tcp/ip and university of liege

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A Machine Learning Approach to Improve Congestion Control Over Wireless Computer Networks

This paper presents the application of machine learning techniques to the improvement of the congestion control of TCP in wired/wireless networks. TCP is suboptimal in hybrid wired/wireless networks because it reacts in the same way to losses due to congestion and losses due to link errors. The paper thus proposes...

Tags: Computer Network, Congestion Control, Network, Loss, Wireless, University Of Liege, Tcp/Ip, Productivity, Networking

White papers 2007-01-01

Machine-Learnt Versus Analytical Models of TCP Throughput

This paper first studies the accuracy of two well-known analytical models of the average throughput of long-term TCP flows, namely the so-called SQRT and PFTK models, and show that these models are far from being accurate in general. The simulations, based on a large set of long-term TCP sessions, show...

Tags: TCP, University Of Liege, Tcp/Ip, Networking

White papers 2006-12-11

Peer-to-Peer Behaviour Detection by TCP Flows Analysis

The use of Peer-to-Peer (P2P) applications is growing dramatically. It concerns applications like Gnutella, Kazaa or eDonkey. These applications sometimes represent as most as 50% of Internet traffic. So, it became important for ISPs to detect these applications. As the TCP port can change, an identification based on TCP gate...

Tags: P2P, TCP, Analysis, University Of Liege, Peer To Peer (P2P), Tcp/Ip, Networking, Internet

White papers 2004-05-14