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Intro
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Classroom Contents
Controlling Memory Footprint of Stateful Streaming Graph Processing
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- 1 Intro
- 2 Graph Analytics
- 3 Streaming Graph Processing
- 4 Stateful Iterative Processing Model
- 5 Streaming Graph Systems: GraphBolt & DZIG
- 6 Memory-Efficient Stateful Iterative Models
- 7 Selective Stateful Iterative Model: Challenges
- 8 Selectively Tracking Intermediate State
- 9 Selective Incremental Processing
- 10 Distributive Update Property • Computation distributed into sub-computations on subsets of inputs
- 11 Minimal Stateful Iterative Model
- 12 Experimental Setup
- 13 Other Experiments
- 14 Conclusion