Title :
On the sensitivity of Web proxy cache performance to workload characteristics
Author :
Busari, Mudashiru ; Williamson, Carey
Author_Institution :
Dept. of Comput. Sci., Saskatchewan Univ., Saskatoon, Sask., Canada
Abstract :
This paper describes the design and use of a synthetic Web proxy workload generator (ProWGen) to investigate the sensitivity of proxy cache replacement policies to selected Web workload characteristics. Trace-driven simulations with synthetic workloads from ProWGen show the relative sensitivity of three popular cache replacement algorithms-LRU, LFU-aging and GD-size-to Zipf slope, temporal locality, and correlation (if any) between file size and popularity, and the relative insensitivity of these algorithms to one-timers and heavy tail index. Performance differences between the three policies are also highlighted
Keywords :
Internet; cache storage; sensitivity analysis; telecommunication traffic; GD-size; LRU; ProWGen; Web proxy cache performance; Web workload characteristics; Zipf slope; cache replacement algorithms; correlation; file size; heavy tail index; one-timers; popularity; proxy cache replacement policies; sensitivity; synthetic Web proxy workload generator; temporal locality; trace-driven simulations; workload characteristics; Character generation; Computational modeling; Computer science; Delay; Internet; Network servers; Scalability; Spine; Tail; Web server;
Conference_Titel :
INFOCOM 2001. Twentieth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-7016-3
DOI :
10.1109/INFCOM.2001.916617