Incrementalization of Graph Partitioning Algorithms
Summary: Formalizes incremental graph partitioning, proving tri-criteria optimization NP-complete even for constant updates and unbounded under update-local costs. Derives vertex-/edge-cut incrementalizers preserving balance and cut guarantees, with repartitioning determined solely by ΔG. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wenfei Fan (Beihang University; Shenzhen University; University of Edinburgh)
- 2. Muyang Liu (University of Edinburgh)
- 3. Chao Tian (Alibaba)
- 4. Ruiqi Xu (University of Edinburgh)
- 5. Jingren Zhou (Alibaba)
BibTeX Citation
@article{fan_vldb20,
title = {{Incrementalization of Graph Partitioning Algorithms}},
author = {Fan, Wenfei and Liu, Muyang and Tian, Chao and Xu, Ruiqi and Zhou, Jingren},
journal = {PVLDB},
series = {{VLDB} '20},
volume = {13},
number = {8},
pages = {1261--1274},
doi = {10.14778/3389133.3389142},
url = {https://doi.org/10.14778/3389133.3389142},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,612 | Relative Subboundedness of Contraction Hierarchy and Hierarchical 2-Hop Index in Dynamic Road Networks | 2022 | SIGMOD | 7.2579119e-05 |
| 4,443 | Incrementalizing Graph Algorithms | 2021 | SIGMOD | 6.7004839e-05 |
| 5,610 | Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints | 2021 | SIGMOD | 6.1508076e-05 |
| 6,857 | RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing | 2024 | VLDB | 5.7525746e-05 |
| 9,053 | CUTTANA: Scalable Graph Partitioning for Faster Distributed Graph Databases and Analytics | 2025 | VLDB | 5.3251649e-05 |
| 9,553 | Approximate Anchored Densest Subgraph Search on Large Static and Dynamic Graphs | 2025 | VLDB | 5.2528121e-05 |
| 9,967 | Automating Incremental Graph Processing with Flexible Memoization | 2021 | VLDB | 5.1869874e-05 |
| 10,903 | Triparts: Scalable Streaming Graph Partitioning to Enhance Community Structure | 2025 | VLDB | 5.093636e-05 |
| 11,096 | A Single Machine System for Querying Big Graphs with PRAM | 2025 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 20 | Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud | 2012 | VLDB | 0.00056944564 |
| 956 | Parallelizing Sequential Graph Computations | 2017 | SIGMOD | 0.0001297452 |
| 2,332 | LEOPARD: Lightweight Edge-Oriented Partitioning and Replication for Dynamic Graphs | 2016 | VLDB | 8.7410236e-05 |
| 2,798 | Incremental Graph Computations: Doable and Undoable | 2017 | SIGMOD | 8.1129891e-05 |
| 3,225 | A Scalable Distributed Graph Partitioner | 2015 | VLDB | 7.6245396e-05 |
| 3,752 | Distributed Edge Partitioning for Trillion-edge Graphs | 2019 | VLDB | 7.15217e-05 |
| 4,448 | LogGP: A Log-based Dynamic Graph Partitioning Method | 2014 | VLDB | 6.6977422e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,243 | Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs | 2019 | SIGMOD |
| 2 | 11,892 | Dynamic Scaling for Parallel Graph Computations | 2019 | VLDB |
| 3 | 3,962 | Real-Time Multi-Criteria Social Graph Partitioning: A Game Theoretic Approach | 2015 | SIGMOD |
| 4 | 3,752 | Distributed Edge Partitioning for Trillion-edge Graphs | 2019 | VLDB |
| 5 | 1,296 | Incremental Graph Pattern Matching | 2011 | SIGMOD |
| 6 | 5,610 | Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints | 2021 | SIGMOD |
| 7 | 2,798 | Incremental Graph Computations: Doable and Undoable | 2017 | SIGMOD |
| 8 | 4,697 | Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent | 2019 | VLDB |
| 9 | 4,365 | Application Driven Graph Partitioning | 2020 | SIGMOD |
| 10 | 4,443 | Incrementalizing Graph Algorithms | 2021 | SIGMOD |