Auxo: A Scalable and Efficient Graph Stream Summarization Structure
Summary: Auxo's Prefix Embedded Tree (PET) embeds binary prefixes and binary-log search to summarize dynamic graph streams, lowering insert/query to O(log|E|) and reducing storage by ≈log|E|. A proportional-PET supports scalable growth with ≈80% memory utilization and 10–100× faster updates/queries vs. hash-matrix fingerprint sketches. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zhiguo Jiang
- 2. Hanhua Chen
- 3. Hai Jin
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,443 | Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning | 2024 | SIGMOD | 5.0540558e-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 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 |
|---|---|---|---|---|
| 1,776 | Reachability Queries on Large Dynamic Graphs: A Total Order Approach | 2014 | SIGMOD | 0.0001058029 |
| 2,609 | Graph Stream Summarization: From Big Bang to Big Crunch | 2016 | SIGMOD | 8.4587236e-05 |
| 2,832 | Regular Path Query Evaluation on Streaming Graphs | 2020 | SIGMOD | 8.048358e-05 |
| 3,067 | Sliding Window-based Approximate Triangle Counting over Streaming Graphs with Duplicate Edges | 2021 | SIGMOD | 7.6247945e-05 |
| 4,906 | Graph Synopses, Sketches, and Streams: A Survey | 2012 | VLDB | 5.8369374e-05 |
| 9,756 | Pensieve: Skewness-Aware Version Switching for Efficient Graph Processing | 2020 | SIGMOD | 4.2856385e-05 |
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