Title :
A new Markov model for Web access prediction
Author :
Dongshan, Xing ; Junyi, Shen
Author_Institution :
Xi´´an Jiaotong Univ., China
Abstract :
Accurately predicting Web user access behavior can minimize user-perceived latency, which is crucial in the rapidly growing World Wide Web. Although traditional Markov models have helped predict user access behavior, they have serious limitations. Hybrid-order treelike Markov models predict Web access precisely while providing high coverage and scalability.
Keywords :
Internet; Markov processes; computer network management; Web user access behavior; World Wide Web; hybrid-order treelike Markov models; scalability; traditional Markov models; user-perceived latency; Delay; Internet; Navigation; Predictive models; Prefetching; Scalability; Testing; Traffic control; Web pages; Web sites;
Journal_Title :
Computing in Science & Engineering
DOI :
10.1109/MCISE.2002.1046594