Estimating Personal GSM Internet Usage with Markov Chains

Abstract

In the recent years, the mobile internet usage has been common many of area in daily life by the development of GSM and especially 4G technologies. The internet provides a very easy and flexible connection everywhere, when the users need to use internet. It supports messaging, media, finance and lots of services throughout its connection. Data can be transferred by constant quota values of internet users. For all new quota requests, the charging system makes queries. There is some kind of performance problems occurs when the applications of quota is adjusted due to low level users. If the quotas are planned to provide internet services regarding intensive level hamlet users, then the low level users become aggrieved. The aim of this study is to set up dynamic quota values according to users behaviors and thus ensure high performance income.