GraphZeppelin: Storage-Friendly Sketching for Connected Components on Dynamic Graph Streams
Summary: GraphZeppelin is a storage-friendly streaming system for dynamic graphs solving connected components with novel linear sketches (CubeSketch). It delivers space-efficient CC, processing millions of updates/sec on graphs far larger than RAM, optimized for dense, large-scale graphs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. David Tench
- 2. Evan West
- 3. Victor Zhang
- 4. Michael A. Bender
- 5. Abiyaz Chowdhury
- 6. J. Ahmed Dellas
- 7. MartÃn Farach-Colton
- 8. Tyler Seip
- 9. Kenny Zhang
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,726 | On Querying Connected Components in Large Temporal Graphs | 2023 | SIGMOD | 5.9632682e-05 |
| 8,264 | Revisiting the Design of In-Memory Dynamic Graph Storage | 2025 | SIGMOD | 4.541321e-05 |
| 9,486 | Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries | 2024 | VLDB | 4.3300131e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 922 | Graph Sketches: Sparsification, Spanners, and Subgraphs | 2012 | PODS | 0.00015254436 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,987 | ZipG: A Memory-efficient Graph Store for Interactive Queries | 2017 | SIGMOD | 5.7769841e-05 |
| 6,206 | Efficiently Computing k-Edge Connected Components via Graph Decomposition | 2013 | SIGMOD | 5.1522897e-05 |
| 10,713 | Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing | 2025 | VLDB | 4.1905499e-05 |
| 3,024 | GConnect: A Connectivity Index for Massive Disk-Resident Graphs | 2009 | VLDB | 7.691835e-05 |
| 1,684 | Fast Iterative Graph Computation with Block Updates | 2013 | VLDB | 0.00010912102 |
| 7,694 | LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR | 2024 | SIGMOD | 4.6712753e-05 |
| 922 | Graph Sketches: Sparsification, Spanners, and Subgraphs | 2012 | PODS | 0.00015254436 |
| 2,439 | gSketch: On Query Estimation in Graph Streams | 2012 | VLDB | 8.8181328e-05 |
| 5,857 | Spruce: A Fast yet Space-saving Structure for Dynamic Graph Storage | 2024 | SIGMOD | 5.2970837e-05 |
| 7,033 | Vertex and Hyperedge Connectivity in Dynamic Graph Streams | 2015 | PODS | 4.8514885e-05 |