DragonFlydb: Cache Design

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  • cache-trace

    A collection of Twitter's anonymized production cache traces.

  • But some caching algorithms could be better than others on real-world data.

    Would you want me to run something like https://github.com/twitter/cache-trace on both Redis/(LRU,LFU) and Dragonfly and see which one has higher hit-rate for the same memory requirements? Would this be a good test to decide if Dragonfly improves on Redis caching quality?

  • Caffeine

    A high performance caching library for Java

  • It is handled by W-TinyLFU where I use this scenario as a stress test [1]. While LIRS / LIRS2 did not pass this one scenario, the quality of the work behind that policy leads me to believe it could be improved to handle that case.

    [1] https://github.com/ben-manes/caffeine/wiki/Efficiency#adapti...

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