1.06 | 3 | 2.80 | 2.80 | 2.80 | 5.90 | 6.80 | 6.80 | | Load tester CPU, system, % | 1.04 | 0.50 | 1.20 | 0.19 | 1.10 | 0.50 | 0.50 | 0.60 | 1.20 | 1.20 | 1.20 | | Cluster node CPU, user, % | 16.92 | 2.10 | 19.40 | 4.13 | 18.35 | 2.10 | 2.96 | 9.02 | 19.10 | 19.30 | 19.40 | | Cluster node CPU, system, % | 1.67 | 0.40 | 2 | 0.35 | 1.80 | 0.40 | 0.52 | 1.06 | 1.90 | 1.99 | 2 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 536777.80 | 513708.71 | 568294.88 | 19680.67 | 527968.16 | 513708.71 | 513722.82 | 514793.82 | 566214.62 | 568131.58 | 568294.88 | | Write latency, ms/op | 21.54 | 20.32 | 22.54 | 0.80 | 21.88 | 20.32 | 20.33 | 20.38 | 22.43 | 22.53 | 22.54 | | Load tester CPU, user, % | 8.45 | 7.90 | 9.10 | 0.33 | 8.40 | 7.90 | 7.90 | 7.93 | 8.87 | 9.07 | 9.10 | | Load tester CPU, system, % | 0.64 | 0.50 | 0.70 | 0.07 | 0.60 | 0.50 | 0.50 | 0.53 | 0.70 | 0.70 | 0.70 | | Cluster node CPU, user, % | 69.64 | 65 | 73.90 | 2.17 | 70 | 65 | 66 | 66.40 | 72.40 | 73.10 | 73.90 | | Cluster node CPU, system, % | 8.87 | 8.30 | 9.80 | 0.35 | 8.90 | 8.30 | 8.40 | 8.50 | 9.30 | 9.65 | 9.80 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 88680.28 | 76284.49 | 100983.10 | 7774.40 | 88686.90 | 76284.49 | 76507.27 | 77895.22 | 99164.43 | 100773.29 | 100983.10 | | Read latency, ms/op | 16.30 | 14.13 | 18.97 | 1.51 | 16.16 | 14.13 | 14.16 | 14.39 | 18.50 | 18.90 | 18.97 | | Write throughput, ops/sec | 337351.42 | 277549.39 | 400233.68 | 37768.04 | 340999.45 | 277549.39 | 279305.75 | 290584.38 | 393525.19 | 399303.75 | 400233.68 | | Write latency, ms/op | 20.13 | 16.63 | 24.36 | 2.32 | 19.63 | 16.63 | 16.67 | 16.92 | 23.18 | 24.20 | 24.36 | | Load tester CPU, user, % | 6.39 | 5.30 | 7.50 | 0.68 | 6.30 | 5.30 | 5.33 | 5.53 | 7.40 | 7.48 | 7.50 | | Load tester CPU, system, % | 0.45 | 0.30 | 0.60 | 0.07 | 0.45 | 0.30 | 0.32 | 0.40 | 0.50 | 0.58 | 0.60 | | Cluster node CPU, user, % |

| 57.70 | 72.40 | 4.16 | 67 | 57.70 | 58.25 | 58.60 | 70.30 | 71.35 | 72.40 | | Cluster node CPU, system, % | 10.55 | 8.40 | 12.10 | 0.91 | 10.60 | 8.40 | 9 | 9.20 | 11.90 | 12 | 12.10 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 139069.86 | 122478.02 | 157470.97 | 12273.46 | 137774.10 | 122478.02 | 122598.17 | 123398.09 | 155200.29 | 157215.71 | 157470.97 | | Read latency, ms/op | 20.90 | 18.33 | 23.69 | 1.90 | 20.91 | 18.33 | 18.35 | 18.51 | 23.47 | 23.66 | 23.69 | | Write throughput, ops/sec | 223440.40 | 171168.66 | 290643.30 | 41781.37 | 210962.78 | 171168.66 | 171783.83 | 176739.34 | 289585.58 | 290583.74 | 290643.30 | | Write latency, ms/op | 22.23 | 16.35 | 28.25 | 4.15 | 22.77 | 16.35 | 16.36 | 16.45 | 27.45 | 28.16 | 28.25 | | Load tester CPU, user, % | 5.53 | 4.60 | 6.60 | 0.68 | 5.55 | 4.60 | 4.60 | 4.60 | 6.47 | 6.58 | 6.60 | | Load tester CPU, system, % | 0.43 | 0.30 | 0.60 | 0.07 | 0.40 | 0.30 | 0.30 | 0.33 | 0.50 | 0.58 | 0.60 | | Cluster node CPU, user, % | 64.86 | 55.40 | 76.70 | 6.50 | 62.50 | 55.40 | 57.15 | 58.10 | 74.60 | 75.10 | 76.70 | | Cluster node CPU, system, % | 10.77 | 8.20 | 13.80 | 1.81 | 10.60 | 8.20 | 8.45 | 8.50 | 13.50 | 13.65 | 13.80 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 293671.22 | 277047.28 | 317859.09 | 8978.75 | 292650.92 | 277047.28 | 277812.89 | 282720.35 | 307018.98 | 316418.04 | 317859.09 | | Read latency, ms/op | 19.70 | 18.10 | 20.92 | 0.62 | 19.77 | 18.10 | 18.19 | 18.77 | 20.48 | 20.86 | 20.92 | | Write throughput, ops/sec | 135653.43 | 112878.81 | 146271.57 | 9612.08 | 139723.92 | 112878.81 | 113599.10 | 118131.42 | 143233.46 | 145851.78 | 146271.57 | | Write latency, ms/op | 13.96 | 12.88 | 16.84 | 1.15 | 13.43 | 12.88 | 12.91 | 13.11 | 16.08 | 16.73 | 16.84 | | Load tester CPU, user, % | 6.34 | 5.30 | 11.20 | 1.26 | 5.90 | 5.30 | 5.33 | 5.53 | 7.74 | 10.69 | 11.20 | | Load tester CPU, system, % | 0.86 | 0.50 | 3.20 | 0.78 | 0.50 | 0.50 | 0.50 | 0.50 | 2.54 | 3.11 | 3.20 | | Cluster node CPU, user, % | 59.95 | 50.40 | 71.30 | 6.47 | 59.10 | 50.40 | 51.65 | 52.30 | 68.40 | 69.60 | 71.30 | | Cluster node CPU, system, % | 13.87 | 11.30 | 15.70 | 1.07 | 13.90 | 11.30 | 11.50 | 12.70 | 15.20 | 15.35 | 15.70 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max |

| median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 538778.59 | 527217.65 | 548617.03 | 6743.17 | 539364.97 | 527217.65 | 527247.59 | 527915.86 | 548247.66 | 548602.09 | 548617.03 | | Read latency, ms/op | 14.09 | 13.79 | 14.43 | 0.19 | 14.04 | 13.79 | 13.79 | 13.86 | 14.41 | 14.43 | 14.43 | | Write throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Load tester CPU, user, % | 6.75 | 6.10 | 7.30 | 0.34 | 6.80 | 6.10 | 6.10 | 6.16 | 7.20 | 7.29 | 7.30 | | Load tester CPU, system, % | 0.53 | 0.40 | 1 | 0.12 | 0.50 | 0.40 | 0.40 | 0.42 | 0.68 | 0.97 | 1 | | Cluster node CPU, user, % | 57.45 | 53 | 62.40 | 2.95 | 57.20 | 53 | 53.32 | 53.64 | 61.76 | 62.24 | 62.40 | | Cluster node CPU, system, % | 12.71 | 11.30 | 13.50 | 0.45 | 12.80 | 11.30 | 11.84 | 12.20 | 13.20 | 13.28 | 13.50 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 17383.24 | 16800.52 | 17777.96 | 320.18 | 17496.59 | 16800.52 | 16810.44 | 16871.82 | 17766.83 | 17777.71 | 17777.96 | | Write latency, ms/op | 1.38 | 1.35 | 1.43 | 0.03 | 1.37 | 1.35 | 1.35 | 1.35 | 1.42 | 1.43 | 1.43 | | Load tester CPU, user, % | 4.74 | 3.40 | 5.30 | 0.36 | 4.80 | 3.40 | 3.55 | 4.46 | 5.07 | 5.27 | 5.30 | | Load tester CPU, system, % | 2.76 | 1.70 | 3.10 | 0.33 | 2.85 | 1.70 | 1.73 | 2.14 | 2.97 | 3.08 | 3.10 | | Cluster node CPU, user, % | 37.85 | 33.40 | 44.90 | 2.91 | 37.70 | 33.40 | 33.85 | 34.30 | 41.70 | 43.40 | 44.90 | | Cluster node CPU, system, % | 14.39 | 13.20 | 16 | 0.73 | 14.20 | 13.20 | 13.40 | 13.60 | 15.50 | 15.65 | 16 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 3394.39 | 3304.24 | 3458.36 | 35.95 | 3400.31 | 3304.24 | 3309.93 | 3343.07 | 3445.23 | 3457.64 | 3458.36 | | Read latency, ms/op | 1.77 | 1.73 | 1.81 | 0.02 | 1.76 | 1.73 | 1.73 | 1.74 | 1.79 | 1.81 |

| | Write throughput, ops/sec | 8240.29 | 7400.23 | 8485.32 | 285.45 | 8359.17 | 7400.23 | 7439.52 | 7710.05 | 8449.09 | 8481.05 | 8485.32 | | Write latency, ms/op | 1.21 | 1.18 | 1.35 | 0.04 | 1.19 | 1.18 | 1.18 | 1.18 | 1.29 | 1.34 | 1.35 | | Load tester CPU, user, % | 27.50 | 26.30 | 27.80 | 0.43 | 27.70 | 26.30 | 26.33 | 26.62 | 27.80 | 27.80 | 27.80 | | Load tester CPU, system, % | 1.91 | 1.30 | 2 | 0.16 | 2 | 1.30 | 1.38 | 1.80 | 2 | 2 | 2 | | Cluster node CPU, user, % | 21.95 | 18.50 | 26.40 | 1.61 | 21.90 | 18.50 | 19.40 | 19.80 | 24.30 | 25.30 | 26.40 | | Cluster node CPU, system, % | 9.06 | 7.90 | 10.10 | 0.49 | 9.10 | 7.90 | 8.15 | 8.40 | 9.70 | 9.80 | 10.10 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 6290.91 | 5992.60 | 6401.93 | 90.03 | 6303.39 | 5992.60 | 6011.30 | 6141.39 | 6391.70 | 6400.45 | 6401.93 | | Read latency, ms/op | 1.91 | 1.87 | 2 | 0.03 | 1.90 | 1.87 | 1.87 | 1.88 | 1.95 | 1.99 | 2 | | Write throughput, ops/sec | 2500.82 | 2314.97 | 2612.42 | 71.67 | 2506.17 | 2314.97 | 2328.53 | 2409.11 | 2597.52 | 2610.95 | 2612.42 | | Write latency, ms/op | 1.60 | 1.53 | 1.73 | 0.05 | 1.60 | 1.53 | 1.53 | 1.54 | 1.66 | 1.72 | 1.73 | | Load tester CPU, user, % | 48.03 | 47 | 51.90 | 0.93 | 47.95 | 47 | 47.05 | 47.30 | 48.20 | 51.34 | 51.90 | | Load tester CPU, system, % | 1.03 | 0.90 | 1.30 | 0.09 | 1 | 0.90 | 0.90 | 0.93 | 1.17 | 1.28 | 1.30 | | Cluster node CPU, user, % | 13.66 | 11.70 | 19.50 | 2.06 | 12.90 | 11.70 | 12 | 12.10 | 17.90 | 18.95 | 19.50 | | Cluster node CPU, system, % | 6.55 | 4.80 | 7.10 | 0.40 | 6.60 | 4.80 | 5.55 | 6.20 | 6.90 | 7 | 7.10 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 8212.33 | 7884.06 | 8461.67 | 131.35 | 8234.57 | 7884.06 | 7888.47 | 7981.12 | 8377.70 | 8457.61 | 8461.67 | | Read latency, ms/op | 1.95 | 1.89 | 2.03 | 0.03 | 1.94 | 1.89 | 1.89 | 1.91 | 2.01 | 2.03 | 2.03 | | Write throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Load tester CPU, user, % | 62.87 | 59.70 | 68.50 |

| 62.60 | 59.70 | 59.78 | 60.44 | 66.89 | 68.38 | 68.50 | | Load tester CPU, system, % | 0.96 | 0.80 | 1.90 | 0.22 | 0.90 | 0.80 | 0.80 | 0.83 | 1 | 1.76 | 1.90 | | Cluster node CPU, user, % | 6.33 | 4.80 | 9.40 | 0.78 | 6.40 | 4.80 | 5.44 | 5.50 | 6.83 | 7.94 | 9.40 | | Cluster node CPU, system, % | 2.57 | 1.50 | 3 | 0.29 | 2.65 | 1.50 | 1.97 | 2.27 | 2.80 | 2.90 | 3 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 5982.43 | 5852.70 | 6110.22 | 63.95 | 5999.94 | 5852.70 | 5852.70 | 5866.33 | 6070.63 | 6110.22 | 6110.22 | | Write latency, ms/op | 10.70 | 10.47 | 10.94 | 0.12 | 10.66 | 10.47 | 10.47 | 10.54 | 10.91 | 10.94 | 10.94 | | Load tester CPU, user, % | 4.74 | 2.60 | 12.60 | 2.00 | 4.30 | 2.60 | 2.60 | 4 | 5.80 | 12.60 | 12.60 | | Load tester CPU, system, % | 2.70 | 0.40 | 3 | 0.66 | 2.90 | 0.40 | 0.40 | 1.40 | 3 | 3 | 3 | | Cluster node CPU, user, % | 50.09 | 4.80 | 56.10 | 12.44 | 54 | 4.80 | 5.92 | 26.49 | 55.09 | 55.29 | 56.10 | | Cluster node CPU, system, % | 22.47 | 3.50 | 24.60 | 5.01 | 24.10 | 3.50 | 4.59 | 13.86 | 24.40 | 24.50 | 24.60 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 53908.61 | 52852.11 | 55146.34 | 648.27 | 53892.85 | 52852.11 | 52852.11 | 52975.66 | 54827.95 | 55146.34 | 55146.34 | | Read latency, ms/op | 1.19 | 1.16 | 1.21 | 0.01 | 1.19 | 1.16 | 1.16 | 1.17 | 1.21 | 1.21 | 1.21 | | Write throughput, ops/sec | 3462.76 | 3362.93 | 3520.80 | 40.78 | 3472.81 | 3362.93 | 3362.93 | 3388.25 | 3520.78 | 3520.80 | 3520.80 | | Write latency, ms/op | 9.24 | 9.09 | 9.52 | 0.11 | 9.21 | 9.09 | 9.09 | 9.09 | 9.45 | 9.52 | 9.52 | | Load tester CPU, user, % | 21.51 | 15.20 | 89.20 | 16.48 | 17.70 | 15.20 | 15.20 | 16.40 | 24.10 | 89.20 | 89.20 | | Load tester CPU, system, % | 8.37 | 0.20 | 10.10 | 2.78 | 9.50 | 0.20 | 0.20 | 1.30 | 9.70 | 10.10 | 10.10 | | Cluster node CPU, user, % | 56.54 | 1.20 | 63.80 | 17.15 | 62.20 | 1.20 | 1.73 | 15.48 |

| 63.59 | 63.80 | | Cluster node CPU, system, % | 17.67 | 1 | 20.10 | 4.94 | 19.20 | 1 | 1.39 | 6.65 | 19.60 | 19.70 | 20.10 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 107411.60 | 43870.55 | 114597.73 | 16502.85 | 110726.21 | 43870.55 | 43870.55 | 95455.43 | 114023.56 | 114597.73 | 114597.73 | | Read latency, ms/op | 1.19 | 1.12 | 1.80 | 0.16 | 1.16 | 1.12 | 1.12 | 1.12 | 1.30 | 1.80 | 1.80 | | Write throughput, ops/sec | 1760.16 | 1020.77 | 1833.20 | 191.71 | 1815.01 | 1020.77 | 1020.77 | 1606.50 | 1825.36 | 1833.20 | 1833.20 | | Write latency, ms/op | 11.10 | 8.73 | 46.99 | 9.25 | 8.81 | 8.73 | 8.73 | 8.76 | 16.71 | 46.99 | 46.99 | | Load tester CPU, user, % | 32.91 | 18 | 99.80 | 24.77 | 23.40 | 18 | 18 | 22.60 | 97.70 | 99.80 | 99.80 | | Load tester CPU, system, % | 7.94 | 0 | 10.70 | 3.57 | 9.40 | 0 | 0 | 0 | 9.80 | 10.70 | 10.70 | | Cluster node CPU, user, % | 55.86 | 0.50 | 69.30 | 23.90 | 66.50 | 0.50 | 0.60 | 0.64 | 68.49 | 68.60 | 69.30 | | Cluster node CPU, system, % | 12.35 | 0.40 | 15.50 | 4.99 | 14.40 | 0.40 | 0.50 | 0.64 | 15.09 | 15.20 | 15.50 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 200839.11 | 173423.77 | 209657.32 | 12170.03 | 207288.33 | 173423.77 | 173423.77 | 175202.13 | 209236.59 | 209657.32 | 209657.32 | | Read latency, ms/op | 1.28 | 1.22 | 1.48 | 0.09 | 1.23 | 1.22 | 1.22 | 1.22 | 1.46 | 1.48 | 1.48 | | Write throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Load tester CPU, user, % | 24.77 | 1 | 37.10 | 15.51 | 34.70 | 1 | 1.45 | 2.62 | 36.98 | 37.10 | 37.10 | | Load tester CPU, system, % | 8.05 | 0.50 | 13.20 | 4.76 | 11.10 | 0.50 | 0.53 | 0.72 | 11.74 | 12.78 | 13.20 | | Cluster node CPU, user, % | 53.07 | 5.90 | 71.20 | 19.62 | 65.10 | 5.90 | 10.30 | 14.60 | 68.44 | 69.52 | 71.20 | | Cluster node CPU, system, % | 9.04 | 3.90 | 22.10 | 6.26 | 5.60 | 3.90 | 4.68 | 4.86 | 21.20 | 21.60 | 22.10 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max |

| median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Read latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write throughput, ops/sec | 5468.89 | 5356.85 | 5579.73 | 60.56 | 5467.99 | 5356.85 | 5356.94 | 5362.07 | 5564.07 | 5579.10 | 5579.73 | | Write latency, ms/op | 5.85 | 5.73 | 5.97 | 0.06 | 5.85 | 5.73 | 5.73 | 5.75 | 5.97 | 5.97 | 5.97 | | Load tester CPU, user, % | 4.45 | 3.60 | 14 | 2.23 | 3.90 | 3.60 | 3.61 | 3.70 | 5.36 | 13.15 | 14 | | Load tester CPU, system, % | 2.61 | 1.60 | 2.90 | 0.25 | 2.70 | 1.60 | 1.69 | 2.50 | 2.86 | 2.90 | 2.90 | | Cluster node CPU, user, % | 49.87 | 23.90 | 53.30 | 5.70 | 50.95 | 23.90 | 33.46 | 49.41 | 52.46 | 52.86 | 53.30 | | Cluster node CPU, system, % | 22.79 | 13.70 | 24 | 1.98 | 23.20 | 13.70 | 17.14 | 22.57 | 23.80 | 23.86 | 24 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 37315.38 | 34253.91 | 38845.88 | 1289.69 | 37851.37 | 34253.91 | 34253.91 | 34409.04 | 38384.45 | 38845.88 | 38845.88 | | Read latency, ms/op | 0.86 | 0.82 | 0.93 | 0.03 | 0.84 | 0.82 | 0.82 | 0.83 | 0.93 | 0.93 | 0.93 | | Write throughput, ops/sec | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Write latency, ms/op | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | Load tester CPU, user, % | 12.89 | 1.40 | 16.50 | 5.24 | 15.45 | 1.40 | 1.79 | 2.57 | 16.30 | 16.43 | 16.50 | | Load tester CPU, system, % | 6.48 | 0.30 | 9.40 | 2.91 | 8.05 | 0.30 | 0.76 | 1.74 | 8.79 | 9.26 | 9.40 | | Cluster node CPU, user, % | 36.38 | 3.10 | 42.50 | 7.23 | 38.20 | 3.10 | 26.59 | 32.27 | 41.12 | 41.61 | 42.50 | | Cluster node CPU, system, % | 11.15 | 2.10 | 22.90 | 5.02 | 9.10 | 2.10 | 7.35 | 8.19 | 20.31 | 22.12 | 22.90 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 12828.18 | 12107.85 | 13125.62 | 217.70 | 12841.07 | 12107.85 | 12132.56 | 12612.57 | 13046.27 | 13121.70 | 13125.62 | | Read latency, ms/op | 0.93 | 0.91 | 0.99 | 0.02 | 0.93 | 0.91 | 0.91 | 0.92 | 0.95 | 0.99 | 0.99 | | Write throughput, ops/sec | 1404.07 | 1365.42 | 1447.63 | 19.43 | 1403.84 |

| 1366.03 | 1378.51 | 1429.19 | 1446.76 | 1447.63 | | Write latency, ms/op | 2.85 | 2.76 | 2.93 | 0.04 | 2.84 | 2.76 | 2.76 | 2.80 | 2.90 | 2.93 | 2.93 | | Load tester CPU, user, % | 9.08 | 8.10 | 14.50 | 1.45 | 8.70 | 8.10 | 8.11 | 8.20 | 11.02 | 14.16 | 14.50 | | Load tester CPU, system, % | 4.70 | 1 | 5.30 | 0.87 | 4.90 | 1 | 1.35 | 4.52 | 5.10 | 5.28 | 5.30 | | Cluster node CPU, user, % | 32.91 | 3.40 | 37.20 | 6.46 | 34.80 | 3.40 | 14.05 | 30.16 | 36.13 | 36.27 | 37.20 | | Cluster node CPU, system, % | 12.77 | 2 | 15 | 2.34 | 13.30 | 2 | 6.05 | 12 | 13.93 | 14.27 | 15 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+--+--+--+--+--+--+--+--+--+--+--+ | Metric | mean | min | max | std.dev | median | 1% | 5% | 10% | 90% | 95% | 99% | | Read throughput, ops/sec | 3251.27 | 3171.84 | 3346.79 | 47.44 | 3258.80 | 3171.84 | 3172.11 | 3177.85 | 3297.35 | 3344.34 | 3346.79 | | Read latency, ms/op | 1.23 | 1.19 | 1.26 | 0.02 | 1.23 | 1.19 | 1.19 | 1.21 | 1.26 | 1.26 | 1.26 | | Write throughput, ops/sec | 3217.72 | 3147.98 | 3287.21 | 42.89 | 3214.68 | 3147.98 | 3148.66 | 3162.06 | 3271.76 | 3286.44 | 3287.21 | | Write latency, ms/op | 3.73 | 3.65 | 3.81 | 0.05 | 3.74 | 3.65 | 3.65 | 3.67 | 3.79 | 3.81 | 3.81 | | Load tester CPU, user, % | 4.97 | 4.20 | 10.70 | 1.59 | 4.40 | 4.20 | 4.20 | 4.20 | 7.72 | 10.44 | 10.70 | | Load tester CPU, system, % | 2.82 | 1.20 | 3 | 0.38 | 2.90 | 1.20 | 1.36 | 2.80 | 3 | 3 | 3 | | Cluster node CPU, user, % | 40.58 | 9.70 | 44.50 | 6.83 | 42.05 | 9.70 | 20.58 | 39.77 | 43.53 | 44.10 | 44.50 | | Cluster node CPU, system, % | 19.47 | 5.60 | 21.10 | 3.01 | 20.10 | 5.60 | 10.60 | 19.34 | 20.83 | 21 | 21.10 | +--+--+--+--+--+--+--+--+--+--+--+--+ ``` ``` +--+-+--+--+--+ | Workload | Throughput (ops/sec) | Op Type | Avg Latency (us) | 99th% Latency (us) | | workloada | 107119.99 | READ | 1284.16 | 3407 | | | | UPDATE | 3313.92 | 7351 | | | | | | | | workloadb | 120364.26 | READ | 1956.61 | 4875 | | | | UPDATE | 3730.82 | 9143 | | | | | | | | workloadc | 129284.46 | READ | 1902.59 | 4931 | | | | | | | | workloadd | 124609.33 | READ | 1872.5 | 4459 | | | | INSERT | 3940.2 | 11399 | | | | | | | | workloade | 14007.41 | INSERT | 16756.13 | 45951 | | | | SCAN | 17633.02 | 50303 | | | | | | | | workloadf | 72184.64 | READ | 1531.82 | 3999 | | | | READ-MODIFY-WRITE | 5286.64 | 12503 | | | | UPDATE | 3750.41 | 9623 | | | | | | | +--+-+--+--+--+ ```