MOCgraph: Scalable Distributed Graph Processing Using Message Online Computing
Summary: MOCgraph uses message online computing to stream incoming messages, cutting memory usage for large graphs. Out-of-core support via external storage extends scalability, built atop Apache Giraph for analytics with large intermediate results. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Chang Zhou
- 2. Jun Gao
- 3. Binbin Sun
- 4. Jeffrey Xu Yu
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,236 | Weaver: A High-Performance, Transactional Graph Database Based on Refinable Timestamps | 2016 | VLDB | 7.3352588e-05 |
| 3,670 | A Distributed Multi-GPU System for Fast Graph Processing | 2018 | VLDB | 6.8567044e-05 |
| 5,017 | TurboGraph++: A Scalable and Fast Graph Analytics System | 2018 | SIGMOD | 5.7574792e-05 |
| 5,570 | iTurboGraph: Scaling and Automating Incremental Graph Analytics | 2021 | SIGMOD | 5.4284968e-05 |
| 9,282 | Hybrid Pulling/Pushing for I/O-Efficient Distributed and Iterative Graph Computing | 2016 | SIGMOD | 4.3634964e-05 |
| 11,757 | My Weak Consistency is Strong: When Bad Things Do Not Come in Threes | 2017 | CIDR | 4.1945683e-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 |
| 574 | From "Think Like a Vertex" to "Think Like a Graph" | 2014 | VLDB | 0.00019883211 |
| 1,408 | An Experimental Comparison of Pregel-like Graph Processing Systems | 2014 | VLDB | 0.00012133511 |
| 1,976 | Towards Effective Partition Management for Large Graphs | 2012 | SIGMOD | 9.8844201e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,494 | Streaming Graph Partitioning: An Experimental Study | 2018 | VLDB | 8.6508229e-05 |
| 7,125 | Fast Failure Recovery in Distributed Graph Processing Systems | 2015 | VLDB | 4.8246382e-05 |
| 10,705 | Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing | 2025 | VLDB | 4.1945683e-05 |
| 1,953 | Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows | 2018 | VLDB | 9.9665955e-05 |
| 396 | One Trillion Edges: Graph Processing at Facebook-Scale | 2015 | VLDB | 0.00024424102 |
| 7,687 | Experimental Analysis of Distributed Graph Systems | 2018 | VLDB | 4.677974e-05 |
| 574 | From "Think Like a Vertex" to "Think Like a Graph" | 2014 | VLDB | 0.00019883211 |
| 1,685 | Fast Iterative Graph Computation with Block Updates | 2013 | VLDB | 0.0001091808 |
| 3,129 | Scalable Big Graph Processing in MapReduce | 2014 | SIGMOD | 7.5008242e-05 |
| 1,877 | Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation | 2015 | VLDB | 0.00010236803 |