Estimation reconstruction and analysis of internet traffic data using decomposition techniques

Abstract

With the ever increasing demand for Internet services the knowledge of Internet traffic data is very essential for addressing various network wide applications within an Internet Protocol IP backbone network However the high dimensional multivariate structure of Internet traffic data proves to be a major hurdle in addressing these applications Decomposition techniques based on Principal Component Analysis PCA which provides a low dimensional representation of Internet traffic data have...