Bandwidth Allocation Mechanism based on Users' Web Usage Patterns for Campus Networks

Managing the bandwidth in campus networks becomes a challenge recent years. The limited resource and continuous growth of users make IT managers think on strategies concerning allocation. This paper introduces mechanism for allocating based users’ web usage patterns. main purpose is to set higher who are inclined browsing educational websites compared those not. In attaining this proposed technique, some stages need be done. These preprocessing weblogs, class labeling dataset, computation feature subspaces, training development ANN LDA/GSVD algorithm, visualization, method was applied real weblogs from university’s proxy servers. results indicate that useful classifying used internet an way Thus, developed algorithm outperformed existing up 50% which indicates approach efficient. Further, results, few browsed contents. Through mechanism, will encouraged use purposes. Moreover, can better plans optimize distribution bandwidth.