Author

Haocheng Xia

University of Illinois Urbana-Champaign

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Preprint Aug 2026

Learning-Augmented Heuristics: Simple, yet Smart, Robust and Interpretable Cache Eviction

Caching is widely used across the system stack to improve performance and efficiency, with eviction algorithms at its core. Existing cache eviction policies fall into two broad categories: static heuristics (e.g., 2Q, S3-FIFO) and smart algorithms (e.g., ARC, LRB). Smart caches can adapt to workloads and have the poten...

Haocheng Xia, William Nixon, Bintang Dwi Marthen et al. · 1 citation