Lamine Amour

Head of the Networks and Telecom Master Program and Associate Professor in Networking and Computer Science
ESME

Overview of research area

My research interests lie in the study and implementation of network services and ressources allocation, and particularly in the following domains:
1. Network performance evaluation (VANET, SDN, 5G, etc.)
2. Data analysis to ensure Service Quality (QoS) and user quality of experience (QoE)

Short biography

I received Ph.D from University Paris-Est (UPE) in 2018. Actually, I am an Associate Professor of IT and networking with ESME-Sudria and a member of IEEE community, VQEG/ITU-T (SG-12) and QUALINET groups. In addition, I am a reviewer for several IEEE conferences and journals, including IEEE-Transactions on Networking, IEEE-ICC and IEEE-Globecom. My studies are in the fields of machine learning, network evaluation and quality of service/quality of experience. Currently, I am working on the evaluation of video streaming and web browsing performance and the investigation of SDN optimization, using machine\deep learning techniques based on data-driven approaches.

Publications

• L. Amour and A. Dandoush, Crowdsourcing Based Performance Analysis of Mobile User Heterogeneous Services, Electronics (Switzerland), 11(7), 1011, 2022.
• L. Amour, M. Quiniou, S. Tucci-Piergiovanni, H. Bourak, and S. Souihi, uTakeCare: unlock full decentralization of personal data for a respectful decontainment in the context of COVID-19: toward a digitally empowered anonymous citizenship, Data Science for COVID-19, Academic Press, pp. 231-253, 2021.
• L. Amour and A. Dandoush, Towards a Crowdsourced Network Measurements Analyzer (CNMA) for the Streaming Service, 22nd IEEE International Conference on High Performance Switching and Routing (HPSR’2021), pp. 5, Paris, France, June 2021.
• L. Amour, S. Souihi, A. Mellouk, and S.M. Mushtaq, Q2ABR: QoE-aware adaptive video bit rate solution, International Journal of Communication Systems, Vol. 33, Issue 10, pp. 21, 2019.
• L. Amour, V. Tong, S. Souihi, H. A. Tran, and A. Mellouk, Quality Estimation Framework for Encrypted Traffic (Q2ET), 2019 IEEE Global Communications Conference, (GLOBECOM’2019), pp.6, Waikoloa, HI, USA, December 2019.
• L. Amour, M. I. Boulabiar, S. Souihi, and A. Mellouk, An improved QoE estimation method based on QoS and affective computing, International Symposium on Programming and Systems (ISPS’2018), pp. 7, Algeries, Algeria, April 2018.
• L. Amour, M. S. Mushtaq, S. Souihi, and A. Mellouk, QoE-Based Framework to Optimize User Perceived Video Quality, 2017 IEEE 42nd Conference on Local Computer Networks (LCN’2017), pp. 5, Singapore, November 2017.
• L. Amour, S. Souihi, M. S. Mushtaq, S. Hoceini, A. Mellouk, Perceived video quality evaluation based on interactive/repulsive relation between the QoE IFs, 2016 IEEE International Conference on Communications (ICC’2016), pp. 7, Kuala Lumpur, Malaysia, May 2016.
• L. Amour, S. Souihi, S. Hoceini, and A. Mellouk, An Open Source Platform for Perceived Video Quality Evaluation, Proceedings of the 11th ACM Symposium on QoS and Security for Wireless and Mobile Networks (Q2SWinet ‘2015), pp. 3, Cancun, Mexico, November 2015.
• L. Amour, S. Souihi, S. Hoceini, and A. Mellouk, Building a Large Dataset for Model-based QoE Prediction in the Mobile Environment, Proceedings of the 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM’15), pp. 5, Cancun, Mexico, November 2015.
• L. Amour, S. Souihi, and A. Mellouk, A Hierarchical Classification Model of QoE Influence Factors, International Conference on Wired/Wireless Internet Communication (WWIC’2015), pp. 13, Malaga, Spain, May 2015.

PhD in Networking

• 2014-2018

  PhD in Networking

  UPE, Paris Est University
• 2016

  DFE Certificate

  DFE-ISEFRE, Institut Cycles Découverte de la France Entrepreneuriale
• 2012-2014

  Master in Systems and Networks

  UPEC (Paris-Est Créteil University, Vitry-sur-Seine, France)
• 2010-2012

  Master in Complex Systems

  University of Bejaia, Bejaia, Algeria

Head of the Networks and Telecom Master Program and Associate Professor in Networking and Computer Science

• Since 2021

  Head of the Networks & Telecom Master Program

  ESME, Ivry-sur-Seine, France
• Since 2020

  Associate professor in Networking and Computer Science

  ESME, Ivry-sur-Seine, France
• 2019-2020

  Associate professor in Computer Science

  EPISEN, Public School of Health and Digital Engineers, Créteil, France
• 2016-2018

  ATER, Temporary Taching and Research Associate Professor

  UPEC (Paris-Est Créteil University), Virty-sur-Seine, France
• 2014-2015

  Substitute Teacher

  C-V IUT, Créteil-Vitry University Institute, Vitry-sur-Seine, France