Title :
A Matrix Algorithm forWeb Cache Pre-fetching
Author :
Feng, Wenying ; Chen, Hua
Author_Institution :
Trent Univ., Peterborough
Abstract :
In this paper, we present a new web cache pre-fetching scheme, the matrix algorithm. Our method is simple to implement and adopts the idea of machine learning into caching systems. To develop the simulation program, we propose and implement a topic request model on the client side that is also by matrix application. Results from the simulation show that our new algorithm significantly improves cache performance measured by hit rates.
Keywords :
Internet; cache storage; matrix algebra; Web cache pre-fetching; machine learning; matrix algorithm; request model; Computer science; Costs; Delay; Machine learning; Machine learning algorithms; Network servers; Predictive models; Prefetching; Web pages; Web server; LRU; Web cache; machine learning; matrix; pre-fetching.;
Conference_Titel :
Computer and Information Science, 2007. ICIS 2007. 6th IEEE/ACIS International Conference on
Conference_Location :
Melbourne, Qld.
Print_ISBN :
0-7695-2841-4
DOI :
10.1109/ICIS.2007.28
