Signal Processing In Networking
SPIN (Signal Processing in Networking) focuses on an exciting new area of signal processing devoted to the study, modeling, and analysis of networks and network traffic. The overarching goal of SPIN is to improve future generations of networks and the Internet, making them faster, more reliable, and more secure. Network maintenance, provisioning, design, quality of service, and security all benefit from careful modeling and data analysis. This presents two major SPIN challenges: network traffic analysis and network performance mapping. Our group blends recent work in multifractals, network tomography, and QoS measurement to develop unique and innovative signal processing theory and methods dealing with these key challenges.