K-Core Decomposition of Large Networks on a Single PC
Summary: Demonstrates exact and approximate k-core decomposition for billion-edge graphs on a single consumer PC via GraphChi/WebGraph and optimized external-memory methods. Benchmarks show practical scalability, while exposing EMcore’s inability to predict memory sufficiency. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wissam Khaouid (University of Victoria)
- 2. Marina Barsky (University of Victoria)
- 3. Venkatesh Srinivasan (University of Victoria)
- 4. Alex Thomo (University of Victoria)
BibTeX Citation
@article{khaouid_vldb16,
title = {{K-Core Decomposition of Large Networks on a Single PC}},
author = {Khaouid, Wissam and Barsky, Marina and Srinivasan, Venkatesh and Thomo, Alex},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {1},
pages = {13--24},
doi = {10.14778/2850469.2850471},
url = {https://doi.org/10.14778/2850469.2850471},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 28 of 28 citing papers.
Previous
Page 1 / 1
Next
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.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0012089097 |
| 22 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.00056028465 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,226 | I/O Efficient ECC Graph Decomposition via Graph Reduction | 2016 | VLDB |
| 2 | 10,407 | Scaling Up Density Decomposition on Massive Graphs | 2027 | SIGMOD |
| 3 | 96 | Truss Decomposition in Massive Networks | 2012 | VLDB |
| 4 | 5,725 | Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs | 2021 | VLDB |
| 5 | 1,613 | Distance-generalized Core Decomposition | 2019 | SIGMOD |
| 6 | 3,880 | Distributed D-core Decomposition over Large Directed Graphs | 2022 | VLDB |
| 7 | 9,514 | Accelerating Core Decomposition in Billion-Scale Hypergraphs | 2025 | SIGMOD |
| 8 | 6,666 | Efficient Parallel D-core Decomposition at Scale | 2024 | VLDB |
| 9 | 8,095 | Parallel k-Core Decomposition: Theory and Practice | 2025 | SIGMOD |
| 10 | 732 | Streaming Algorithms for k-core Decomposition | 2013 | VLDB |