GraphTwist: Fast Iterative Graph Computation with Two-tier Optimizations
Summary: GraphTwist: a two-tier graph processor for vertex-centric iterative computation, addressing workload imbalance and underutilization. Partitioning by slice/strip/dice; computation pruning uses slice and cut pruning with provable error bounds for iterations. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yang Zhou
- 2. Ling Liu
- 3. Kisung Lee
- 4. Qi Zhang
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,115 | Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction | 2019 | VLDB | 4.5816155e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0019005923 |
| 37 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.0007522744 |
| 313 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.00028097557 |
| 558 | Trinity: A Distributed Graph Engine on a Memory Cloud | 2013 | SIGMOD | 0.00020168032 |
| 1,685 | Fast Iterative Graph Computation with Block Updates | 2013 | VLDB | 0.0001091808 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,059 | Cache-Efficient Fork-Processing Patterns on Large Graphs | 2021 | SIGMOD | 5.2307519e-05 |
| 3,597 | Parallel Local Graph Clustering | 2016 | VLDB | 6.9345175e-05 |
| 1,877 | Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation | 2015 | VLDB | 0.00010236803 |
| 4,867 | Application Driven Graph Partitioning | 2020 | SIGMOD | 5.8651797e-05 |
| 6,446 | Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning | 2024 | SIGMOD | 5.0588808e-05 |
| 11,697 | Dynamic Scaling for Parallel Graph Computations | 2019 | VLDB | 4.1945683e-05 |
| 9,282 | Hybrid Pulling/Pushing for I/O-Efficient Distributed and Iterative Graph Computing | 2016 | SIGMOD | 4.3634964e-05 |
| 5,017 | TurboGraph++: A Scalable and Fast Graph Analytics System | 2018 | SIGMOD | 5.7574792e-05 |
| 4,522 | GPU-based Graph Traversal on Compressed Graphs | 2019 | SIGMOD | 6.1146374e-05 |
| 1,685 | Fast Iterative Graph Computation with Block Updates | 2013 | VLDB | 0.0001091808 |