Blogel: A Block-Centric Framework for Distributed Computation on Real-World Graphs
Summary: Block-centric Blogel for distributed graph processing targets skewed degree, large diameter, and high density in real-world graphs. Partitioning graphs into blocks and programming at the block level yields dramatic speedups over vertex-centric systems. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Da Yan (Chinese University of Hong Kong)
- 2. James Cheng (Chinese University of Hong Kong)
- 3. Yi Lu (Chinese University of Hong Kong)
- 4. Wilfred Ng (Hong Kong University of Science and Technology)
BibTeX Citation
@article{yan_vldb14,
title = {{Blogel: A Block-Centric Framework for Distributed Computation on Real-World Graphs}},
author = {Yan, Da and Cheng, James and Lu, Yi and Ng, Wilfred},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {14},
pages = {1981--1992},
doi = {10.14778/2733085.2733096},
url = {https://doi.org/10.14778/2733085.2733096},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 42 of 42 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 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 |
| 96 | Truss Decomposition in Massive Networks | 2012 | VLDB | 0.00034261728 |
| 486 | From "Think Like a Vertex" to "Think Like a Graph" | 2014 | VLDB | 0.00017462718 |
| 1,960 | Fast Iterative Graph Computation with Block Updates | 2013 | VLDB | 9.2883583e-05 |
| 3,101 | Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees | 2014 | VLDB | 7.6310428e-05 |
| 3,933 | Efficient Processing of Distance Queries in Large Graphs: A Vertex Cover Approach | 2012 | SIGMOD | 6.9003202e-05 |
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| 1 | 9,876 | Quegel: A General-Purpose System for Querying Big Graphs | 2016 | SIGMOD |
| 2 | 3,697 | Parallel Local Graph Clustering | 2016 | VLDB |
| 3 | 486 | From "Think Like a Vertex" to "Think Like a Graph" | 2014 | VLDB |
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| 5 | 3 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD |
| 6 | 7,099 | A General-Purpose Query-Centric Framework for Querying Big Graphs | 2016 | VLDB |
| 7 | 3,101 | Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees | 2014 | VLDB |
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