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RHEL: | |
Create: | |
| | # threads | # files | Ops/sec | average time | | |
|------|-----------|---------|----------|--------------| | |
| Volt | 1 | 1 | 20.83 | 47 | | |
| Volt | 1 | 10 | 166.67 | 6 | | |
| Volt | 1 | 100 | 555.55 | 1 | | |
| Volt | 1 | 1000 | 1377.41 | 0 | | |
| VOLT | 1 | 10000 | 2749.51 | 0 | | |
Open Op: | |
| | # threads | # files | Ops/sec | average time | | |
|------|-----------|---------|----------|--------------| | |
| Volt | 1 | 1 | 333.33 | 3 | | |
| Volt | 1 | 10 | 1250.0 | 0 | | |
| Volt | 2 | 10 | 2000.0 | 1 | | |
| Volt | 1 | 100 | 2777.77 | 0 | | |
| Volt | 2 | 100 | 4347.82 | 0 | | |
| Volt | 1 | 1000 | 3816.79 | 0 | | |
| Volt | 2 | 1000 | 6097.56 | 0 | | |
| Volt | 1 | 10000 | 5807.20 | 0 | | |
| Volt | 2 | 10000 | 9442.87 | 0 | | |
| Volt | 4 | 10000 | 10460.25 | 0 | | |
| Volt | 8 | 10000 | 11574.07 | 0 | | |
| Volt | 16 | 10000 | 12987.01 | 1 | | |
| Volt | 32 | 10000 | 12239.90 | 2 | | |
--------------------------- | |
Create Op: | |
| | # threads | # files | Ops/sec | average time | | |
|------|-----------|---------|----------|--------------| | |
| HDFS | 1 | 1 | 9.174 | 108 | | |
| HDFS | 1 | 10 | 108.696 | 9 | | |
| HDFS | 1 | 100 | 227.790 | 4 | | |
| HDFS | 1 | 1000 | 522.172 | 2 | | |
| HDFS | 1 | 10000 | 760.227 | 1 | | |
| | # threads | # files | Ops/sec | average time | | |
|------|-----------|---------|----------|--------------| | |
| Volt | 1 | 1 | 2.08 | 478 | | |
| Volt | 1 | 10 | 38.02 | 26 | | |
| Volt | 1 | 100 | 170.06 | 5 | | |
| Volt | 1 | 1000 | 534.47 | 1 | | |
| VOLT | 1 | 10000 | 874.12 | 1 | | |
Open Op: | |
| | # threads | # files | Ops/sec | average time | | |
|------|-----------|---------|----------|--------------| | |
| Volt | 1 | 1 | 14.92 | 66 | | |
| Volt | 1 | 10 | 133.33 | 7 | | |
| Volt | 1 | 100 | 444.44 | 2 | | |
| Volt | 1 | 1000 | 1048.22 | 0 | | |
| Volt | 1 | 10000 | 1433.89 | 0 | | |
Add one router: hdfs://localhost:65212 | |
PVolt: Proxy Layer on HFS with VoltDB | |
Volt: HDFS with VoltDB | |
| | # threads | # files | Ops/sec | average time | | |
|-------|-----------|---------|----------|--------------| | |
| PVolt | 1 | 1000 | 127.82 | 7 | | |
| PVolt | 10 | 1000 | 871.08 | 11 | | |
| PVolt | 12 | 1000 | 938.96 | 11 | | |
| Volt | 12 | 1000 | 1639.34 | 6 | | |
| PVolt | 24 | 1000 | 1336.89 | 16 | | |
| Volt | 24 | 1000 | 1557.63 | 14 | | |
| PVolt | 36 | 1000 | 1331.55 | 25 | | |
| Volt | 36 | 1000 | 1418.43 | 23 | | |
./bin/hadoop org.apache.hadoop.hdfs.server.namenode.NNThroughputBenchmark -fs hdfs://localhost:9000 -op create -threads 1 -files 10000 -filesPerDir 10000 -keepResults -logLevel INFO | |
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