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 (Georgia Institute of Technology)
- 2. Ling Liu (Georgia Institute of Technology)
- 3. Kisung Lee (Georgia Institute of Technology)
- 4. Qi Zhang (Georgia Institute of Technology)
BibTeX Citation
@article{zhou_vldb15,
title = {{GraphTwist: Fast Iterative Graph Computation with Two-tier Optimizations}},
author = {Zhou, Yang and Liu, Ling and Lee, Kisung and Zhang, Qi},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {11},
doi = {10.14778/2809974.2809987},
url = {https://doi.org/10.14778/2809974.2809987},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,085 | Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction | 2019 | VLDB | 5.4907964e-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 |
|---|---|---|---|---|
| 3 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0012250108 |
| 20 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.00056944564 |
| 364 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.00020054172 |
| 436 | Trinity: A Distributed Graph Engine on a Memory Cloud | 2013 | SIGMOD | 0.00018504439 |
| 1,911 | Fast Iterative Graph Computation with Block Updates | 2013 | VLDB | 9.4965133e-05 |
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