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PageRank
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Benchmark test 0.6.4 vs 0.6.3
- NOTE: PageRank is an good example of communication-intensive processing
- 2 nodes cluster (8 cores 16GB)
- 6 tasks (opt: -Xmx2048m)
- 40,000 vertices
- Memory based Queue and Vertices storage (ListVerticesInfo) was used (for both version)
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Edges per Vertex
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0.7.0-SNAPSHOT
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Hama 0.6.3
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500
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359.518 seconds
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284.075 seconds
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600
...
440.835 seconds
...
347.325 seconds
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700
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521.53 seconds
...
368.14 seconds
...
800
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605.78 seconds
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Out Of Memory
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900
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705.896 seconds
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Out Of Memory
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1000
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794.966 seconds
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Out Of Memory
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1100
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879.476 seconds
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Out Of Memory
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1200
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1032.919 seconds
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Out Of Memory
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1300
...
1173.371 seconds
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Out Of Memory
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1400
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1058.794 seconds
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See http://blog.datasayer.com/2014/03/apache-hama-benchmark-test-at-lg-cns.html
Hama 0.6 RC3
- Oracle BDA
- 180 Tasks
- SDP protocol disabled
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