DocumentCode
170764
Title
A unified approach to the performance analysis of caching systems
Author
Martina, Valentina ; Garetto, Michele ; Leonardi, Emilio
Author_Institution
Dipt. di Elettron., Politec. di Torino, Turin, Italy
fYear
2014
fDate
April 27 2014-May 2 2014
Firstpage
2040
Lastpage
2048
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
cache storage; Che approximation; Poisson approximation; caching policies; caching systems; decoupling technique; interconnected cache; isolated cache; performance analysis; temporal locality; unified approach; Analytical models; Approximation methods; Computational efficiency; Computational modeling; Computers; Conferences; Standards;
fLanguage
English
Publisher
ieee
Conference_Titel
INFOCOM, 2014 Proceedings IEEE
Conference_Location
Toronto, ON
Type
conf
DOI
10.1109/INFOCOM.2014.6848145
Filename
6848145
Link To Document