Vertex and Hyperedge Connectivity in Dynamic Graph Streams
Summary: First linear-sketch algorithms for estimating vertex connectivity in dynamic graph streams and for constructing hypergraph sparsifiers, tackling vertex-connectivity’s different and harder combinatorial structure versus edge connectivity. Generalizes Ahn et al.’s graph sparsification to hypergraphs, simplifies prior streaming constructions, and introduces a generalized graph degeneracy notion to extend subgraph-reconstruction techniques (Becker et al.). (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sudipto Guha (University of Pennsylvania)
- 2. Andrew McGregor (University of Massachusetts Amherst)
- 3. David Tench (University of Massachusetts Amherst)
BibTeX Citation
@inproceedings{guha_pods15,
address = {New York, NY, USA},
series = {{PODS} '15},
title = {{Vertex and Hyperedge Connectivity in Dynamic Graph Streams}},
url = {https://dl.acm.org/doi/10.1145/2745754.2745763},
doi = {10.1145/2745754.2745763},
booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
publisher = {Association for Computing Machinery},
author = {Guha, Sudipto and McGregor, Andrew and Tench, David},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,601 | TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing | 2019 | VLDB | 7.27018e-05 |
| 5,669 | Data Streams with Bounded Deletions | 2018 | PODS | 6.1278944e-05 |
| 7,698 | Tight Trade-offs for the Maximum k-Coverage Problem in the General Streaming Model | 2019 | PODS | 5.5657914e-05 |
| 10,152 | Deterministic Lower Bounds for k-Edge Connectivity in the Distributed Sketching Model | 2026 | PODS | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 777 | Tight Bounds for Lp Samplers, Finding Duplicates in Streams, and Related Problems | 2011 | PODS | 0.0001410593 |
| 1,146 | Graph Sketches: Sparsification, Spanners, and Subgraphs | 2012 | PODS | 0.00011984702 |
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