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- In 0.7.0-SNAPSHOT, the sender-side sends a list of messages per Vertex, the receiver-side uses normal Queue instead of Sorted Queue
- CPU and Memory usage has been dramatically decreased!
- Kryo Serializer used for message serialization
| Input Size (Bytes) | Total Tasks | Total Edges | Execution Time (0.6.4) | Execution Time (0.7.0-SNAPSHOT) |
pagerank | 905310 | 6 | 200,000 | 16.71 seconds | 13.598 secs |
pagerank | 7065912 | 6 | 2,000,000 | 19.514 seconds | 16.524 seconds |
pagerank | 857467170 | 6 | 200,000,000 | 1133.622 seconds | 202.996 seconds |
pagerank | 857467170 | 10 | 200,000,000 | 770.589 seconds | 145.751 seconds |
pagerank | 1437500140 | 10 | 300,000,000 | 1337.851 seconds | 229.847 seconds |
PageRank Benchmark test 0.6.4 vs 0.6.3
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