DocumentCode
3111051
Title
A Matrix Algorithm forWeb Cache Pre-fetching
Author
Feng, Wenying ; Chen, Hua
Author_Institution
Trent Univ., Peterborough
fYear
2007
fDate
11-13 July 2007
Firstpage
788
Lastpage
794
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.;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICIS.2007.28
Filename
4276478
Link To Document