Enhancing Quality And Efficiency Of Service In Network Communication Using Rough Set Theory

摘要

The routing table consists of information such as cost, metric, quality of service associated with the route and links to filtering criteria, access lists associated with the route apart from other information which are examined using routing algorithms. Using rough set theory rules are deduced in the form of if-then rules which can be used as a criterion for transferring data from one router to another. Such rules have a potential to reveal previously undiscovered patterns in the data. It also functions as a classifier for unseen data. In this paper we prove how rough set concept could be used to optimize the utility of transmission lines, router table utilization and hence increase the efficiency of routing management. This is made possible by improving the efficiency of the transmission line by extracting the features for transmission from one router to another using rough set theory.