{"id":146,"date":"2025-11-19T23:28:16","date_gmt":"2025-11-19T22:28:16","guid":{"rendered":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/?page_id=146"},"modified":"2025-11-29T16:29:18","modified_gmt":"2025-11-29T15:29:18","slug":"smdr-smart-management-of-distributed-resources","status":"publish","type":"page","link":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/smdr-smart-management-of-distributed-resources\/","title":{"rendered":"SMDR-Smart Management of Distributed Resources"},"content":{"rendered":"\n

\u00c9quipe SMDR : S<\/strong>mart M<\/strong>anagement of D<\/strong>istributed R<\/strong>esources<\/strong><\/h1>\n\n\n\n

Responsable<\/strong> : M\u00e9chaoui Moulay Driss<\/h3>\n\n\n\n
<\/div><\/div>\n\n\n\n

[Pr\u00e9sentation<\/a>] \u2022 [Membres<\/a>] \u2022 \u00a0[Publications<\/a>]<\/strong><\/h2>\n\n\n\n
<\/div><\/div>\n\n\n\n

Pr\u00e9sentation de l’\u00e9quipe<\/h1>\n\n\n\n

Fondement scientifique<\/h2>\n\n\n\n

Les recherches de l\u2019\u00e9quipe SMDR se situent dans les domaines du cloud computing et d\u2019intelligence artificielle. De point de vue applicatif, ses recherches touchent le domaine des syst\u00e8mes industriels dont il est question d\u2019am\u00e9liorer l\u2019allocation, l\u2019ordonnancement et le stockage de donn\u00e9es ainsi que la s\u00e9curit\u00e9 d\u2019usages. L\u2019\u00e9quipe s\u2019int\u00e9resse \u00e9galement \u00e0 la gestion des t\u00e2ches collaboratives et de n\u00e9gociation entre fournisseurs et clients ainsi qu\u2019\u00e0 la gestion des syst\u00e8mes d\u00e9cisionnels et la g\u00e9n\u00e9ration automatique et intelligente des contrats SLA afin d\u2019assurer des consensus entre les diff\u00e9rents acteurs. Enfin, les travaux de l\u2019\u00e9quipe sont \u00e9galement appliqu\u00e9s \u00e0 la gestion des donn\u00e9es dans des situations de crise, telle qu\u2019une catastrophe naturelle, dont il convient de r\u00e9cup\u00e9rer l\u2019infrastructure de mani\u00e8re efficace et s\u00fbre.<\/span><\/p>\n\n\n\n

Objectifs<\/h2>\n\n\n\n

Les travaux de recherche de l\u2019\u00e9quipe SMDR visent \u00e0 utiliser des techniques d\u2019intelligence artificielle (syst\u00e8mes multi-agents, apprentissage automatique\u2026) pour d\u00e9velopper des approches de cloud computing capables d\u2019interagir avec l\u2019utilisateur de mani\u00e8re efficace \u00e0 la fois pour l\u2019allocation, le traitement et le stockage des donn\u00e9es massives. Les travaux de recherche de l\u2019\u00e9quipe portent sur trois principales th\u00e9matiques :<\/span><\/p>\n\n\n\n

    \n
  • L\u2019am\u00e9lioration de la gestion des ressources dans le Cloud computing \u00e0 travers des strat\u00e9gies, d\u2019une part, d\u2019allocation et d\u2019ordonnancement de t\u00e2ches selon des exigences de QoS (Quality of Service) et des contraintes SLA (Service Level Agreement), et d\u2019autre part le stockage des donn\u00e9es dans des bases NoSQL.<\/span><\/li>\n<\/ul>\n\n\n\n
      \n
    • La gestion de la fiabilit\u00e9 du cloud en proposant des techniques collaboratives pour le recouvrement, la s\u00e9curit\u00e9 (privacy, trust) et la tol\u00e9rance aux pannes proactive et r\u00e9active dans les syst\u00e8mes distribu\u00e9s.<\/span><\/li>\n<\/ul>\n\n\n\n
        \n
      • L\u2019am\u00e9lioration des interactions fournisseurs clients en utilisant des approches de n\u00e9gociation et de gestion de contacts SLA automatis\u00e9s et intelligents.<\/span><\/li>\n<\/ul>\n\n\n\n

        Mots cl\u00e9s<\/h2>\n\n\n\n

        Cloud, grille, ordonnancement, tol\u00e9rance aux pannes, r\u00e9plication, conteneur, SLA, optimisation, n\u00e9gociation, agent, s\u00e9curit\u00e9, donn\u00e9es\/t\u00e2ches.<\/span><\/p>\n\n\n\n

        Membres de l’\u00e9quipe<\/h1>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
        Nom<\/strong><\/span><\/td>\nPr\u00e9nom<\/strong><\/span><\/td>\nStatut<\/strong><\/span><\/td>\n\u00c9tablissement<\/strong><\/span><\/td>\n<\/tr>\n
        Mechaoui<\/span><\/td>\nMoulay Driss<\/span><\/td>\nMaitre de conf\u00e9rence A<\/span><\/td>\nUMAB<\/span><\/td>\n<\/tr>\n
        Djebbara<\/span><\/td>\nReda<\/span><\/td>\nMaitre de conf\u00e9rence A<\/span><\/td>\nUMAB<\/span><\/td>\n<\/tr>\n
        Benhamed<\/span><\/td>\nSiham<\/span><\/td>\nMaitre de conf\u00e9rence B<\/span><\/td>\nUMAB<\/span><\/td>\n<\/tr>\n
        Bakhta<\/span><\/td>\nMeroufel<\/span><\/td>\nMaitre de conf\u00e9rence A<\/span><\/td>\nUniversit\u00e9 de Sidi Bel-Abbess<\/span><\/td>\n<\/tr>\n
        Filali<\/span><\/td>\nFatima Zohra<\/span><\/td>\nMaitre de conf\u00e9rence A<\/span><\/td>\n\u00a0<\/span><\/td>\n<\/tr>\n
        Abbassa<\/span><\/td>\nMohamed<\/span><\/td>\nDoctorant<\/span><\/td>\nUMAB<\/span><\/td>\n<\/tr>\n
        Boudjahfa<\/span><\/td>\nWissam<\/span><\/td>\nDoctorant<\/span><\/td>\nUMAB<\/span><\/td>\n<\/tr>\n
        \u00a0<\/td>\n\u00a0<\/td>\n\u00a0<\/td>\n\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n

        Publications<\/h1>\n\n\n\n

        Publications dans des revues internationales<\/h2>\n\n\n\n
          \n
        • Guetmi, N., Imine, A., & Mechaoui, M. D. (2025). MOBIRDF: A cloud\u2011based collaborative editing service for mobile RDF data sharing. Journal of Web Semantics. Article 100864. Elsevier. DOI : 10.1016\/j.websem.2025.100864.<\/li>\n
        • MR Djebbara. Cloud Replica Management-Based Hybrid Optimization. Journal of Mobile Multimedia. 2024. DOI: 10.13052\/jmm1550-4646.2047<\/li>\n
        • SAM Mostefaoui, B Mebarek, M Redha Djebbara. A DBN-DEVS Extension for Modeling and Simulate Uncertain Systems. Applied Artificial Intelligence. 2021. https:\/\/doi.org\/10.1080\/08839514.2021.1994215<\/li>\n
        • Moulay Driss Mechaoui, Abdessamad Imine. Lightweight Coordination Model for Mobile Collaborative Mapping. International Journal of Communication Networks and Distributed Systems. 2021. https:\/\/doi.org\/10.1504\/IJCNDS.2021.114449<\/li>\n
        • MR DJEBBARA, H BELBACHIR. Cost function based on analytic hierarchy process for data replication strategy in cloud environment. Journal of Theoretical & Applied Information Technology. 2018<\/li>\n
        • MR Djebbara, H Belbachir. Cloud data replication strategy using multiple-criteria decision analysis methods. Multiagent and Grid Systems. 2018. https:\/\/doi.org\/10.3233\/MGS-180288<\/li>\n
        • Mechaoui, M.D., Guetmi, N. & Imine, A. MiCa: Lightweight and mobile collaboration across a collaborative editing service in the cloud. Peer-to-Peer Netw. Appl. 9, 1242\u20131269 (2016). https:\/\/doi.org\/10.1007\/s12083-016-0439-2<\/li>\n<\/ul>\n

          \u00a0<\/p>\n\n\n\n

          Publications dans des conf\u00e9rences internationales<\/h2>\n\n\n\n
            \n
          • S. Benhamed, A. Chalabi . Towards a Distributed Processing Approach for SPARQL Queries on Spark Using an RDF Graph-Oriented Model. The 14th International Conference on Research In ComputIng At Feminine 2025<\/li>\n
          • Mechaoui, M.D. (2021). A Multi-agent Driven Model for Distributed Collaborative Editing. In: Abraham, A., Piuri, V., Gandhi, N., Siarry, P., Kaklauskas, A., Madureira, A. (eds) Intelligent Systems Design and Applications. ISDA 2020. Advances in Intelligent Systems and Computing, vol 1351. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-030-71187-0_118<\/li>\n
          • D. M. Redha, T. Bouchra and F. F. Zohra, \u00ab\u00a0Data Replication Strategy Using Electre-I Method In Cloud System,\u00a0\u00bb 2019 6th International Conference on Image and Signal Processing and their Applications (ISPA), Mostaganem, Algeria, 2019, pp. 1-6, doi: 10.1109\/ISPA48434.2019.8966921.<\/li>\n
          • Mechaoui, M.D., Imine, A. (2017). Concurrency Control for Mobile Collaborative Applications in Cloud Environments. In: Mavromoustakis, C., Mastorakis, G., Dobre, C. (eds) Advances in Mobile Cloud Computing and Big Data in the 5G Era. Studies in Big Data, vol 22. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-319-45145-9_11<\/li>\n<\/ul>\n

             <\/p>\n\n\n\n

            Publications dans des conf\u00e9rences nationales<\/h2>\n\n\n\n
              \n
            • Mohamed Abbassa , Moulay Driss Mechaoui, Mohamed Moussa, and Karim Sehaba. Intelligent Aquaculture: A Survey on AI and IoT Technologies for Enhanced Productivity and Sustainability. Computer Science and New Technologies – CSNT\u20192025. 210-215. D\u00e9cembre 2025. Mostaganem.<\/li>\n
            • Houcine Ourabah, Moulay Driss Mechaoui, Abdessamad Imine. Investigating Gaps in Blockchain Scalability and Conflict Resolution: The Potential of CRDTs and AI in Decentralized.\u00a0 Computer Science and New Technologies – CSNT\u20192024. 210-215. D\u00e9cembre 2024. Mostaganem.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

              \u00c9quipe SMDR : Smart Management of Distributed Resources Responsable : M\u00e9chaoui Moulay Driss [Pr\u00e9sentation] \u2022 [Membres] \u2022 \u00a0[Publications] Pr\u00e9sentation de<\/p>\n","protected":false},"author":12,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","_eb_attr":"","_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":""},"class_list":["post-146","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/wp-json\/wp\/v2\/pages\/146","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/wp-json\/wp\/v2\/comments?post=146"}],"version-history":[{"count":7,"href":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/wp-json\/wp\/v2\/pages\/146\/revisions"}],"predecessor-version":[{"id":468,"href":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/wp-json\/wp\/v2\/pages\/146\/revisions\/468"}],"wp:attachment":[{"href":"https:\/\/laboratoire.univ-mosta.dz\/cstl\/wp-json\/wp\/v2\/media?parent=146"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}