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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
- 11001
- Venue
- VLDB
- Year
- 2015
- Pagerank
- 8.782919e-05
- Overall Rank
- 2,452 | 82.96%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 17 of 17 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,424 |
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans |
2020 |
VLDB |
0.00012044472 |
| 1,751 |
Weld: A Common Runtime for High Performance Data Analytics |
2017 |
CIDR |
0.00010673874 |
| 2,201 |
LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms |
2016 |
VLDB |
9.3042485e-05 |
| 2,904 |
Evaluating End-to-End Optimization for Data Analytics Applications in Weld |
2018 |
VLDB |
7.9403097e-05 |
| 2,910 |
Teseo and the Analysis of Structural Dynamic Graphs |
2021 |
VLDB |
7.9276339e-05 |
| 3,420 |
CoroGraph: Bridging Cache Efficiency and Work Efficiency for Graph Algorithm Execution |
2024 |
VLDB |
7.1120128e-05 |
| 5,711 |
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal in GPUs |
2021 |
VLDB |
5.3603407e-05 |
| 6,063 |
ThunderRW: An In-Memory Graph Random Walk Engine |
2021 |
VLDB |
5.2259989e-05 |
| 7,019 |
Bridging the Gap Between HPC and Big Data Frameworks |
2017 |
VLDB |
4.8553946e-05 |
| 7,256 |
CAVE: Concurrency-Aware Graph Processing on SSDs |
2024 |
SIGMOD |
4.7819929e-05 |
| 7,673 |
LA3: A Scalable Link- and Locality-Aware Linear Algebra-Based Graph Analytics System |
2018 |
VLDB |
4.6772845e-05 |
| 8,120 |
Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction |
2019 |
VLDB |
4.5772218e-05 |
| 9,474 |
TGraph: A Tensor-centric Graph Processing Framework |
2025 |
SIGMOD |
4.3300131e-05 |
| 9,604 |
GeaFlow: A Graph Extended and Accelerated Dataflow System |
2023 |
SIGMOD |
4.3136057e-05 |
| 11,563 |
Approximate Pattern Matching in Massive Graphs with Precision and Recall Guarantees |
2020 |
SIGMOD |
4.1905499e-05 |
| 11,567 |
Le Taureau : Deconstructing the Serverless Landscape & A Look Forward |
2020 |
SIGMOD |
4.1905499e-05 |
| 11,637 |
Graphite: A NUMA-aware HPC System for Graph Analytics Based on a new MPI * X Parallelism Model |
2020 |
VLDB |
4.1905499e-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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