Large-Scale Graph Processing on Emerging Storage Devices

Large-Scale Graph Processing on Emerging Storage Devices

USENIX via YouTube Direct link

Concluding Remarks

14 of 14

14 of 14

Concluding Remarks

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Large-Scale Graph Processing on Emerging Storage Devices

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  1. 1 Intro
  2. 2 Large-Scale Graph Processing Challenges
  3. 3 Fine-Grained Access in External Graph Processing
  4. 4 Programming Model
  5. 5 Prior External Graph Processing -- Graf Boost
  6. 6 Scalability Issue
  7. 7 Partitioning Graph Data
  8. 8 Instead, We Propose a Partitioning for Vertex Data
  9. 9 Execution Flow
  10. 10 Updating Vertex Mirrors on Different Partitions
  11. 11 Experimental Setup
  12. 12 Performance Evaluation
  13. 13 Execution Time Breakdown
  14. 14 Concluding Remarks

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