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DAC2022Top-tier venue

LPCA: learned MRC profiling based cache allocation for file storage systems

Yibin Gu, Yifan Li, Hua Wang, Li Liu, Ke Zhou, Wei Fang, Gang Hu, Jinhu Liu, Zhuo Cheng

2022Year
4Citations
1Top-tier citations

Abstract

File storage system (FSS) uses multi-caches to accelerate data accesses. Unfortunately, efficient FSS cache allocation remains extremely difficult. First, as the key of cache allocation, existing miss ratio curve (MRC) constructions are limited to LRU. Second, existing techniques are suitable for same-layer caches but not for hierarchical ones.

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