English

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