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