Online companion caching

Online Companion Caching

This paper is concerned with online caching algorithms for the (n, k)-companion cache, defined by Brehob et. al. [3]. In this model the cache is composed of two components: a k-way set-associative cache and a companion fully-associative cache of size n. We show that the deterministic competitive ratio for this problem is (n+1)(k+1)−1, and the randomized competitive ratio is O(log n log k) and Ω...

Online Paging and Caching

Online Compression Caching

Motivated by the possibility of storing a file in a compressed format, we formulate the following class of compression caching problems. We are given a cache with a specified capacity, a certain number of compression/uncompression algorithms, and a set of files, each of which can be cached as it is or by applying one of the compression algorithms. Each compressed format of a file is specified b...

Online Caching with Convex Costs

Modern software applications and services operate nowadays on top of large clusters and datacenters. To reduce the underlying infrastructure cost and increase utilization, different services share the same physical resources (e.g., CPU, bandwidth, I/O, memory). Consequently, the cluster provider often has to decide in real-time how to allocate resources in overbooked systems, taking into accoun...

Online Algorithms for Caching Multimedia Streams