Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent
Summary: Proposes multi-dimensional balanced graph partitioning for distributed graphs; uses randomized projected gradient descent on a non-convex relaxation to enforce multi-weight balance. Projection-based algorithm scales to graphs with billions of edges and outperforms current baselines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,867 | Application Driven Graph Partitioning | 2020 | SIGMOD | 5.8651797e-05 |
| 9,681 | TeraHAC: Hierarchical Agglomerative Clustering of Trillion-Edge Graphs | 2023 | SIGMOD | 4.3047774e-05 |
| 10,873 | A Single Machine System for Querying Big Graphs with PRAM | 2025 | VLDB | 4.1945683e-05 |
| 11,028 | FSM: A Fine-grained Splitting and Merging Framework for Dual-balanced Graph Partition | 2024 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 37 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.0007522744 |
| 1,968 | An Experimental Comparison of Partitioning Strategies in Distributed Graph Processing | 2017 | VLDB | 9.9071968e-05 |
| 2,494 | Streaming Graph Partitioning: An Experimental Study | 2018 | VLDB | 8.6508229e-05 |
| 4,895 | Social Hash Partitioner: A Scalable Distributed Hypergraph Partitioner | 2017 | VLDB | 5.8476644e-05 |
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