A unified approach to the performance analysis of caching systems
Networking and Internet Architecture
2016-02-26 v6 Performance
Abstract
We propose a unified methodology to analyse the performance of caches (both isolated and interconnected), by extending and generalizing a decoupling technique originally known as Che's approximation, which provides very accurate results at low computational cost. We consider several caching policies, taking into account the effects of temporal locality. In the case of interconnected caches, our approach allows us to do better than the Poisson approximation commonly adopted in prior work. Our results, validated against simulations and trace-driven experiments, provide interesting insights into the performance of caching systems.
Keywords
Cite
@article{arxiv.1307.6702,
title = {A unified approach to the performance analysis of caching systems},
author = {Valentina Martina and Michele Garetto and Emilio Leonardi},
journal= {arXiv preprint arXiv:1307.6702},
year = {2016}
}
Comments
in ACM TOMPECS 20016. Preliminary version published at IEEE Infocom 2014