Publications

(Post-doc or student supervised)

International Journals

  • Hoang,N.-T.,H.-N.Nguyen,H.-A.Tran and S.Souihi.2022,«A novel adaptive east&west interface for a heterogeneous and distributed sdn network», Electronics, vol. 11, no 7, doi :10.3390/elec- tronics11070975, ISSN 2079-9292, Impact Factor : 2.69.

*Nam Nguyen, H., Anh Tran, H., Fowler, S. and Souihi, S. (2021). "A survey of Blockchain technologies applied to software-defined networking : Research challenges and solutions". IET Wireless Sensor Systems, 11(6), 233–247, Impact Factor : 2.617.

  • Naloufi M, Lucas FS, Souihi S, Servais P, Janne A, Wanderley Matos De Abreu T. Evaluating the Performance of Machine Learning Approaches to Predict the Microbial Quality of Surface Waters and to Optimize the Sampling Effort. Water. 2021 ; 13(18) :2457. https ://doi.org/10.3390/w13182 Impact Factor : 3.53.

  • Tong,V.,Souihi,S.,Tran,H.A.andMellouk,A.(2021)."SDN-BasedApplication-AwareSeg- ment Routing for Large-Scale Network". IEEE Systems Journal, Impact Factor : 3.931.

  • Fetia Bannour, Sami Souihi, Abdelhamid Mellouk: "Adaptive distributed SDN controllers: Application to Content-Centric Delivery Networks". Future Gener. Comput. Syst. 113: 78-93 (2020)

  • Sami Souihi, Salim Bitam, Abdelhamid Mellouk, Thiago Abreu, Said Hoceini, Scott Fowler, Saci Medileh, Swades De, Abdallah Shami: "Smart communications for autonomous systems in network technologies". Int. J. Communication Systems 33(10) (2020)

  • Lamine Amour, Sami Souihi, Abdelhamid Mellouk, M. Sajid Mushtaq. "Q2ABR: QoE-aware adaptive video bit rate solution". Int. J. Communication Systems 33(10) (2020)

  • Hai Anh Tran, Sami Souihi, Duc Tran, Abdelhamid Mellouk. "MABRESE: A New Server Selection Method for Smart SDN-Based CDN Architecture". IEEE Communications Letters 23(6): 1012-1015 (2019)

  • Fetia Bannour, Sami Souihi, Abdelhamid Mellouk. "Distributed SDN Control: Survey, Taxonomy, and Challenges". IEEE Communications Surveys and Tutorials 20(1): 333-354 (2018)

  • Sami Souihi, Said Hoceini, Abdelhamid Mellouk, Brice Augustin, Nadjib Ait Saadi. "SMILAY: An information flow management framework for microgrid applications". IEEE Communications Magazine 51(1): 120-126 (2013)

International Conferences

  1. Balachandran,T.,T.Abreu,M.Naloufi,S.Souihi,F.LucasetA.Janne.2022,«IoTandtrans- fer learning based urban river quality prediction», dans 2022 IEEE Global Communi- cations Conference : IoT and Sensor Networks (Globecom 2022 IoTSN), Rio de Janeiro, Brazil.
  2. Do,Q.H.,S.Souihi,V.Tong,H.A.TranetS.Mhadhbi.2022,«Howtezosblockchaincanmeet IoT ?», dans 2022 IEEE Global Communications Conference : Next-Generation Net- working and Internet (Globecom 2022 NGNI), Rio de Janeiro, Brazil
  3. Nguyen,H.N.,S.Souihi,H.A.TranetS.Fowler.2022a,«Ablockchain-basedSDNEast/West interface», dans 2022 IEEE Global Communications Conference : Next- Generation Networ- king and Internet (Globecom 2022 NGNI), Rio de Janeiro, Brazil.
  4. Nguyen,T.A.M.,S.BannourSouihi,H.A.TranetS.Souihi.2022b,«WhenNLPmeetsSDN: an application to global internet exchange network», dans 2022 IEEE Internatio- nal Confe- rence on Communications (ICC) : Next-Generation Networking and Internet Symposium (IEEE ICC’22 - NGNI Symposium), Seoul, Korea (South).
  5. Tong,V.,Souihi,S.,Tran,H.A.andMellouk,A.(2021)."MachineLearningbasedRootCause Analysis for SDN Network". 2021 IEEE Global Communications Conference (GLOBECOM), 1–6. IEEE.
  6. D. H. Le, H. A. Tran, S. Souihi and A. Mellouk. "An AI-based Traffic Matrix Prediction Solution for Software-Defined Network". IEEE International Conference on Communications (ICC) 2021
  7. D. H. Le , H. A. Tran and S. Souihi. A Reinforcement Learning-Based Solution for Intra-Domain Egress Selection. IEEE International Conference on High Performance Switching and Routing (HPSR 2021).
  8. H. A. Tran, Tu Nguyen, S. Souihi, and A. Mellouk. "Towards a novel congestion notification algorithm for a software-defined data center networks.". In IFIP/IEEE International Symposium on Integrated Network Management (IM 2021).
  9. V. Tong, S. Souihi, H. A. Tran, and A. Mellouk. "Service-centric Segment Routing Mechanism using Reinforcement Learning for Encrypted Traffic." . In International Conference on Network and Service Management (CNSM 2020), Virtual, 2020.
  10. 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, Waikoloa, HI, USA, 2019.
  11. T. Chu, V. Tong, H. A. Tran, S. Souihi, D. Tran, and A. Mellouk. 2019. NextLab: A new hybrid testbed and development platform for Software-defined Networking. Tenth International Symposium on Information and Communication Technology (SoICT 2019), Hanoi - Halong Bay, Vietnam, dec, 2019.
  12. F. Bannour, S. Souihi and A. Mellouk. "Adaptive Quorum-inspired SLA-Aware Consistency for Distributed ONOS Controllers". 15th International Conference on Network and Service Management (CNSM), Halifax, Canada, oct, 2019.
  13. V. Tong, H. A. Tran, S. Souihi and A. Mellouk, "A Novel QUIC Traffic Classifier Based on Convolutional Neural Networks", 2018 IEEE Global Communications Conference (GLOBECOM) 2018, Abu Dhabi, United Arab Emirates, 2018.
  14. F. Bannour, S. Souihi and A. Mellouk, "Adaptive State Consistency for Distributed ONOS Controllers", 2018 IEEE Global Communications Conference (GLOBECOM) 2018, Abu Dhabi, United Arab Emirates, 2018.
  15. V. Tong, H. A. Tran, S. Souihi and A. Mellouk, "Empirical study for Dynamic Adaptive Video Streaming Service based on Google Transport QUIC protocol", 2018 IEEE 43rd Conference on Local Computer Networks (LCN), Chicago, IL, USA, 2018.
  16. V. Tong, H. A. Tran, S. Souihi and A. Mellouk, "Network troubleshooting: Survey, Taxonomy and Challenges" 2018 International Conference on Smart Communications in Network Technologies (SaCoNeT), El Oued, 2018.
  17. L. Amour, M. I. Boulabiar, S. Souihi and A. Mellouk, "An improved QoE estimation method based on QoS and affective computing", 2018 International Symposium on Programming and Systems (ISPS), Algiers, 2018.
  18. F. Bannour, S. Souihi and A. Mellouk, "Scalability and reliability aware SDN controller placement strategies", 2017 13th International Conference on Network and Service Management (CNSM), Tokyo, Japan, 2017.
  19. J. Bennaceur, S. Souihi, H. Idoudi, L. A. Saldane and A. Mellouk, "Game-based secure sensing for the mobile cognitive radio network", 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Montreal, QC, Canada 2017.
  20. 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), Singapore, 2017.
  21. L. Amour, S. Sami, M. S. Mushtaq, S. Hoceini and A. Mellouk, "Perceived video quality evaluation based on interactive/repulsive relation between the QoE IFs", 2016 IEEE International Conference on Communications (ICC) 2016, Kuala Lumpur, Malaysia, 2016.
  22. M. A. Senouci, S. Souihi, S. Hoceini and A. Mellouk, "QoE-based network interface selection for heterogeneous wireless networks: A survey and e-Health case proposal", 2016 IEEE Wireless Communications and Networking Conference, Doha, Qatar, 2016.
  23. L. Amour, S. Souihi, S. Hoceini, A. Mellouk, "Building a Large Dataset for Model-based QoE Prediction in the Mobile Environment", In Proceedings of the 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM '15). Cancun, Mexico, 2015,
  24. Mohamed Souidi, Sami Souihi, Said Hoceini, Abdelhamid Mellouk."An adaptive real time mechanism for IaaS cloud provider selection based on QoE aspects". ICC 2015.
  25. Sami Souihi, Mohamed Souidi, Abdelhamid Mellouk. "An Adaptive QoE-Based Network Interface Selection for Multi-homed eHealth Devices". IoT 360 (1) 2015: 437-442.
  26. Lamine Amour, Sami Souihi, Said Hoceini, Abdelhamid Mellouk. "An Open Source Platform for Perceived Video Quality Evaluation". Q2SWinet@MSWiM 2015: 139-140.
  27. Lamine Amour, Sami Souihi, Said Hoceini, Abdelhamid Mellouk. A Hierarchical Classification Model of QoE Influence Factors. Wiley WWIC 2015: 225-238.
  28. Sami Souihi, Julien Perez, Said Hoceini, Abdelhamid Mellouk. "A robust, adaptive and hierarchical knowledge dissemination architecture". IEEE Global Communications Conference (GLOBECOM) 2013: 1489-1494
  29. Sami Souihi, Said Hoceini, Abdelhamid Mellouk, Nadjib Ait Saadi. "A hierarchical and multi-criteria knowledge dissemination in autonomic networks". IEEE Global Communications Conference (GLOBECOM) 2012.
  30. Sami Souihi, Said Hoceini, Abdelhamid Mellouk. "A multi-criteria master nodes selection mechanism for knowledge dissemination in autonomic networks". IEEE International Conference on Communications (ICC) 2012, Otawa, Canada 2012.
  31. Sami Souihi, Abdelhamid Mellouk. "Knowledge Dissemination for Autonomic Network". IEEE International Conference on Communications (ICC) 2011, Kyoto, Japan 2011.

National Conferences (France)

  1. F. Bannour, S. Souihi, A.Mellouk."Adaptive state consistency for distributed ONOS controllers", 2018 SDN DAY « IDNs (Intelligence-Defined Networks) », November 22, 2018, Paris, France.

  2. Lamine Amour, Sami Souihi, and Abdelhamid MELLOUK. "Pour une Meilleure Estimation de la Qualité Perçue par l’Usager". Dans le Congrès National de la Recherche des IUT "CNRIUT’2018", Aix en Provence, France, Juin 7 − 8, 2018.

  3. F. Bannour, S. Souihi, A. Mellouk. "Software-Defined Networking: A self-adaptive consistency model for distributed SDN controllers", 2017 RESCOM summer school « Virtualisation & Dehardwarization », CNRS GDR RSD, 19-23 June, 2017, Le Croisic, France.

  4. F. Bannour, S. Souihi, A. Mellouk."Software-Defined Networking: Distributed SDN control", 2017 ARC of the CNRS GDRMACS « Automation and Communication Net- works », selected presentation after call for submission, May 16, 2017, Paris, France.

  5. Lamine Amour, Sami Souihi and Abdelhamid Mellouk, "Présentation d’un Framework QoE-DASH (QOD)". Dans le Colloque Automatique et Réseaux de Communication 2017 (ARC’17) du GDR CNRS MACS, 14 Mai, 2017, Paris, France.

  6. F. Bannour, S. Souihi, A. Mellouk. "The SDN controller placement problem", 2016 RESCOM summer school « 5G and Internet of Things », CNRS GDR RSD, selected poster, 13-17 June, 2016, Guidel-plages, France.

  7. Lamine Amour, Sami Souihi and Abdelhamid Mellouk. "Proposition d’une Approche Algorithmique de Streaming adaptatif basée sur la Perception Utilisateur (QoE)". CNRS GDR RSD - RESCOM 2016 : 5G & Internet of Things (IoT). May 2016, Guidel plages, France.

Dissertations, Books & Book Chapters

  • Lamine Amour, Matthieu Quiniou, Sara Tucci, Hichem Bourak, Sami Souihi. "uTakeCare: unlock full decentralization of personal data for a respectful decontainment in the context of COVID-19: toward a digitally empowered anonymous citizenship". DS-COVID-2020: Data Science for COVID-19, Elsevier Book. May 2020.

  • Mise en oeuvre d'une plateforme de gestion et de dissémination des connaissances pour des réseaux autonomiques. (A knowledge management and dissemination platform for autonomic networks). Ph.D. dissertation. University of Paris-Est, France, 2013.

Keynotes and Invited Papers

  • École d'automne SaCoNeT 2019, Oran, Algerie, 21-23 dec 2018 : JAIN : Just Another Intelligent Network.

  • École d'automne SaCoNeT 2018, El Oued, Algerie, 27-28 oct 2018 : Les réseaux logiciels (Software-defined networking), une révolution?

  • IoT/WSN workshop, USTH, Hanoi, Vietnam, 21-22 Feb, 2017 : A software defined Cognitive Radio Networks : An application to IoMT.

  • Grid and High Performance Computing workshop, USTH,Hanoi, Vietnam, 23-24 Feb, 2017 : State-Dependent Time Evolving Multi-Constraint Control :Resources allocation.