{"id":4158,"date":"2021-10-14T17:46:10","date_gmt":"2021-10-14T15:46:10","guid":{"rendered":"https:\/\/esme-recherche.local\/?post_type=team&#038;p=4158"},"modified":"2026-05-05T10:21:49","modified_gmt":"2026-05-05T08:21:49","slug":"lamine-amour","status":"publish","type":"team","link":"https:\/\/www.esme.fr\/recherche\/chercheur\/lamine-amour\/","title":{"rendered":"Lamine Amour"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Overview of research area<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"wp-block-paragraph\">My research interests lie in the context of adaptive mechanisms in large-scale intelligent distributed and dynamic systems. They are structured on three axes:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Self-configuring Systems: In this axis, my research draws on contextual knowledge and Automatic\/Deep\/Reinforcement Learning (ML\/DL\/RL) as well as Federated Learning (FL) to provide approaches that require no or minimal human intervention in autonomous systems.<br>2. Next-generation systems: My work in this axis aims to deliver configurable and disaggregated systems based on paradigms such as Quality of Experience (QoE), Network Functions Virtualization (NFV), Software-Defined Networking (SDN) and Blockchain.<br>3. Applications : The final axis characterizes my research program, involving the practical and realistic application of my approaches to various use cases like 5G\/6G networks, Networked Music Performance (NMP), IoT , VANET, E-Health, etc.<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Short biography<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I received Ph.D from University Paris-Est (UPE) in 2018. Actually, I am an Associate Professor of IT and networking with ESME 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 network performance and the investigation of SDN optimization, using machine\\deep learning techniques based on data-driven approaches. Furthermore, I am a collaborator in the European project VIRTUAL STAGE and METAMORPHOSES in the Networked music performance (NMP) field.<\/p>\n","protected":false},"featured_media":0,"template":"","team_cat":[],"class_list":["post-4158","team","type-team","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.esme.fr\/recherche\/wp-json\/wp\/v2\/team\/4158","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.esme.fr\/recherche\/wp-json\/wp\/v2\/team"}],"about":[{"href":"https:\/\/www.esme.fr\/recherche\/wp-json\/wp\/v2\/types\/team"}],"wp:attachment":[{"href":"https:\/\/www.esme.fr\/recherche\/wp-json\/wp\/v2\/media?parent=4158"}],"wp:term":[{"taxonomy":"team_cat","embeddable":true,"href":"https:\/\/www.esme.fr\/recherche\/wp-json\/wp\/v2\/team_cat?post=4158"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}