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GraphMat: High performance graph analytics made productive
Summary: GraphMat maps vertex programs to sparse-matrix ops on CPU, preserving productivity with native performance. Single-node C++ framework outperforms GraphLab/CombBLAS/Galois 1.1-7x, scales 13-15x on 24 cores, matching MapGraph on CPU via sparse primitives.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 11000
- Venue
- VLDB
- Year
- 2015
- Pagerank
- 8.7915899e-05
- Overall Rank
- 2,449 | 82.97%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 17 of 17 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,426 |
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans |
2020 |
VLDB |
0.00012050977 |
| 1,750 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010683647 |
| 2,200 |
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms |
2016 |
VLDB |
9.3075881e-05 |
| 2,896 |
Evaluating End-to-End Optimization for Data Analytics Applications in Weld |
2018 |
VLDB |
7.9452051e-05 |
| 2,905 |
Teseo and the Analysis of Structural Dynamic Graphs |
2021 |
VLDB |
7.9352789e-05 |
| 3,418 |
CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution |
2024 |
VLDB |
7.1188618e-05 |
| 5,699 |
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal in GPUs |
2021 |
VLDB |
5.3654927e-05 |
| 6,058 |
ThunderRW: An In-Memory Graph Random Walk Engine |
2021 |
VLDB |
5.2310254e-05 |
| 7,019 |
Bridging the Gap Between HPC and Big Data Frameworks |
2017 |
VLDB |
4.860057e-05 |
| 7,257 |
CAVE: Concurrency-Aware Graph Processing on SSDs |
2024 |
SIGMOD |
4.786584e-05 |
| 7,652 |
LA3: A Scalable Link- and Locality-Aware Linear Algebra-Based Graph Analytics System |
2018 |
VLDB |
4.6875579e-05 |
| 8,115 |
Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction |
2019 |
VLDB |
4.5816155e-05 |
| 9,472 |
TGraph: A Tensor-centric Graph Processing Framework |
2025 |
SIGMOD |
4.3341665e-05 |
| 9,604 |
GeaFlow: A Graph Extended and Accelerated Dataflow System |
2023 |
SIGMOD |
4.3177432e-05 |
| 11,559 |
Approximate Pattern Matching in Massive Graphs with Precision and Recall Guarantees |
2020 |
SIGMOD |
4.1945683e-05 |
| 11,563 |
Le Taureau : Deconstructing the Serverless Landscape & A Look Forward |
2020 |
SIGMOD |
4.1945683e-05 |
| 11,633 |
Graphite: A NUMA-aware HPC System for Graph Analytics Based on a new MPI * X Parallelism Model |
2020 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor |
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| 1,678 |
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