Ibtissam El Khayat @ RUN
ULg Research Unit in Networking RUN
Ibtissam El Khayat RUN RUN



Name Ibtissam El Khayat
Former position at RUN Researcher
Current affiliation Ericsson Research Aachen
E-mail
Biographical Notes
Ibtissam El Khayat joined RUN in December 1999 and left in September 2005.
Current diploma(s) : PhD in Computer science, 2005, ULg; Master in computer science, 2000, ULg
Publications at RUN
* Enhancement of TCP over wired/wireless networks with packet loss classifiers inferred by supervised learning
I. El Khayat, P. Geurts and G. Leduc
Wireless Networks, vol. 16, nb. 2, Feb. 2010, pp. 273-290
(ISI IF 2008 = 1.194)
* Machine-learnt versus analytical models of TCP throughput
I. El Khayat, P. Geurts and G. Leduc
Keywords : machine learning, TCP, throughput models
Download the PDF document
Computer Networks, vol. 51, nb. 10, Jul. 2007, pp. 2631-2644
(ISI IF 2007 = 0.829)
* On the accuracy of analytical models of TCP throughput
I. El Khayat, P. Geurts and G. Leduc
Proc. of IFIP International Networking Conference, 15-19 May 2006, Coimbra, Portugal, LNCS, 3976, pp. 488-500
(Acceptance ratio = 88/440 = 20%, Best Paper Award)
* 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
Read the abstract
Download the PDF document
Proc. of IFIP International Networking Conference, 2-6 May 2005, Waterloo, Ontario, Canada, R. Boutaba, K. Almeroth, R. Puigjaner, S. Shen, J. Black (eds.), Networking 2005, LNCS, 3462, pp. 549-560, Springer-Verlag
(Acceptance ratio = 24%, ISI IF 2005 LNCS = 0.402)
* Techniques d'apprentissage dans le contrôle de congestion : Amélioration de TCP et conception de protocoles multipoints, dans les réseaux filaires et hybrides
I. El Khayat
Doctoral Thesis, University of Liège
Collection des Publications de la Faculté des Sciences Appliquées de l'Université de Liège, nr. 257, 2005, 207 pp.
Download the PDF document
* Enhancement of TCP over wired/wireless networks with packet loss classifiers inferred by supervised learning
I. El Khayat, P. Geurts and G. Leduc
Keywords : loss cause classification, machine learning, TCP, wireless links
Read the abstract
Download the PDF document
Technical Report, March 2004
* A Machine Learning Approach to Improve Congestion Control over Wireless Computer Networks
P. Geurts, I. El Khayat and G. Leduc
Read the abstract
Download the PostScript document
Proc. of The Fourth IEEE International Conference on Data Mining (ICDM 2004), 1-4 Nov. 2004, Brighton, UK, R. Rastogi, K. Morik, M. Bramer et X. Wu (eds.), pp. 383-386, 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
Read the abstract
Download the PDF document
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
(ISI IF 2002 LNCS = 0.515)
* Performance Evaluation of a Multicast Congestion Control Protocol
N. Bonmariage and I. El Khayat
Keywords : congestion control, layered multicast, performance
Read the abstract
Download the PDF document
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
Read the abstract
Download the PostScript document
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
(ISI IF 2001 LNCS = 0.415)
* 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
Read the abstract
Lisez le résumé
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
Lisez le résumé
Download the PostScript document or the compressed PostScript (gzip) document
Actes de Journées Doctorales Informatiques et Réseaux (JDIR'2000), 6-8 Nov. 2000, Paris, France

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