Zero-Change Object Transmission for Distributed Big Data Analytics

Zero-Change Object Transmission for Distributed Big Data Analytics

USENIX via YouTube Direct link

Existing S/D Optimizations

5 of 16

5 of 16

Existing S/D Optimizations

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Zero-Change Object Transmission for Distributed Big Data Analytics

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  1. 1 Intro
  2. 2 Distributed Big-data Analytics
  3. 3 Workflow of Big-data Processing
  4. 4 Costly Inter-JVM Communications
  5. 5 Existing S/D Optimizations
  6. 6 How to Achieve This?
  7. 7 Challenges for ZCOT
  8. 8 Space Construction: DCDS
  9. 9 Compatibility with Applications
  10. 10 Distributed Memory Management
  11. 11 RPC Interfaces
  12. 12 The Workflow of ZCOT
  13. 13 Experimental Setup
  14. 14 Mircobenchmark
  15. 15 Flink Performance
  16. 16 Conclusion

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