Signal processing tools for large-scale network monitoring: a state of the art

Kave Salamatian

Univ. de Savoie


Monitoring large scale network has been a major research problem for the past 10 years. In this talk I will give a state of the art of this important topic and explain what are the challenges and issues that exist. In particular I will show how the main techniques are similar and how they differ. The talk will provide also some view about remaining challenges in particular in the area of distributed anomaly detection. Bio: Kavé Salamatian is a professor at University of Savoie. His main areas of researches are Internet measurement and modeling and networking information theory. He was previously reader at Lancaster University, UK and associate professor at University Pierre et Marie Curie. Kavé has graduated in 1998 from Paris SUD-Orsay university where he worked on joint source channel coding applied to multimedia transmission over Internet for his Phd. In a former life, he graduated with a MBA, and worked on market floor as a risk analyst and on enjoyed being an urban traffic modeler for some years. He is working these days on figuring out if networking is a science or just a hobby and if it is a science what are its fundamentals.

[Kave Salamatian]
[Univ. de Savoie]