Title :
Determining WWW user´s next access and its application to pre-fetching
Author :
Cunha, Carlos R. ; Jaccoud, Carlos E B
Author_Institution :
Dept. of Comput. Sci., Boston Univ., MA, USA
Abstract :
World-Wide Web (WWW) services have grown to levels where significant delays are expected to happen. Prefetching techniques are likely to help reduce waiting times. However pre-fetching is only effective if the right documents are identified and if user´s move is correctly predicted. Therefore, it is productive to determine whether a revisit will occur or not, before starting pre-fetching. In this paper we develop two user models that help determine user´s next move. One model uses random walk approximation and the other is based on digital signal processing techniques. We also give hints on how to use such models with a simple pre-fetching technique that we are developing
Keywords :
Internet; computer networks; delays; WWW user´s next access; World Wide Web; delays; digital signal processing; prefetching; random walk approximation; user models; Databases; Delay; File systems; History; Network servers; Oceans; Online services; System performance; Uniform resource locators; World Wide Web;
Conference_Titel :
Computers and Communications, 1997. Proceedings., Second IEEE Symposium on
Conference_Location :
Alexandria
Print_ISBN :
0-8186-7852-6
DOI :
10.1109/ISCC.1997.615962