Making Cache Monotonic and Consistent
Summary: Monotonic consistent caching (MCC): a cache model guaranteeing transactional-consistent views and monotonic visibility of observed writes, via an "obsolete items" abstraction. Presents optimal batch algorithms and ML-augmented online/semi-online policies with provable competitiveness, cutting DB reads ~39% and boosting throughput ~77% in Redis/HBase traces. (summarized by gpt-5-mini on Feb 09 2026)
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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 | 0.00028228982 |
| 314 | MillWheel: Fault-Tolerant Stream Processing at Internet Scale | 2013 | VLDB | 0.00028084774 |
| 695 | 2Q: A Low Overhead High Performance Buffer Management Replacement Algorithm | 1994 | VLDB | 0.00018061376 |
| 2,548 | An Evaluation of Distributed Concurrency Control | 2017 | VLDB | 8.5652459e-05 |
| 3,586 | Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning | 2020 | SIGMOD | 6.9435005e-05 |
| 4,670 | Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google | 2021 | VLDB | 6.0104466e-05 |
| 4,920 | Shared Arrangements: practical inter-query sharing for streaming dataflows | 2020 | VLDB | 5.8241888e-05 |
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