Experimental Analysis of Streaming Algorithms for Graph Partitioning
Summary: Systematic study of streaming graph partitioning across edge-cut and vertex-cut for analytics and online workloads. Finds that a no-partitioning baseline often wins; partitioning choice depends on graph type, workload, and application requirements. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Anil Pacaci (University of Waterloo)
- 2. M. Tamer Özsu (University of Waterloo)
BibTeX Citation
@inproceedings{pacaci_sigmod19,
title = {{Experimental Analysis of Streaming Algorithms for Graph Partitioning}},
author = {Pacaci, Anil and Özsu, M. Tamer},
series = {{SIGMOD} '19},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3299869.3300076},
url = {https://dl.acm.org/doi/10.1145/3299869.3300076},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,410 | A Holistic View of Stream Partitioning Costs | 2017 | VLDB |
| 2 | 1,803 | Towards Effective Partition Management for Large Graphs | 2012 | SIGMOD |
| 3 | 3,225 | A Scalable Distributed Graph Partitioner | 2015 | VLDB |
| 4 | 4,365 | Application Driven Graph Partitioning | 2020 | SIGMOD |
| 5 | 1,875 | Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation | 2015 | VLDB |
| 6 | 6,566 | Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning | 2024 | SIGMOD |
| 7 | 5,610 | Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints | 2021 | SIGMOD |
| 8 | 7,362 | A Study of Partitioning Policies for Graph Analytics on Large-scale Distributed Platforms | 2019 | VLDB |
| 9 | 1,865 | An Experimental Comparison of Partitioning Strategies in Distributed Graph Processing | 2017 | VLDB |
| 10 | 2,221 | Streaming Graph Partitioning: An Experimental Study | 2018 | VLDB |