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Performance Tests with real DMaaP
Environment 1:
- CPU - 8 cores
- CPU clock speed - 2.4 GHz
- Max Heap - 512 MB
- Start Heap - 256 MB
Ves with Dmaap Client
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Test scenario
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Description
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JMeter test results & metrics
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Ves metrics
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K8s metrics
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Ves with cambria
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Test scenario
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10RPS → 5min
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JMeter test results & metrics
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Ves metrics
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K8s metrics
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Environment 2
- CPU - 24 cores
- CPU clock speed - 2.4 GHz
- Max Heap - 512 MB
- Start Heap - 256 MB
Ves with Dmaap client
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Test scenario
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10RPS → 5min
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JMeter test results & metrics
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Ves metrics
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K8s metrics
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Ves with Cambria client
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Test scenario
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10RPS → 5min
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JMeter test results & metrics
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Ves metrics
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K8s metrics
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Summary test results:
Environment 1
- CPU - 8 cores
- CPU clock speed - 2.4 GHz
- Max Heap - 512 MB
- Start Heap - 256 MB
| Average and Max Sync Processing Time (Client → VES) | Average VES Processing time | Error Rate [%] | Max CPU Usage [%] | |||
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| VES with Dmaap | 50th percentile | 95th percentile | 99th percentile | |||
| 10RPS → 5min | 127ms, 287ms | 160ms, 1.06s | 180ms, 1.07s | 98ms | 0 | 39 |
| 123ms, 172ms | 137ms, 528ms | 151ms, 544ms | 98ms | 0 | 37 | |
| 123ms, 170ms | 139ms, 513ms | 160ms, 531ms | 98ms | 0 | 37 | |
| 20RPS → 5min | 125ms, 412ms | 157ms, 1.23s | 178ms, 1.33s | 101ms | 0 | 48 |
| 123ms, 412ms | 157ms, 1.12s | 231ms, 1.53s | 101ms | 0 | 53 | |
| 123ms, 215ms | 158ms, 985ms | 221ms, 2.91s | 100ms | 0 | 47 | |
| 50RPS → 5min | 293ms, 3.33s | 484ms, 6.27s | 607ms,6.48s | 269ms | 4 | 95 |
| 281ms, 3.14s | 427ms, 5.99s | 531ms, 7.35s | 270ms | 0 | 94* | |
| 298ms, 3.36s | 463ms, 6.04s | 615ms, 7.48s | 271ms | 0 | 97 | |
| VES with Cambria | 50th percentile | 95th percentile | 99th percentile | |||
| 10RPS → 5min | 123ms, 272ms | 153ms, 1.04s | 172ms, 1.05s | 93ms | 0 | 40 |
| 119ms, 174ms | 135ms, 547ms | 147ms, 547ms | 95ms | 0 | 33 | |
| 119ms, 174ms | 135ms, 538ms | 149ms, 546ms | 93ms | 0 | 34 | |
| 20RPS → 5min | 124ms, 544ms | 152ms, 1.08s | 217ms, 3.86s | 96ms | 0 | 46 |
| 125ms, 595ms | 150ms, 1.08s | 202ms, 3.03s | 96ms | 0 | 49 | |
| 127ms, 682ms | 152ms, 1.18s | 213ms, 3,46s | 97ms | 0 | 46 | |
| 50RPS → 5min | 219ms, 2.6s | 335ms, 3.13s | 504ms, 7.s | 219ms | 144 | 97 |
| 240ms, 3.23s | 353ms, 4.84s | 458ms, 6.38 | 236ms | 144 | 93 | |
| 312ms, 3,82s | 569ms, 6.20s | 774ms, 9.47s | 276ms | 144 | 98 | |
Environment 2
- CPU - 24 cores
- CPU clock speed - 2.4 GHz
- Max Heap - 512 MB
- Start Heap - 256 MB
| Average and Max Sync Processing Time (Client → VES) | Average VES Processing time | Error Rate [%] | Max CPU Usage [%] | |||
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| VES with Dmaap | 50th percentile | 95th percentile | 99th percentile | |||
| 50RPS → 10min | 122ms, 349ms | 181ms, 3.23s | 591ms, 4.43s | 91ms | 0 | 36 |
| 124ms, 515ms | 204ms, 4.27s | 609ms, 5.48s | 90ms | 0 | 42 | |
| 121ms, 399ms | 177ms, 2.17s | 561ms, 5.22 | 91ms | 0 | 30 | |
| 100RPS → 10min | 274ms, 7.06 | 570ms, 7.93s | 1.0s, 8.06s | 139ms | 0.05% | 72 |
| 574ms, 6,07s | 1,17s, 14.19s | 1.89s, 15.37s | 201ms | 0 | 91 | |
| 291ms, 5.88s | 415.5ms, 6.45s | 922ms, 11.3s | 143ms | 0 | 78 | |
| VES with Cambria | 50th percentile | 95th percentile | 99th percentile | |||
| 50RPS → 10min | 118ms, 520ms | 174ms, 2.10s | 571ms, 6.48s | 90ms | 0 | 48 |
| 122ms, 548ms | 230ms, 5.17s | 581ms, 5.54s | 88ms | 0 | 32 | |
| 123ms, 557ms | 194ms, 2.50s | 676ms, 5.12s | 88ms | 0 | 42 | |
| 100RPS → 10min | 301ms, 5.79s | 772ms, 16.97s | 1.16s, 17.08s | 153ms | 0 | 88 |
| 340ms, 7.13s | 636ms, 17.87s | 1.15s, 18.48s | 149ms | 0 | 76 | |
| 307ms, 8.29s | 506ms, 9.44s | 855ms, 9.78s | 155ms | 0 | 88 | |
Conclusion:
Results of performance tests for both VES collector client implementation (DMaap client and Cambria client) are very similar.
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