Graft: A Debugging Tool For Apache Giraph
Summary: Graft is a debugging tool for Apache Giraph that captures vertex context across supersteps for selected vertices. GUI shows value and message evolution, replays exact vertex.compute() lines in debuggers, and tests; open-source and integrated in Giraph. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Semih Salihoglu
- 2. Jaeho Shin
- 3. Vikesh Khanna
- 4. Ba Quan Truong
- 5. Jennifer Widom
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 331 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB | 0.00027214222 |
| 11,647 | Ariadne: Online Provenance for Big Graph Analytics | 2019 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 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 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0024183614 |
| 4 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0019005923 |
| 2,336 | Optimizing Graph Algorithms on Pregel-like Systems | 2014 | VLDB | 9.0109891e-05 |
| 5,341 | Inspector Gadget: A Framework for Custom Monitoring and Debugging of Distributed Dataflows | 2011 | SIGMOD | 5.5607484e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,736 | Declarative and distributed graph analytics with GRADOOP | 2018 | VLDB | 4.1945683e-05 |
| 11,461 | GRIP: Constraint-based Explanation of Missing Answers for Graph Queries | 2021 | SIGMOD | 4.1945683e-05 |
| 396 | One Trillion Edges: Graph Processing at Facebook-Scale | 2015 | VLDB | 0.00024424102 |
| 2,449 | GraphMat: High performance graph analytics made productive | 2015 | VLDB | 8.7915899e-05 |
| 444 | Parallelizing Sequential Graph Computations | 2017 | SIGMOD | 0.00022987918 |
| 5,341 | Inspector Gadget: A Framework for Custom Monitoring and Debugging of Distributed Dataflows | 2011 | SIGMOD | 5.5607484e-05 |
| 6,105 | GRAPE: Parallelizing Sequential Graph Computations | 2017 | VLDB | 5.2078702e-05 |
| 574 | From "Think Like a Vertex" to "Think Like a Graph" | 2014 | VLDB | 0.00019883211 |
| 2,529 | Pregelix: Big(ger) Graph Analytics on A Dataflow Engine | 2015 | VLDB | 8.5940768e-05 |
| 1,408 | An Experimental Comparison of Pregel-like Graph Processing Systems | 2014 | VLDB | 0.00012133511 |