Abstract

One of the key issues in measurement-based network control is to predict traffic in the next control time interval based on the online measurements of traffic characteristics. The goal is to forecast future traffic variations as precisely as possible, based on the measured traffic history. Traffic prediction requires accurate traffic models that can capture the statistical characteristics of the actual traffic. Inaccurate models may overestimate or underestimate the network traffic.