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learned-systems

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Djninja926 / cachelib-sosp23

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This repository is a CacheLib prototype of TARDIS, a learned cache eviction policy as part of the LDOS Expeditions project at UT Austin. It implements LRUForgive and S3FIFOForgive with a log-structured multithreaded architecture, and is evaluated against LRU & S3FIFO on real traces to to measure miss-ratio improvement under high eviction pressure.

machine-learning cache lru machine-learning-algorithms tardis log-structured lru-cache sigcomm storage-systems spsc-queue ldos cache-eviction-policy cachelib mulithreading s3fifo systems-ml key-value-cache cache-re cache-evi learned-systems
  • Updated Jul 16, 2026
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