Caching Policies based on Object Sizes

Abstract

We evaluate eviction policies that consider the lengths of the objects being cached for different cache sizes (cost) and different workloads. Workloads include the Independent Reference Model and real-world production traces. In particular, hybrid policies are considered for segmented caches. A working-set approximation is developed for SIEVE as well as its length-aware extension.