Dynamic Scaling for Parallel Graph Computations
Summary: Dynamic graph scaling jointly optimizes balance, replication, and migration—an intractable tri-criteria problem even for constant-scale changes. It introduces consistent-hashing approximations with guarantees and a generic wrapper that adaptively scales any vertex partitioner. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Wenfei Fan (Beihang University; Shenzhen University; University of Edinburgh)
- 2. Chunming Hu (Beihang University)
- 3. Muyang Liu (University of Edinburgh)
- 4. Ping Lu (Beihang University)
- 5. Qiang Yin (Alibaba)
- 6. Jingren Zhou (Alibaba)
BibTeX Citation
@article{fan_vldb19,
title = {{Dynamic Scaling for Parallel Graph Computations}},
author = {Fan, Wenfei and Hu, Chunming and Liu, Muyang and Lu, Ping and Yin, Qiang and Zhou, Jingren},
journal = {PVLDB},
series = {{VLDB} '19},
volume = {12},
number = {8},
pages = {877--890},
doi = {10.14778/3324301.3324305},
url = {https://doi.org/10.14778/3324301.3324305},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 641 | Relational Cloud: A Database-as-a-Service for the Cloud | 2011 | CIDR | 0.00015255418 |
| 947 | Parallelizing Sequential Graph Computations | 2017 | SIGMOD | 0.00012914714 |
| 2,377 | LEOPARD: Lightweight Edge-Oriented Partitioning and Replication for Dynamic Graphs | 2016 | VLDB | 8.5510365e-05 |
| 3,157 | Energy Management for MapReduce Clusters | 2010 | VLDB | 7.5834595e-05 |
| 3,286 | A Scalable Distributed Graph Partitioner | 2015 | VLDB | 7.4557251e-05 |
| 4,542 | LogGP: A Log-based Dynamic Graph Partitioning Method | 2014 | VLDB | 6.5482322e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,126 | Parallel Graph Algorithms in Constant Adaptive Rounds: Theory meets Practice | 2020 | VLDB |
| 2 | 3,830 | Distributed Edge Partitioning for Trillion-edge Graphs | 2019 | VLDB |
| 3 | 4,315 | Dynamic Multi-Resource Load Balancing in Parallel Database Systems | 1995 | VLDB |
| 4 | 4,455 | Application Driven Graph Partitioning | 2020 | SIGMOD |
| 5 | 5,263 | Social Hash Partitioner: A Scalable Distributed Hypergraph Partitioner | 2017 | VLDB |
| 6 | 3,688 | Parallel Local Graph Clustering | 2016 | VLDB |
| 7 | 1,862 | Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation | 2015 | VLDB |
| 8 | 4,800 | Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent | 2019 | VLDB |
| 9 | 1,249 | Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows | 2018 | VLDB |
| 10 | 5,953 | Distributed Graph Simulation: Impossibility and Possibility | 2014 | VLDB |