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 (Stanford University)
- 2. Jaeho Shin (Stanford University)
- 3. Vikesh Khanna (Stanford University)
- 4. Ba Quan Truong (Stanford University)
- 5. Jennifer Widom (Stanford University)
BibTeX Citation
@inproceedings{salihoglu_sigmod15,
title = {{Graft: A Debugging Tool For Apache Giraph}},
author = {Salihoglu, Semih and Shin, Jaeho and Khanna, Vikesh and Truong, Ba Quan and Widom, Jennifer},
series = {{SIGMOD} '15},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2723372.2733533},
url = {https://dl.acm.org/doi/10.1145/2723372.2733533},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 264 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB | 0.00022980015 |
| 11,842 | Ariadne: Online Provenance for Big Graph Analytics | 2019 | SIGMOD | 5.093636e-05 |
Previous
Page 1 / 1
Next
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 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0012250108 |
| 6 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0010686205 |
| 2,295 | Optimizing Graph Algorithms on Pregel-like Systems | 2014 | VLDB | 8.7932254e-05 |
| 5,442 | Inspector Gadget: A Framework for Custom Monitoring and Debugging of Distributed Dataflows | 2011 | SIGMOD | 6.2184416e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,942 | Declarative and distributed graph analytics with GRADOOP | 2018 | VLDB |
| 2 | 11,659 | GRIP: Constraint-based Explanation of Missing Answers for Graph Queries | 2021 | SIGMOD |
| 3 | 1,966 | GraphMat: High performance graph analytics made productive | 2015 | VLDB |
| 4 | 389 | One Trillion Edges: Graph Processing at Facebook-Scale | 2015 | VLDB |
| 5 | 956 | Parallelizing Sequential Graph Computations | 2017 | SIGMOD |
| 6 | 5,442 | Inspector Gadget: A Framework for Custom Monitoring and Debugging of Distributed Dataflows | 2011 | SIGMOD |
| 7 | 6,066 | GRAPE: Parallelizing Sequential Graph Computations | 2017 | VLDB |
| 8 | 487 | From "Think Like a Vertex" to "Think Like a Graph" | 2014 | VLDB |
| 9 | 1,983 | Pregelix: Big(ger) Graph Analytics on A Dataflow Engine | 2015 | VLDB |
| 10 | 1,300 | An Experimental Comparison of Pregel-like Graph Processing Systems | 2014 | VLDB |