A Survey on Analysis of service usage of application using Multistage classifier for network traffic classification

Abstract

Identifying and then classifying network traffic plays a vital role to provide quality of service (QoS) for network management. Hence a multistage classifier is being used for network traffic classification with the help of which a service usage is analyzed. The analysis of application usage aims at identifying customers behaviors, this has become a challenging task for service providers. Traditional approaches were mainly concentrated only on packet inspection for internet traffic classification, which has imposed some performance challenges. At this end, a CUMMA for classifying service usage of mobile messaging apps being developed which jointly modelled with behavior patterns, network traffic and temporal dependencies for messaging Apps service usage classification in mobiles