Locality-Aware Cache Replacement Policy for Graph Traversals
Summary: LAC: a graph-locality-aware cache replacement policy that leverages graph-ordering serialization layout to turn spatial locality on disk pages into predicted temporal reuse for cache eviction. Beats GCLOCK across graphs/queries, reducing page faults and latency up to 1.42× (sim) / 1.23× (Neo4j). (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Zeynep Korkmaz
- 2. M. Tamer Özsu
- 3. Khuzaima Daudjee
Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 306 | The LRU-K Page Replacement Algorithm For Database Disk Buffering | 1993 | SIGMOD | 0.00028255083 |
| 327 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB | 0.00027312381 |
| 530 | The LDBC Social Network Benchmark: Interactive Workload | 2015 | SIGMOD | 0.00020823189 |
| 1,670 | Speedup Graph Processing by Graph Ordering | 2016 | SIGMOD | 0.00010944596 |
| 1,684 | Fast Iterative Graph Computation with Block Updates | 2013 | VLDB | 0.00010912102 |
| 2,962 | Kuzu* Graph Database Management System | 2023 | CIDR | 7.8069285e-05 |
| 5,811 | CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor | 2024 | VLDB | 5.3168243e-05 |
| 7,256 | CAVE: Concurrency-Aware Graph Processing on SSDs | 2024 | SIGMOD | 4.7819929e-05 |
| 8,758 | Caching at the Web Scale | 2017 | VLDB | 4.4520434e-05 |
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