Title :
A General Cache Partition Model for Multiple QoS Classes: Algorithm and Simulation
Author :
Feng, Wenying ; Zhang, Yong
Author_Institution :
Trent Univ., Peterborough, Ont.
Abstract :
Previously, Web cache partition by page priority or popularity was individually studied. In this paper, we propose a caching scheme that integrates both QoS classes, priority and popularity. The algorithm is based on the linear combination of the two criterions. In this case, the weight coefficients for the two classes have significant effects on cache performance. The hit rate is also affected by the number of partitions which depends on the combination of different property levels. Simulation programs are developed to examine the effects of the parameters. Results from the simulation show that the new algorithm overcomes the disadvantages of component conflict of partition by individual QoS class. The algorithm can be generated to the case that there are more than two QoS classes
Keywords :
Internet; cache storage; quality of service; QoS class; Web cache partition model; page priority; Computational modeling; Computer science; Computer simulation; IP networks; Multimedia databases; Network servers; Partitioning algorithms; Web and internet services; Web pages; Web server; LRU; QoS classes; Web cache partition; hit rate;
Conference_Titel :
Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-7695-2504-0
DOI :
10.1109/CIMCA.2005.1631525