Pensieve: Skewness-Aware Version Switching for Efficient Graph Processing
Summary: Pensieve: skewness-aware multi-version graph storage for efficient version switching. Differentiated storage by vertex degree (copy for low-degree, delta for high-degree) and a last-root, time-locality switching scheme on Ligra reduce memory footprint and speed up access to recent versions vs state-of-the-art. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Tangwei Ying
- 2. Hanhua Chen
- 3. Hai Jin
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,571 | Auxo: A Scalable and Efficient Graph Stream Summarization Structure | 2023 | VLDB | 4.4887087e-05 |
| 10,696 | RapidStore: An Efficient Dynamic Graph Storage System for Concurrent Queries | 2025 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 4 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0019040811 |
| 341 | EmptyHeaded: A Relational Engine for Graph Processing | 2016 | SIGMOD | 0.00026850764 |
| 1,565 | Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff | 2015 | VLDB | 0.00011336478 |
| 3,643 | On Querying Historical Evolving Graph Sequences | 2011 | VLDB | 6.8856861e-05 |
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