Ibtissam EL KHAYAT (PhD)

Publications

Enhancement of TCP over wired/wireless networks with packet loss classifiers inferred by supervised learning

I. El Khayat, P. Geurts and G. Leduc

Keywords : Machine Learning, TCP, Wireless, Loss cause classification

Mots-clés : Apprentissage automatique, Réseaux sans fil, TCP

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Technical report: March 2004

Improving TCP in wireless networks with an adaptive machine-learnt classifier of packet loss causes

I. El Khayat, P. Geurts and G. Leduc

Keywords : Machine Learning, TCP, Wireless

Mots-clés : Apprentissage automatique, Réseaux sans fil, TCP

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Proc. of International Conferences on Networking (Networking 2005), 2-6 May 2005, Waterloo, Ontario, Canada, LNCS, Springer-Verlag

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

P. Geurts, I. El Khayat and G. Leduc

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Proc. of The Fourth IEEE International Conference on Data Mining (ICDM 2004), 1-4 Nov. 2004, Brighton, UK, IEEE Press

Smoothing the TCP rate by learning the delay versus window size dependency

I. El Khayat and G. Leduc

Keywords : real-time streaming application, reinforcement learning, smoothing TCP rate,  smoothness, TCP-Friendly

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Proc. of International Workshop on Multimedia Interactive Protocols and Systems, MIPS 2003, 18-21 Nov. 2003, Napoli, Italy,

G. Ventre, R. Canonico (eds.), Interactive Multimedia on Next Generation Networks, LNCS, 2899, pp. 78-90, Springer-Verlag

Performance Evaluation of a Multicast Congestion Control Protocol

N. Bonmariage and I. El Khayat

Keywords : congestion control, layered multicast, performance

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Proc. of 9th IEEE Symposium on Communication and Vehicular Technology (SCVT) in the Benelux, 17 Oct. 2002, Louvain-la-Neuve, Belgium,

pp. 21-26, IEEE Press

A stable and flexible TCP-friendly congestion control protocol for layered multicast transmission

I. El Khayat and G. Leduc

Keywords : Layered Multicast, Congestion Control, TCP-Friendly

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Proc. of 8th International Workshop on Interactive Distributed Multimedia Systems (IDMS'2001), 4-7 Sep. 2001, Lancaster, UK, D. Shepherd,

J. Finney, L. Mathy, N. Race (eds.), Interactive Distributed Multimedia Systems, LNCS, 2158, pp. 154-167, Springer

Congestion Control for Layered Multicast Transmission

I. El Khayat and G. Leduc

Keywords : Congestion Control, Fairness, TCP-Friendly, Layered Multicast

Mots-clés : Contrôle de congestion, Multipoint, TCP-Friendly, Vidéo en couches

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Networking and Information Systems Journal, vol. 3, nbs. 3-4, 2000, pp. 559-573

Contrôle de congestion pour la transmission multipoint en couches

I. El Khayat and G. Leduc

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Actes de Journées Doctorales Informatiques et Réseaux (JDIR'2000), 6-8 Nov. 2000, Paris, France

Some NS Code

Material used for the classification of TCP loss causes:

The database generated for our experiments can be found here. The format of the file is described here. At the moment, the names of the variables are not very descriptive but we plan to given a more detailled description of each variable as soon as possible.

Boosting.tcl and DT.tcl are respectively related to TCP-boosting and TCP-DT. The code is written in TCL and so, it is not as efficient as it could be. Furthermore, comments and variable names are often in french. We apologize for that. If we have some time in the future, we will rewrite it in C++ and also improve its readibility with true english comments.

Material used for the validation of Padhye and SQRT formula: (coming soon)

MISC

Actualités :

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Chercher un emploi :

Cellule Emploi de l'ULg

Association Bernard Gregory

Références

Apec