Title :
Characterizing corporate network traffic beyond bandwidth
Author_Institution :
Bina Nusantara Univ., Jakarta, Indonesia
Abstract :
Companies increasingly rely on Internet for effective and efficient business communication. As Information Technology (IT) provides the infrastructure backbone for business activities, a corporate network connects the company to Internet and enables it to perform its activities globally. The corporate carries data packets generated by the users´ while performing their business tasks. Traditionally, the infrastructure operations mainly maintain the data carrying capacity and network devices performance. The research provides a simple method of mapping the business activity reflected by the network data. Modified Attribute Oriented Induction (AOI) approach mines the network data for mapping corporate users´ activities. A frequency count was taken for each attributes of interest to show what happened in the network. The collected data were samples taken within a certain sampling period. based on the frequency count, we define four novel corporate network characteristics: Network Infrastructure characteristics, User Characteristics, Accessibility Characteristics, and Activity Characteristics. It can be concluded that the method could provide the management a general overview of the usage of its infrastructure and lead to efficient, effective and secure Information and Communication Technology (ICT) infrastructure.
Keywords :
data communication; intranets; telecommunication traffic; ICT; Internet; attribute oriented induction approach; corporate data packets; corporate network traffic; corporate user activity mapping; efficient business communication; frequency count; information and communication technology; information technology; network data; network infrastructure characteristics; Bandwidth; Business; Conferences; Data mining; IP networks; Internet; Protocols; AOI; network data; traffic charateristics;
Conference_Titel :
Information and Communication Technology (ICoICT), 2014 2nd International Conference on
Conference_Location :
Bandung
DOI :
10.1109/ICoICT.2014.6914057