Intelligent cooperative web caching policies for media objects based on J48 decision tree and naïve Bayes supervised machine learning algorithms in structured peer-to-peer systems

• Main Authors: Ibrahim, Hamidah, Mohammed, Waheed Yasin, Udzir, Nur Izura, Abdul Hamid, Nor Asilah Wati
• Format: Article
• Language: English
• Published: Universiti Utara Malaysia Press 2016
• Online Access: http://psasir.upm.edu.my/id/eprint/59714/1/Intelligent%20cooperative%20web%20caching%20policies%20for%20media%20objects%20based%20on%20J48%20decision%20tree%20and%20na%C3%AFve%20Bayes%20supervised%20machine%20learning%20algorithms%20in%20structured%20peer-to-peer%20systems.pdf; http://psasir.upm.edu.my/id/eprint/59714/; http://jict.uum.edu.my/index.php/previous-issues/149-1

Web caching plays a key role in delivering web items to end users in World Wide Web (WWW). On the other hand, cache size is considered as a limitation of web caching. Furthermore, retrieving the same media object from the origin server many times consumes the network bandwidth. Furthermore, full cac...