Title :
Scaling analysis of the internet traffic structural dynamics
Author :
Arfeen, Muhammad Asad ; Pawlikowski, Krzysztof ; McNickle, Don ; Willig, Andreas
Author_Institution :
Univ. of Canterbury, Christchurch, New Zealand
Abstract :
Internet traffic structurally consists of sessions, flows and packets; and traverses through different tiers of service providers during its end-to-end journey. We address the phenomena of Scaling (second-order) exhibited by Internet traffic in this paper. Understanding this Scaling behavior is important because: for the lower time scales it can affect queuing, buffering or switching performance; and, for the higher time scales where it is relevant for network dimensioning and bandwidth provisioning. We present a unified analysis describing Scaling in different structural components of Internet traffic (sessions. flows and packets) and also their sensitivity as traffic moves from access to core network.
Keywords :
Internet; telecommunication traffic; Internet traffic structural dynamics; bandwidth provisioning; network dimensioning; scaling analysis; scaling behavior; scaling phenomena; Aggregates; DSL; Internet; Telecommunication traffic; Time series analysis; Wireless communication;
Conference_Titel :
Telecommunication Networks and Applications Conference (ATNAC), 2013 Australasian
Conference_Location :
Christchurch
DOI :
10.1109/ATNAC.2013.6705353