Team members
Abdelhamid Mellouk
Full-time Professor at University of Paris-Est Creteil (UPEC), Networks Telecommunications (N\&T) Department-IUT CV, IT-Health Department-EPISEN and LiSSi-TincNET Research Team, France. He is an active member of the IEEE Communications Society and held several offices including leadership positions in IEEE Communications Society Technical Committees. He has published/coordinated fourteen books and several refereed international publications in journals, conferences, and books, in addition to numerous keynotes and plenary talks in flagship venues. He serves on the Editorial Boards or as Associate Editor for several journals, and he is chairing or has chaired (or co-chaired) some of the top international conferences and symposia (including ICC and GlobeCom).
Curriculum Vitae
Personal Information and Positions:
- Position: Professor of Universities, Class Exceptional 2 (PREx2 – the highest academic rank in France) since 2009, promoted to PREx2 through a national competition in 2021.
- Institution: Université Paris-Est Créteil Val de Marne (UPEC), 122, rue Paul Armangot, 94400 Vitry-sur-Seine, France.
- Contact: mellouk@u-pec.fr
Education:
- Habilitation to Direct Research (HDR), UPEC, 2007.
- DZ Doctorate (equivalence by Algerian Ministry), June 14, 2020, N° 102/2020.
- PhD in Computer Engineering es-Artificial Intelligence and Machine Learning topics, Paris-Saclay University (formerly Paris 11 Orsay and High School Polytechnique (X) engineering ), 1994.
- DEA (Equivalent to Research Master’s) in Computer Science, co-accredited by Ecole Polytechnique (X-Palaiseau), Ecole Normale Supérieure (ENS-Cachan) and Paris-Saclay University (formerly Paris 11 Orsay), LRI UMR CNRS, 1990.
- High School Engineering degree in “Artificial Intelligence & Computer Science” topics, University of Oran1, Algeria, 1989.
- Classes Préparatoires Mathematics and Physics, 1986
- Double Baccalaureat (DZ and FR), High School Akid Lotfi-Oran (DZ), and Pasteur in a free candidate way (FR),1984
Bibliometric Indicators (as of September 8, 2024):
- WoS: h-index: 24; Citations: 2656, Publications: 253
- Google Scholar: h-index: 37; Citations: 6203, i10-index: 138
- ResearchGate: Research Interest Score: 2,934, Citations: 4825, h-index: 31
- Classified in Stanford TOP 2% Best Scientists in the World.
In Brief:
Abdelhamid Mellouk is a Professor of Universities, Class Exceptional 2, the highest academic rank in France. He founded and currently leads a specialized engineering program accredited by the French Commission des Titres d’Ingénieurs (CTI), focusing on new technologies for high-value-added services in healthcare. He has held visiting professor roles at universities worldwide. Pr. Mellouk holds a PhD in Artificial Intelligence and Computer Engineering. His pioneering research on neural networks and digital AI, starting with his 1994 doctoral thesis, paved the way for predictive neural network systems that were precursors to current technologies like Siri and Alexa. His research led to the first predictive neural network system for continuous speech recognition, using methods now recognized as “Deep Learning.”
Pr. Mellouk’s research has influenced the development of bio-inspired real-time control mechanisms for dynamic systems, telecommunications, and high-value-added applications in healthcare and security. He is the inventor of a revolutionary concept in Quality of Experience (QoE), shifting focus from purely technical metrics to user-centered experience in system transport. His work has had global recognition and continues to push scientific boundaries, particularly in distributed knowledge bases and AI-driven Software-Defined Networks (SDN). He has supervised 25 PhD dissertations and published over 250 scientific papers, with many appearing in top-tier (Q1) journals.
Recognized in Stanford University’s 2021 list of the top 2% of global scientists in Artificial Intelligence, Telecommunications, and Information & Communication Technologies, Prof. Mellouk has received numerous accolades, including the IEEE Distinguished Technical Achievement Award in 2020. His extensive contributions include two patents with Airbus and a leading role in various international and national committees, including the IEEE Communication Society. He co-chairs the “Data Science & Artificial Intelligence” committee at the European competitiveness cluster Systematic, which brings together leading businesses and academic institutions. Additionally, he has delivered lectures in over 40 countries, chaired 50 international conferences, and contributed to numerous expert panels in academic and industrial research.
Pr. Mellouk’s dedication to bridging science and society is exemplified through his involvement in public and private advisory roles, where he has conducted numerous missions and evaluations on regional, national, and international levels.
Current Positions
- Director of the Engineering Department in ITS, EPISEN/UPEC accredited by the CTI.
- Director of the Research Team TINCNET/LISSI.
- Co-Chair, with THALES, of the permanent committee “Data Science and Artificial Intelligence” within the SYSTEMATIC competitiveness cluster, a leading European hub in Deep Techs and Systems Engineering.
- Evaluator at the French High Council for the Evaluation of Research and Higher Education (HCERES).
- Elected member of the French National University Commission (CNU), responsible for the Evaluation and Promotion of the teaching-research staff (Lecturers and University Professors) in the disciplinary section “Computer Engineering, Automation, and Signal Processing.”
- Member of the French commission for funding collaborative research projects, innovation, and entrepreneurship at the Public Investment Bank (BPI), linked to the General Directorate of Enterprises (DGE).
- Member of the Academic Council of the University Paris-Est-Creteil (UPEC).
Teaching and Responsabilities
Teaching Responsabilities :
- Project leader for the creation and then Director of the Department of Engineering in Technology and Health, ITS, from 2016 to present, UPEC, accredited by the Commission of Engineering Titles since 2016.
- Project leader for the creation of a new MCIL program in Health Technology, Faculty of Exact and Applied Sciences, University of Oran1, Algeria, from 2019 to present.
- Project leader in 2015, then responsible for a new professional Bachelor’s degree in the RT Department of IUT Créteil-Vitry focused on telemedicine (10 students in apprenticeship training, 2019-2023).
- Project leader in 2004, then responsible since that date for the three professional Bachelor’s degrees in the Networks and Telecommunications Department focusing on network security professions: Network Administration and Security (ASUR), Architectures for Multimedia Networks (ARM), and Computer Networks Mobility and Security (RIMS), 2004-2023.
- Project leader for the new program in Networks and Telecommunications, Initial Training, through Apprenticeship and Continuing Education, then Head of the RT Department, UPEC, 2000-2007.
- Vice-President of the Assembly of Heads of the RT Department (2002-2006).
- Member of the National Pedagogical Commission (CPN) of IUT RT (2006-2010) for the development of educational programs of the MESR.
- Project leader for the “Networks and Telecommunications” option at the Professional University Institute (IUP) GEII, UPEC, from 1998 to 2004.
- Project leader for the educational pathways in the networks cluster for L3, M1, and M2 as part of the LMD reform at UPEC, from 2004 to 2006.
Pedagogical Responsibilities for Undergraduate Programs :
- Lead the project for the creation and current Director of the Engineering Department in Health Technology (ITS), UPEC, accredited by the Commission des Titres d’Ingénieurs since 2016.
- Lead the project for the creation of a new MCIL program in Health Technology, Faculty of Exact and Applied Sciences, Oran1 University, Algeria, 2019 to present.
- Led in 2015, then Head of a new professional Bachelor’s degree in Telemedicine at the RT Dept. of IUT Créteil-Vitry (10 students in apprenticeship training, 2019-2023).
- Led in 2004, and has been in charge of three professional Bachelor’s degrees at the Networks and Telecommunications Department, focusing on network security: Administration and Security of Networks (ASUR), Architectures for Multimedia Networks (ARM), and Mobility and Network Security (RIMS), 2004-2023.
- Led the new program in Networks and Telecommunications, covering Initial Education, Apprenticeship, and Continuing Education, and then served as Head of the RT Department, UPEC, 2000-2007.
- Vice President of the Assembly of RT Department Heads (2002-2006).
- Member of the National Pedagogical Commission (CPN) of IUT RT (2006-2010) for the development of educational programs by the Ministry of Higher Education and Research (MESR).
- Led the “Networks and Telecommunications” option training, University Professional Institute (IUP) GEII, UPEC, from 1998 to 2004.
- Led the pedagogical networks curricula for L3, M1, and M2 programs under the LMD reform at UPEC, 2004-2006.
- Led the creation and then became responsible for a new professional Bachelor’s degree in Telemedicine at the Networks and Telecommunications Department (Dept. RT) of IUT Créteil-Vitry (10 students in an apprenticeship program), 2019-2023.
- Led the creation in 2004 and has since been responsible for a professional Bachelor’s degree in the Networks and Telecommunications Department focused on Network Administration and Security (ASUR).
- Led the creation in 2005 and has since been responsible for a professional Bachelor’s degree in the Networks and Telecommunications Department focused on Multimedia Network Architectures (ARM).
- Led the creation in 2006 and has since been responsible for a professional Bachelor’s degree in the Networks and Telecommunications Department focused on Mobile Networks and Security (RIMS).
- Led the development of the new Telecommunications and Networks program (DUT, BAC+2), in the Initial Training track (GTR).
- Led the creation of the Telecommunications and Networks program (DUT, BAC+2) in the Apprenticeship Training track (GTR).
- Led the development of the Telecommunications and Networks program (DUT, BAC+2) in the Continuing Education track (GTR).
- Served as the Head of the DUT GTR Department at UPEC from 2000 to 2007.
- Vice President of the Assembly of Department Heads (ACD) for the RT network from 2002 to 2006.
- Member of the National Pedagogical Commission (CPN) for IUT RT from 2006 to 2010, contributing to the development of educational programs for the Ministry of Higher Education and Research (MESR).
- Led the Telecommunications and Networks option within the University Institute of Technology (IUP) GEII at UPEC from 1998 to 2004.
- Led the design of the educational tracks for the networking program in L3, M1, and M2 as part of the LMD reform at UPEC from 2004 to 2006.
Postgraduate Pedagogical Responsibilities :
- Led the development of the pedagogical framework for network teaching in the Master’s program “Sciences, Technology, Health,” specializing in “Engineering Sciences and Applications” (SDIA), from 2005 to 2007.
- Co-led the creation of a new M2 research specialization titled “Complex Systems, Information and Control Technologies” (ScTIC), with a focus on networks, in 2009.
- Co-led the implementation of a network specialization within the new Master 2 ScTIC curriculum at UPEC, titled “Cyber-Physical Systems, Information, Intelligence, and Control – ScTIIC,” 2015-2017.
- Led the creation of a new postgraduate program at EMP, Algeria, 2003-2007.
- Led the creation of a new postgraduate program at HUST, Vietnam, from 2019 to the present.
- Led the project for the creation and serves as Director of the Engineering Department in Health Technology (ITS), UPEC, since 2016, accredited by the Commission des Titres d’Ingénieurs.
- Led the creation of a new MCIL program in Health Technology at the Faculty of Exact and Applied Sciences, Oran1 University, Algeria, 2019 to present.
- Led the development of the pedagogical framework for network teaching in the Master’s program “Sciences, Technology, Health,” specializing in “Engineering Sciences and Applications” (SDIA), from 2005 to 2007.
- Co-led the project for the creation of a new M2 research specialization titled “Complex Systems, Information and Control Technologies” (ScTIC), with a focus on networks, in 2009.
- Co-led the establishment of a network specialization within the new Master 2 ScTIC curriculum at UPEC, titled “Cyber-Physical Systems, Information, Intelligence, and Control – ScTIIC,” 2015-2017.
- Led the creation of a new postgraduate program at EMP, Algeria, 2003-2007.
- Led the creation of a new postgraduate program at HUST, Vietnam, 2019 to present.
Scientific Responsabilities
- Head (from 01/01/2009 to present) of the Research Team CIR [Intelligent Control in Networks], UPEC.
- Head of a National Research Group CNRS/GDR MACS/SAGIP: ARC (Automation and Communication Networks), from 2010 to present, bringing together the national community around complex systems operated through networks.
- Member of the Scientific Committee of the National CNRS ResCom (Communication Networks) under the CNRS/RSD Research Group, from 2011 to 2020.
- Appointed on January 1st, 2021, as Co-President, after serving as Vice President for Research and Innovation (2017-2020), of the Steering Committee “Data Science and Artificial Intelligence” at the European Systematic Competitiveness Cluster. My role includes leading the 25-member steering committee, supporting collaborative R&D project leaders within the cluster, and defining the cluster’s strategic vision, including developing a roadmap to serve as a reference framework for members and project leaders. The committee meets once a month and federates 1,200 institutions (academic and corporate). My various activities within this committee include:
- Participating in the selection of research projects led by consortia for obtaining the competitiveness cluster label.
- Sitting on the BPI Finance panel as an expert for project leader interviews.
- Organizing a series of thematic workshops annually (once a month):
- Hub day (11/14/2019, 11/3/2020, 3/26/2021), attended by 100 to 150 participants.
- Thematic workshops: For example, Hybrid AI held on February 5, 2020, with 30 participants; Trusted AI on March 12, 2020; Learning Algorithms on April 23, 2020.
- Elected Member of the Academic Council of the University (from 2016 to present).
- Elected Member of the Commission of University Life and Training (since 01/01/2012), re-elected in February 2016 and June 2018 following the resignation of the University President and the Board of Directors.
- Appointed to the Research and Pedagogical Harmonization Committees for aligning UPEC and Paris-Est Marne la Vallée University course offerings (2013-2015).
- Appointed to the DI-DIU Commission at UPEC (from 2012 to present).
- Appointed to the Pedagogical Innovation Commission (from 2012 to present).
- Appointed to the UPEC Training Dossier Evaluation Commission (from 2012 to present).
- Elected Member of the UPEC Scientific Council (2008-2009).
- Appointed to the UPEC Scientific Project Evaluation Commission (2008-2009).
- Appointed by the UPEC President to the UPEC Strategic Information Systems Committee (2007-2008).
- Elected Member of the Board of the Paris-Est Créteil School of Engineers (from 2016 to present).
- Elected Member of the IUT Créteil/Vitry Board (2012-2016).
- Invited Member of the IUT Créteil/Vitry Board (2000-2007).
- Elected in 2009 to the IUT Créteil/Vitry Scientific Committee.
- Mission Leader (from November 2009 to December 2012) for the development of the university center on the Vitry-sur-Seine site, in terms of teaching, research, and industrial partnerships.
- Project Leader for the creation of a new program in Engineering and Health Technology within the newly established engineering school, starting in September 2016 (CTI approval obtained in February 2016): program definition, pedagogical team, industry relations, CTI dossier, PIA dossier, etc.
- Vice-President of the Assembly of Heads of Department (ACD) for Networks and Telecommunications (2002-2006): This structure brings together department heads in our field. During my mandate, I co-led with the ACD president the revision of the National Pedagogical Program (PPN), the semesterization of our programs, and the implementation of professional bachelor’s programs with national coordination.
- Member of the National Pedagogical Commission under the Ministry of Higher Education (2005-2010).
Member of Journal Review Committees :
- Communications Magazine, IEEE
- Journal on Selected Areas in Communication (JSAC), IEEE
- Wireless Communications Magazine, IEEE
- Transactions on Parallel and Distributed Systems, IEEE
- Transactions on Vehicular Technology, IEEE
- Communications Letters, IEEE
- Transactions on Mobile Computing, IEEE
- Transactions on Computers, IEEE
- Computer Communications, Elsevier
- Transactions on Wireless Communications, IEEE
- Journal of Communications and Networks, KICS
- International Journal of Communication Systems, Wiley & Sons
Editorial Board Member as Associate Editor in Charge of a Theme:
- IEEE Communications Surveys and Tutorials, ISSN: 1553-877X, ranked 1st in the field, Eq. Nature, Q1, IF=33.4, IEEE Ed., Editor from 2018 to present.
- IEEE Transactions on Vehicular Technology, ISSN: 0018-9545, IEEE Ed., Q1, IF=6.1, Editor from 2024 to present.
- Journal of Network and Computer Applications, ISSN: 1084-8045, Elsevier Ed., Q1, IF=7.7, Editor from 2008 to 2018.
- IEEE Transactions on Parallel and Distributed Systems, ISSN: 1045-9219, IEEE Ed., Q1, IF=5.6, Editor from 2013 to 2015.
- IEEE Communication Letters, ISSN: 1089-7798, IEEE Ed., Q2, IF=3.7, Editor from 2018 to 2022.
- International Journal of Communication Systems, ISSN: 1074-5351, Wiley Ed., Q3, IF=1.7, Editor from 2008 to present.
- Wireless Communications and Mobile Computing, ISSN: 1530-8669, Wiley & Sons Ed., Q3, IF=2.146, Editor from 2012 to 2014.
- Security and Communication Networks, ISSN: 1939-0114, Wiley & Sons Ed., Q3, IF=1.968, Editor from 2007 to 2017.
- Annals of Telecommunications, ISSN: 0003-4347, Springer Ed./GET, Q3, IF=1.8, Editor from 2010 to 2014.
Guest Editor of A-Class Journals for Special Issues:
- Applied Sciences-Basel, MDPI Ed., Vol. 10 (Issue:16), (2020) (Q1, IF=2.5)
- Sensors, MDPI Ed., Vol. 20 (Issue: 9), (2020), (Q2, IF=3.4)
- Electronics, MDPI Ed., Vol. 10 (Issue: 15), (2021), (Q2, IF=2.6)
- Annals of Telecommunications, Springer Ed., Vol. 69 (Issues: 3-4), pp. 131-133, (2014) (Q3, IF=1.8)
- IEEE Communications Magazine, IEEE Ed., Vol. 45 (Issue: 2), pp. 65-66, (2007) (Q1, IF=8.3)
- International Journal of Parallel, Emergent and Distributed Systems (IJPEDS), Vol. 30, 2015
- International Journal of Distributed Sensor Networks, Hindawi Ed., Vol. 2013, 2013
- International Journal of Internet Protocol Technology, Inderscience Publishers, Vol. 7, No. 3, 2013
Organization of International Scientific Conference :
IEEE HPSR’2021 (High Performance Switching and Routing 2021), Paris, 7-9 June 2021, General Chair
IEEE GlobeCom’2019 – Signal Processing for Communications, 9-13 December 2019, Waikoloa, Hawai, USA, Technical Program Chair
IEEE ICC’2021, Montréal, 14-18 June 2021, Technical Program Chair for Workshops
IEEE GlobeCom’2018 – Next Generation Networking and Internet Symposium, Abu Dhabi, UAE, 9-13 December 2018, Technical Program Chair
IEEE ICC 2017, Paris, 21-25 May 2017, Technical Program Chair for Symposia
IEEE ICC’2016 – Next Generation Networking and Internet Symposium, Kuala Lumpur, Malaysia, 23-27 May 2016, Technical Program Chair
IEEE ICC’2014 – Communications Software, Services and Multimedia Applications Symposium, Sydney, Australia, 9-13 June 2014, Technical Program Chair
IEEE ICC’2012 – Communications Software, Services and Multimedia Applications Symposium, Ottawa, Canada, 5-9 June 2012, Technical Program Chair
IEEE ICC’2011 – Communications Software, Services and Multimedia Applications Symposium, Kyoto, Japan, 5-9 June 2011, Technical Program Chair
IEEE ICC’2009 – Wireless Networking Symposium, Dresden, Germany, 14-18 June 2009, Technical Program Chair
IEEE GlobeCom’2008 – Communications Software and Services Symposium, New Orleans, LA, USA, 1-4 December 2008, Technical Program Chair
IEEE/IFIP VTC – Mobile Networks, Applications and Services Track, Dresden, Germany, 2-5 June 2013, Technical Program Chair
13th International Conference on Wired/Wireless Internet Communications (WWIC 2015), Malaga, Spain, 25-27 May 2015, Co-General Chair
12th International Conference on Wired/Wireless Internet Communications (WWIC 2014), Paris, 26-28 May 2014, General Chair
11th International Conference on Wired/Wireless Internet Communications (WWIC 2013), Saint-Petersburg, Russia, 5-7 June 2013, Co-General Chair
12th Science and Information Conference (SAI 2014), London, UK, 27-29 August 2014, General Chair
ICST 5th International AdhocNets Conference (AdhocNets 2013), Barcelona, Spain, 16-17 October 2013, Technical Program Co-Chair
4th IEEE International Conference SaCoNeT, Paris, France, 17-19 June 2013, General Chair
7th IEEE International Conference SaCoNeT, El Oued, Algeria, 29-31 October 2018, General Chair
IEEE International Symposium on Programming and Systems (ISPS), Algiers, Algeria, 25-27 April 2011, Co-General Chair
IEEE International Workshop Towards Smart Communications and Network technologies applied on Autonomous Systems (SaCoNAS), Houston, USA, 6 December 2011, General Chair
15th IEEE Symposium on Computers and Communications (ISCC 2010), Italy, 22-25 June 2010, Keynote Co-Chair
IEEE ICIW’08 – International Conference on Internet and Web Applications, Greece, 8-13 June 2008, Co-General Chair
IEEE International Conference on Mobile Technology, Applications, and Systems, Taiwan, 10-12 September 2008, Co-General Chair
3rd IEEE ICAS’2007 – International Conference on Autonomic and Autonomous Systems, Greece, 19-25 June 2007, Co-General Chair
IEEE/ACS AICCSA – International Conference on Computer Systems and Applications, Jordan, 13-16 May 2007, Technical Program Chair
2nd IEEE ICSNC’2007 – International Conference on Systems and Networks Communications, France, 25-31 August 2007, General Chair
5th ACM International Workshop on Mobility Management and Wireless Access Protocols (MobiWac 2007), Greece, 22-26 October 2007, Proceedings Chair
IFAC INCOM’06 – Information Control Problems in Manufacturing, Intelligent Systems and Intelligent Information Processing Session, France, 17-19 May 2006, Co-General Chair
IEEE ICIW’06 – International Conference on Internet and Web Applications, France, 23-25 February 2006, Co-General Chair
Other Responsibilities
Research Networks International :
- Appointed since January 1, 2019, to the Scientific Council of the European organization IoT European Digital Innovation Hub. My role is to participate in the meetings of this body and contribute to structuring its research activities.
- Appointed as a French representative since April 1, 2018, to the Franco-Algerian evaluation commission, responsible for the disciplinary area of “Computer Engineering, Networks, and Telecommunications,” in charge of selecting university exchange programs under the Franco-Algerian ProfasB+ program. I handle 200 files annually.
- Appointed since February 1, 2019, to the Board of Directors of the public Spanish institute AIR at the University of Valladolid. My role is to provide external opinions on the institute’s management, attend two annual meetings, and produce scientific reports on the submitted files. I handle an average of 10 files annually.
- Appointed since January 1, 2020, to the Scientific Council of the Algerian Thematic Research Agency in Health Sciences (ATRSS), equivalent to the ANR in France. I am responsible for chairing the project evaluation committee for scientific projects submitted to the agency’s funded calls for projects.
- Invited speaker at the latest Global Forum for Artificial Intelligence (GFAI) held in Paris from October 28 to 30, 2019, which brought together 200 global experts.
- Appointed as a voting member of the IEEE Communication Society Conference Development Board from 2019 to 2020 (two-year term), responsible for strategy and development of all IEEE ComSoc conferences. The board meets 2-4 times a year.
- Appointed as a consultative member from 2016 to 2019 of the IEEE Communication Society Globecom/ICC Technical Content Committee (GITC), responsible for the development of the two flagship ComSoc conferences, ICC and GlobeCom. The committee meets 2-4 times a year.
- Elected President (from January 1, 2016), after serving as Vice President (since January 1, 2014) and Secretary Officer (from January 1, 2012 to December 31, 2013) of the IEEE Communications Switching and Routing International Scientific and Technical Committee. This committee brings together an international community from academia and industry working in the areas of switching and routing in networks.
- Elected President (from January 1, 2010, to December 31, 2011), after serving as Vice President (from January 1, 2008, to December 31, 2009), of the IEEE Communications Software International Scientific and Technical Committee. This committee brings together an international community from academia and industry working in the field of communicative software.
- Member of the European Research Network of Excellence (NoE) “X-Talk, X-layer multi-dimensional and adaptable network design of the Future Internet,” bringing together 14 European academic institutions (2008-2012).
National :
- Appointed from January 1, 2021, as Co-President, after serving as Vice President in charge of research and innovation (2017-2020) for the steering committee “Data Science and Artificial Intelligence” within the European Systematic competitiveness cluster. My role includes leading the steering committee of 25 members, supporting R&D project leaders within the cluster, and defining the strategic vision of the cluster, which includes establishing a roadmap as a reference framework for members and project leaders. The committee meets once a month and federates 1,200 institutions (academic and business). My various activities within this committee are diverse, including:
- Participating in the selection of research projects led by consortia for obtaining the cluster label.
- Serving as an expert within BPI France in project leader hearings.
- Organizing a series of thematic workshops throughout the year (once a month):
- Hub day (November 14, 2019, November 3, 2020, March 26, 2021) bringing together around 100 to 150 participants.
- Thematic workshops: For example, hybrid AI organized on February 5, 2020, with 30 participants; trustworthy AI on March 12, 2020; learning algorithms on April 23, 2020.
Collective Pedagogical Responsibilities Administrative Responsibilities :
Participation in Central Councils
- Elected member of the Academic Council of the University (since 2016).
- Elected member of the Training and University Life Commission (since January 1, 2012), re-elected in February 2016 and June 2018 following the resignation of the University President and the Academic Council.
- Appointed to the research and pedagogical harmonization commissions for harmonizing the training offer between UPEC and Paris-Est Marne-la-Vallée University. Period: 2013-2015.
- Appointed to the UPEC DI-DIU commission, period: 2012 to present.
- Appointed to the Pedagogical Innovation Commission, period: 2012 to present.
- Appointed to the UPEC training dossier expertise commission, period: 2012 to present.
- Elected member of the UPEC Scientific Council, period: 2008-2009.
- Appointed to the UPEC scientific project evaluation committee, 2008-2009.
- Appointed by the UPEC Presidency to the strategic committee of UPEC information systems, period: 2007-2008.
Direction of Components and Participation in Councils
- Elected member of the component council of the Paris-Est Créteil School of Engineering, period: since 2016-present.
- Elected member of the component council of the IUT Créteil/Vitry, period: 2012-2016.
- Invited member of the component council of the IUT Créteil/Vitry, period: 2000-2007.
- Elected in 2009 to the Scientific Committee of the IUT Créteil/Vitry.
Collective Responsibilities in Projects and Institutional Life :
Missions
- Mission Leader, from November 2009 to December 2012, at the University Presidency level for the development of the university campus in Vitry-sur-Seine across several aspects: teaching, research, and industrial partnership.
- Project leader for the establishment of a new program on Engineering and Technology in Health as part of the project to create a new component of an engineering school with a start in September 2016 (agreement obtained from the CTI in February 2016): definition of programs and the teaching team, enterprise relations, CTI file, PIA file, etc.
National or Regional Responsibilities and Mandates
Vice President of the Assembly of Department Heads (ACD) Networks and Telecommunications (2002-2006): This structure brings together all department heads in our field. During my term, I co-led with the ACD President the overhaul of the National Pedagogical Program (PPN), the semesterization of our programs, and the implementation of professional bachelor’s programs with a national framework.
Member of the National Pedagogical Commission attached to the Ministry of Higher Education. Period: 2005-2010.
Projects
Intersectoral University projects
- Intersectoral project as part of the AAP Universities during the first semester of 2020 under the “Teaching-Research Quality Bonus (BQ-ER)” with CHU Henri Mondor (APHP), focusing on the study of attentional audiences in university pedagogy through public brain-machine interfaces,
- Duration: 2020-2022.
- Intersectoral project as part of the AAP Universities during the second semester of 2020 under the “Teaching-Research Quality Bonus (BQ-ER)” with SAMU 94 and the emergency department of CHU Henri Mondor (APHP), focusing on the optimization of patient flow in emergency departments,
- Duration: 2020-2021.
- HiFlow Project (Health Impact of Pollution on emergent patients’ flow) as part of the 2021 AAP from the Fondation pour la Recherche Médicale (FRM) “Environment and Health,”
- Duration: 36 months.
National Research Project Leader – PNR :
- National Project under the national AAP FUI, PoQeMoN (Platform for Quality Service Evaluation of Mobile Networks):
- Duration 30 months (2014-2016),
- 9 members,
- Total budget: €2.5M.
- National Project OMEGA (Systematic Optimization of Ambulatory Care Continuity) under the 2020 AAP of the Health Data Hub and BPI:
- Duration 36 months,
- Budget: €150K.
- National Project under the AAP ANR RHU – Wave 5 – 2021 (University Hospital Research in Health):
- The project focuses on optimizing access times to thrombectomy in cases of acute-phase stroke;
- Total budget: €10M
- Classified but not financed
- National Project under the Economic Recovery Plan: 5GSovereign4Health – Sovereignty in Telecommunication Networks.
- Classified but not financed
- Project under the European AAP CELTIC+, NOTTS (Next Generation Over-the-Top Multimedia Services Technology):
- Duration 35 months (May 1, 2013, to March 31, 2016),
- 20 members from 6 countries,
- Total budget: €10.5M.
- Project under the European AAP CELTIC+, TILAS (Technology Improvement for Large Scale Smart Cities Deployment):
- Duration 34 months (2013-2015),
- Total budget: €7M.
- Project under the European AAP CELTIC+, IPNQSIS (IP Network Monitoring for Quality of Service Intelligent Support):
- Duration 31 months (2011-2013),
- Total budget: €6M.
- Project under the European AAP ITEA2, SEMbySEM (Services Management by SEMantic):
- Duration 30 months (2008-2010),
- Total budget: €7M.
- Project under the European AAP CELTIC+, HEALTH^5G (Emerging Network Technologies, Including the Next Generation Mobile Technology (5G), the Backbone of Future Healthcare):
- Duration 36 months (2024-2027),
- Budget: €10M.
- The project brings together 24 members from 8 countries.
- Classified but not financed
- Project under the European AAP Eurostars 2020, FORBATH (Forecasting the Microbial Water Quality in Urban Inland and Coastal Bathing Waters):
- Duration 36 months (2021-2024),
- Total budget: €2M,
- Consortium members: 6.
- Project under the European AAP H2020, MIRK (Microservices Resources Brokers):
- Duration 36 months (2024-2027),
- Budget: €600K.
- Classified but not financed
National Research Project Leader :
- Orange: Expertise support for supervising work on the study and development of adaptive algorithms for real-time interactive applications for mobile network Internet access, Duration: 2016-2019.
- AIRBUS: Expertise support for supervising work on the study and development of an intelligent decision support system self-regulated by Quality of Experience (QoE) focused on the application, Duration: 2020-2022.
- AIRBUS: Expertise support for supervising work on the study and development of a video surveillance system, Duration: 2024-2026.
International Research Project Leader :
- Project within the framework of the Institute of Research for Development (IRD), Sense-Sud – Innovative Sensors and IoT Telecommunication Networks for Environmental Surveillance in Southern Countries, 2018-2022, involving 26 partners from 4 countries (France, Cameroon, Vietnam, and Senegal).
- Project within the framework of AAP PRIMA SecRon 2 Call 2023: WEFE4SSPF – Implementing the Water–Energy–Food–Ecosystem Nexus Through Smart and Sustainable Poultry Farming for Climate Change Mitigation, Duration: 36 months (2023-2026); Budget: 700K€.
- Classified and not financed
- Project within the framework of AAP FondaRon PRIMA (March 2023): toOoOgether – Circular Farming with Poultry for Environmental and Economic Benefits,
- Duration: 36 months (2023-2026);
- Budget: 900K€.
- Classified and not financed
International Collaboration Project Leader :
Initiator and Leader of 4 international collaboration projects with the following institutions:
- University of Oran1, Algeria (2019 to present)
- Hanoi University of Science and Technology (HUST, Vietnam) (2020 to present)
- France-Algeria AI-RESPIR mixed research team project (2022 to present)
- University Putra Malaysia, Malaysia (2019 to present)
Supported PhD and Master
On going PhD Theses:
- Joshua Bègue, UPEC, 2022
- Abdelhak Heroucha, UPEC, 2023
- Rafik DERRADJI, UPEC, 2024
- Omayma RAJI, UPEC, 2024
Previous Phd Students :
- M. Khebbabhe, Univ. Biskra, 2024
- A. Djeachandrane, UPEC, 2023
- T. Chu, UPEC, 2023
- M. Almakhour, UPEC, 2023
- S. Nita, Univ. Biskra, 2023
- F. Mazreg, Univ. Biskra, 2023
- M. Naloufi, Univ. Biskra, 2022
- R. Benelmir, Univ. Biskra, 2022
- V. V. Tong, UPEC, 2021
- K. Benaissa, Univ. Biskra, 2020
- E. Benalia, Univ. Biskra, 2020
- F. Bannour, UPEC, 2019
- L. Amour, UPEC, 2018
- S. Zaidi, Univ. Biskra, 2018
- A. M. Senouci, UPEC, 2018
- K. Abdelali, UPEC, 2017
- M. S. Mushtaq, UPEC, 2015
- O. Soualah, UPEC, 2015
- M. R. Senouci, UPEC, 2014
- N. Sghaier, UPEC, 2013
- L. Bennaceur, UPEC, 2013
- S. Souihi, UPEC, 2013
- A. Kurien, UPEC, 2012
- H. A. Tran, UPEC, 2012
- M. Aissani, UPEC, 2011
- N. Ouferhat-Allou, UPEC, 2009
- S. Ziane, UPEC, 2007
- S. Hoceini, UPEC, 2004
Supported Master’s Program :
- S. Aroussi, ESI, 2014
- A. Mezghiche, ESI, 2015
- R. Saada, ESI, 2014
- M. S. Derki, ESI, 2016
- Meriem Korichi, University of Ouargla, 2017
Expertises
- Since January 1, 2020, I have been an expert affiliated with the Algerian MESRS and its Directorate General for Scientific Development and Technological Research (DGDSRT). My mission is to provide insights into the reforms and project calls financed by the DGDSRT.
- Expert within the Directorate General of Enterprises, SYSTEMATIC competitiveness cluster, responsible for evaluating R&D files of cluster members (3 files/month).
- Expert Evaluator since 2019 for the Quebec Research Fund (FRQNT): Rapporteur for 6 files in 2019 and 3 in 2020.
- Expert Evaluator for the French National Research Agency (ANR), VERSO, INFRA, and AAPG programs: Rapporteur for 13 files.
- Expert Evaluator for the HCERES since 2010: Review of about 20 files.
- Member of the National Experts Committee “Networks and Telecommunications” of the CNRS, 2009.
- Scientific Expert for the international agency: Qatar National Research Fund (4 files).
- Scientific Expert for the international agency: Czech Science Foundation (3 files).
- Scientific Expert for the international agency: Quebec Research Fund FRQNT (6 files).
- Expert for the Algerian DGRSDT (7 files) and Quebec Research Fund FRQNT (6 files).
- Expert for OSEO, BPI, and CNC for the evaluation of files in the context of calls for projects for incubating innovative young companies (12 files over the last 3 years).
- Rapporteur for the Thesis Award Jury (Club EEA, in 2013).
- Jury Member for the Val de Marne Departmental Council’s Thesis Prize since 2014 to present (6 theses to date).
- Expert for the evaluation of HDR files at the university level (11 files).
- External Expert for project calls from ParisTech and Télécom SudParis schools (8 files since 2014).
- Since January 1, 2019, appointed to the scientific council of the European body IoT European Digital Innovation Hub. My role includes participating in meetings and contributing to the structuring of research activities.
- Appointed member, 2018-2019, by the French side to the Franco-Algerian evaluation commission, responsible for the disciplinary sector “Computer Science, Networks, and Telecommunications”, in charge of selecting the university exchange program as part of the Franco-Algerian ProfasB+ program.
- Since February 1, 2019, appointed to the board of directors of the Spanish public institute AIR at the University of Valladolid. My role is to provide external advice on the institute’s management, participate in 2 annual meetings, and produce scientific reports on the files submitted to the institute (average of 10 files/year).
- Invited as a speaker at the last GFAI (Global Forum for Artificial Intelligence) held in Paris on October 28-30, 2019, which brought together 200 global experts.
- Appointed member from 2019 to 2020 (2-year mandate), with voting rights, on the IEEE Communication Society Conference Development Board, responsible for strategy and development of all IEEE ComSoc conferences (2 to 4 meetings/year).
- Appointed member from 2016 to 2019, with a consultative vote, on the IEEE Communication Society Globecom/ICC Technical Content Committee (GITC), responsible for developing the two flagship conferences of the ComSoc society, ICC and GlobeCom (2 to 4 meetings/year).
- Elected President (1/1/2016) after serving as elected Vice President (1/1/2014 to present) and a member of the Executive Committee (Secretary Officer from 1/1/2012 to 12/31/2013) of the IEEE Comm. Society Scientific and Technical Committee “Communications Switching and Routing”. This committee brings together an international academic and industrial community working in the fields of switching and routing in networks, with activities throughout the year.
- Elected President (1/1/2010 to 12/31/2011), after serving as elected Vice President (1/1/2008 to 12/31/2009), of the IEEE Communications Society’s Scientific and Technical International Committee “Communications Software”. This committee brings together an international academic and industrial community working in the field of communicative software, with activities throughout the year.
- Member of the European Research Network of Excellence (NoE) “X-Talk, X-layer multi-dimensional and adaptable network design of the Future Internet”, which brings together 14 European academic institutions (2008-2012).
Book chapters
Book Chapters – First Author :
Book Chapters (Collection of Communications) (Some included in the reference collection Springer Lecture Notes in Computer Science (LNCS)):
- A. Mellouk, S. Hoceini, S. Larynouna, Improvements Probabilities in State Dependent Routing for Dynamic Irregular Traffic’s Network, in Lecture Series on Computer and Computational Sciences, Lsccs 8, VSP-Brill Ed., ISSN: 1573-4196, Vol. 8, pp. 171-184, 2007.
- A. Mellouk, S. Hoceini, A Reinforcement Learning Approach for QoS Based Routing Packets in Integrated Service Web Based Systems, in Lecture Notes in Artificial Intelligence, LNAI 3528, Springer-Heidelberg GmbH, ISSN: 0302-9743, Vol. 3528, pp. 299-305, 2005.
Other International Book Chapters:
- A. Mellouk, Inductive Approaches based on Trial/Error Paradigm for Communication Networks, in Reinforcement Learning: Theory and Applications, I-TECH Ed., (C. Weber, M. Elshaw, N.M. Mayer Eds), pp. 325-358, 2008.
- A. Mellouk, Dynamic Routing Quality of Service Approaches for Internet’s Irregular Traffic, in Encyclopedia of Multimedia Technology and Networking, Idea Group Reference Publications, (M. Freire & M. Pereira Eds.), pp. 7-25, 2007.
Invited International Book Chapters:
- A. Mellouk, A. Cuadra-Sanchez, Challenges for Quality of Experience Engineering for Added Value Services, Wiley Ed./ISTE Book “Quality of Experience Engineering for Customer Added Value Services: From Evaluation to Monitoring”, A. Mellouk and A. Cuadra-Sanchez Ed., ISBN: 978-1-84821-672-3, Chapter 1, pp. 1-10, 2014.
- A. Mellouk, Wireless Networks Inductive Routing Based on Reinforcement Learning Paradigms, in Advances in Reinforcement Learning, INTECH Ed., ISBN: 978-953-307-369-9, Chapter 1, pp. 1-22, 2011.3.A. Mellouk, Challenges for End-to-End Quality of Service over Heterogeneous Networks, in End-to-End Quality of Service Engineering in Next Generation Heterogeneous Networks, Wiley/ISTE Publishing Knowledge, pp. 1-19, 2008.
Invited National Book Chapters:
- A. Mellouk, Introduction to Quality of Service Control Mechanisms, in Quality of Service Control Mechanisms: Real-Time and Multimedia Applications, (Abdelhamid Mellouk Ed.), HERMES Science Publications, pp. 17-20, March 2007.
- A. Mellouk, S. Hoceini, QoS-Integrated Routing, in Quality of Service Control Mechanisms: Real-Time and Multimedia Applications, (Abdelhamid Mellouk Ed.), HERMES Science Publications, pp. 89-115, March 2007.
Book Chapters :
Book Chapters (Collection of Communications) (Some included in the reference collection Springer Lecture Notes in Computer Science (LNCS)):
- M. Almakhour, L. Sliman, A. Samhat, A. Mellouk, On the Verification of Smart Contracts: A Systematic Review, in Springer: Blockchain – ICBC 2020, Held as Part of the Services Conference Federation, SCF 2020, Lecture Notes in Computer Science, vol. 12404, Honolulu, HI, USA, September 18-20, 2020, pp. 94-107, doi:10.1007/978-3-030-59638-5_7.
- S. Souihi, M. Souidi, A. Mellouk, An Adaptive QoE-Based Network Interface Selection for Multi-homed eHealth Devices, in Springer Lecture Notes of the Institute for Computer Sciences (LNICS), Social Informatics and Telecommunications Engineering, vol. 169, pp. 437-442, 2015 (from Internet of Things. IoT Infrastructures (IoT360), Rome, Italy, October 27-29, 2015).
- L. Amour, S. Souihi, S. Hoceini, A. Mellouk, A Hierarchical Classification Model of QoE Influence Factors, in Springer LNCS, vol. 9071, pp. 225-238, 2015 (from IFIP Wired and Wireless Internet Communications (WWIC 2015), Malaga, Spain, May 25-27, 2015).
- S. Bitam, A. Mellouk, Cloud Computing-based Message Dissemination Protocol for Vehicular Ad Hoc Networks, in Springer LNCS, vol. 9071, pp. 32-45, 2015 (from IFIP Wired and Wireless Internet Communications (WWIC 2015), Malaga, Spain, May 25-27, 2015).
- M. R. Senouci, A. Mellouk, L. Oukhellou, A. Aissani, Using the Belief Functions Theory to Deploy Static Wireless Sensor Networks, in Springer Lecture Notes in Advances in Intelligent and Soft Computing – Belief Functions: Theory and Applications, Springer LNAI Vol. 164, pp. 425-432, 2012 (from 2nd Int. Conf. on Belief Functions, Compiègne, France, May 9-11, 2012).
- H. A. Tran, A. Mellouk, S. Hoceini, User to User QoE Routing System, in Springer LNCS, vol. 6649, pp. 362-373, 2011 (from 9th IFIP International Conference on Wired/Wireless Internet Communications (WWIC 2011), Barcelona, Spain, June 15-17, 2011).
- H. A. Tran, A. Mellouk, S. Hoceini, QoE Model Driven for Network Services, in Springer LNCS, vol. 6074, pp. 264-277, 2010 (from IFIP 8th International Conference on Wired/Wireless Internet Communications (WWIC 2010), Sweden, June 1-3, 2010).
- M. Bourennane, D. Benhamamouche, A. Mellouk, Multi-agent Learning and Control Using Ants Colony for Packets Scheduling in Routers, in LNCS 4773, Springer LNCS, ISSN: 0302-9743, vol. 4773, pp. 583-586, 2007.
- S. Hoceini, A. Mellouk, Y. Amirat, K-Shortest Paths Q-Routing: A New QoS Routing Algorithm in Telecommunication Networks, in Lecture Notes in Computer Science, LNCS 3421, Springer Ed., ISSN: 0302-9743, vol. 3421, pp. 164-172, 2005.
- S. Hoceini, A. Mellouk, Y. Amirat, Neural Net Based Approach for Adaptive Routing Policy in Telecommunication Networks, in Lecture Notes in Computer Science, LNCS 3079, Springer Ed., ISSN: 0302-9743, vol. 3079, pp. 360-368, 2004.
Other Book Chapters:
- Invited International Book Chapters:
- M. Bourennane, A. Mellouk, Inductive Approaches for Packet Scheduling in Communication Networks, in Wiley Ed./ISTE Book “Real-time Systems Scheduling”, M. Chetto Ed., ISBN: 9781848217898, Chapter 5, pp. 151-189, 2014.
- S. Mushtaq, B. Augustin, A. Mellouk, QoE Approaches for Adaptive Transport of Video Streaming Media, in Wiley Ed./ISTE Book “Quality of Experience Engineering for Customer Added Value Services: From Evaluation to Monitoring”, A. Mellouk and A. Cuadra-Sanchez Ed., ISBN: 978-1-84821-672-3, Chapter 8, pp. 151-170, 2014.
- A. Cuadra-Sanchez et al., An Ecosystem for Customer Experience Management, in Wiley-ISTE Book “Quality of Experience Engineering for Customer Added Value Services: From Evaluation to Monitoring”, A. Mellouk & A. Cuadra-Sanchez Ed., ISBN: 978-1-84821-672-3, Chapter 2, pp. 11-30, 2014.
- H. A. Tran, A. Mellouk, S. Hoceini, QoE-based Routing for Content Distribution Network Architecture, in Book “Media Networks: Architectures, Applications and Standards”, CRC Press, ISBN: 978-1-4398-7728-9, Chapter 13, pp. 256-271, 2012.
- N. Chebira, A. Mellouk, M. Kurosh, S. Hoceini, Neural Machine Learning Approaches: Q-Learning and Complexity Estimation Based Information Processing System, in “Machine Learning”, I-TECH Ed., pp. 7-44, 2009.
- S. Fowler, S. Zeadally, A. Mellouk, Quality of Service Support for MPLS-based Wired-Wireless Domains, in “End-to-End Quality of Service Engineering in Next Generation Heterogeneous Networks”, Wiley/ISTE Publishing Knowledge, pp. 309-346, 2008.
- S. Hoceini, A. Mellouk, QoS-Based Adaptive Approaches, in “End-to-End Quality of Service Engineering in Next Generation Heterogeneous Networks”, Wiley/ISTE Publishing Knowledge, pp. 93-114, 2008.
- Invited National Book Chapters:
- S. Ziane, A. Mellouk, Routing in Ad Hoc Networks for Quality of Service Assurance, in “Quality of Service Control Mechanisms: Real-time and Multimedia Applications”, (Abdelhamid Mellouk Ed.), HERMES Science Publications, pp. 155-175, March 2007.
Books
Monographs :
Van Van Tong, Sami Souihi Hai-Anh Tran and Abdelhamid Mellouk, Troubleshooting for Network Operators: The Road to a New Paradigm with Encrypted Traffic, Wiley Ed./ ISTE Publishing Knowledge, ISBN : 9781786308672, 184 p, 2023.
F. Bannour, S. Souihi et A. Mellouk, Software-Defined Networking, Extending SDN Control to Large Scale Networks, Wiley Ed./ ISTE Publishing Knowledge, ISBN : 9781786308481, 170 p, 2022.
L. Benarous, S. Bitam et A. Mellouk, Security in Vehicular Networks, Focus on Location and Identity Privacy, Wiley Ed./ ISTE Publishing Knowledge, ISBN : 9781786308498, 262 p, 2022.
M. Sajid Mushtaq, A. Mellouk, Quality of Experience Paradigm in Multimedia Services Application to OTT Video Streaming and VoIP Services, Elsevier Ed./ ISTE Publishing Knowledge, ISBN : 9781785481093, (200 pages), 2017.
M. R. Senouci, A. Mellouk, Deploying Wireless Sensor Networks: Theory and Practice, Elsevier Ed./ ISTE Publishing Knowledge, ISBN: 9781785480997, (158 pages), 2016.
S. Aroussi, A. Mellouk, Méta-Routage orienté Qualité d’Expérience dans le cadre des Réseaux de Distribution de Contenus Vidéo, Ed. Universitaire Européennes, ISBN : 978-3-8416-6444-0, (140 pages), 2015.
S. Bitam, A. Mellouk, Bio-Inspired Vehicular AdHoc Network Routing, Wiley Ed./ISTE Publishing Knowledge, ISBN: 9781848216631, (160 pages), 2014.
S. Fowler, A. Mellouk, N. Yamada, LTE/LTE-Advanced DRX Mechanism for Power Saving, Wiley Ed./ISTE Publishing Knowledge, ISBN: 9781848215320, (128 pages), 2013.
A. Mellouk, S. Hoceini, H. A. Tran, Quality of Experience for Multimedia, Wiley Ed./ISTE Publishing Knowledge, ISBN: 9781848215634, (176 pages), 2013.
Multi-authors Books :
A. Mellouk, A. Cuadra Sanchez (Spain), Quality of Experience Engineering for Customer Added Value Services: From Evaluation to Monitoring, Wiley Ed./ISTE Publishing Knowledge, 12 Chapters (288 pages), ISBN: 9781848216723, 2014.
A. Mellouk, Advances in Reinforcement Learning, TECH Education and Publishing Ed., Free access (www.intechopen.com), Downloaded 54,972 times, ISBN: 978-953-307-369-9, 22 Chapters (482 pages), 2011.
A. Mellouk, A. Chebira (France), Machine Learning, I-TECH Education and Publishing Ed., Free access (www.intechopen.com), Downloaded 107,009 times, ISBN: 978-953-7619-56-1, 20 Chapters (450 pages), 2009.
A. Mellouk, End-to-End Quality of Service Engineering in Next Generation Heterogeneous Networks, Wiley Ed./ISTE Publishing Knowledge, 17 Chapters (480 pages), ISBN: 978-1-84821-061-5, 2008.
A. Mellouk, Quality of Service Control Mechanisms: Real-time and Multimedia Applications, IC2 Treatise, “Signal and Image Processing” Collection, Hermes Science Publications, ISBN: 978-2-7462-1488-0, 10 Chapters (320 pages), 2007.
Conference Proceedings Collections :
A. Mellouk (France), S. Fowler (Sweden), S. Hoceini (France), B. Daachi (France), Wired/Wireless Internet Communications, Springer Ed., Lecture Notes in Computer Science, Vol. 8458, 2014.
A. Mellouk (France), M. H. Sherif (USA), J. Li (China), P. Bellavista (Italy), Adhoc Networks, Springer Ed., Lecture Notes of the ICST, Vol. 129, 2013.
Collections of communications :
- Tsaoussidis (Greece), A.J. Kassler (Sweden), Y. Koucheryavy (Finland), A. Mellouk (France), Wired/Wireless Internet Communications, Springer Ed., Lecture Notes in Computer Science, Vol. 7889, Subseries: Computer Communication Networks and Telecommunications, Springer Ed., 2013.
Special issues of scientific journals :
- S.Souihi, S. Bitam, A. Mellouk, T. Abreu, S. Hoceini, S. Fowler , S. Medileh, S. De, A. Shami, Smart communications for autonomous systems in network technologies 2020. Special Issue of International Journal of Communication Systems, Wiley Ed., 33(10) (2020).
- X.Masip (Espagne), A. Mellouk (France), S. Testa, E. Marín-Tordera (Espagne), G. Ren (Portugal), S. Hoceini (France), Smart Communications in Network Technologies, Special Issue of International Journal of Parallel, Emergent and Distributed Systems (IJPEDS) (Issued from SaCoNeT 2014), Vol. 30, 2015.
- Kamel (SA), S. Fowler (Sweden), A. Mellouk (France), Xavi Masip-Bruin (Spain), S. Mohammed (France), High Performance Autonomous Networks, Special Issue of Int. J. Internet Protocol Technology (Inderscience Publishers), Vol. 7, No. 3, 2013.
- Y.Amirat (France), A. Mellouk (France), N. Hagita (Japan), D. Song (USA), Ubiquitous Networks Robots, Special Issue of Annals of Telecommunications, Springer Ed., Volume 67 (7-8), 2012.
- A. Mellouk (France), M. R. Senouci (Algeria), N. Nasser (KSA), H. A. Tran (Vietnam), Deployment and Control of Wireless Sensor Networks, Special Issue of Sensors, MDPI Ed., Vol. 20, 2020.
- A. Mellouk (France), L. Oukhellou (France), L. Shu (China), G. Shafer (USA), Belief Functions in Networks and Telecommunications, Special Issue of Annals of Telecommunications, Springer Ed., Vol. 69, 2014.
- G. Han (China), L. Shu (China), A.K. Pathan (Malaysia), J. Rodrigues (Portugal), A. Mellouk (France), Wireless Sensor Networks based on Environmental Energy Harvesting, Special Issue of International Journal of Distributed Sensor Networks (Hindawi Ed.), Vol. 2013, 2013.
- A. Mellouk (France), S. Zeadally (USA), P. Mueller (Switzerland), End-to-End QoE/QoS Engineering in Next Generation Heterogeneous Networks, Special Issue of Annals of Telecommunications (Springer Ed.), November 2008.
- A. Mellouk (France), P. Lorenz (France), A. Boukerche (Canada), H. H. Tran (South Korea), Quality of Service based Routing Algorithms for Heterogeneous Networks, Special Issue of IEEE Communications Magazine (IEEE Ed.), February 2007.
Journals
- Y. Douga, Y. H. Aoul, M. Bourenane, A. Mellouk, Adaptive video streaming solution based on multi-access edge computing advantages. Multimedia Tools and Applications, Springer Ed., 83(20): 58009-58028 (2024) (Q2, IF=3)
- V. Tong, S. Souihi, H. A. Tran, A. Mellouk, Troubleshooting solution for traffic congestion control, Journal of Network And Computer Applications (JNCA), Elsevier Ed., 229: 103923 (2024) (Q1, IF=7,7)
- J. Bégue, M. A. Labiod, A. Mellouk “New Approach for an Affective Computing-Driven Quality of Experience (QoE) Prediction”. IEEE Communications Magazine, IEEE Ed., 61(10): 54-60 (2023), (2023) (Q1, IF=8,3).
- H. A. Tran, D. Tran, A. Mellouk, “State-Dependent Multi-Constraint Topology Configuration for Software-Defined Service Overlay Networks”. IEEE/ACM Transactions on Networks, IEEE/ACM Ed., 30(5): 1986-2001 (2022) (Q1, IF=3,00)
- M. Heidet, K. Tazarourte, É. Mermet, J. Freyssenge, A. Mellouk, M. Khellaf, É. Lecarpentier, Accessibility to Urgent Care: Complex Determinants, the Need for Innovative Solutions, Annales Françaises de Médecine d’Urgence, Lavoisier Ed., Vol. 12, n°5, pp. 302-312, 2022 (Q4, IF=0,1).
L. Benarous, S. Bitam, A. Mellouk: CSLPPS: Concerted Silence-Based Location Privacy Preserving Scheme for Internet of Vehicles. IEEE Transactions on Vehicular Technology, IEEE Ed., 70(7): 7153-7160 (2021) (Q1, IF=6,1)
M. A. Senouci, S. Hoceini, H. Senouci, M. Réda Senouci, N. Ferdosian, A. Mellouk, “Flow/Interface Association for Multi-connectivity in Heterogeneous Wireless Networks: e-Health case”, Ad Hoc Networks, Elsevier Ed., vol. 94, (2019), (Q1, IF=4.4)
- H. A. Tran, Q. D. Tran, L. G. Nguyen, H. Mac, V. Tong, A. Mellouk, “SHIOT: A novel SDN-based framework for the heterogeneous Internet of Things”, INFORMATICA-Journal of Computing and Informatics, 42(3) : 313-323, (2018) (Q4, IF=0.20)
- F. Bannour, S. Souihi, A. Mellouk, “SDN Distributed Control: Survey, Taxonomy and Challenges”, IEEE Communications Surveys and Tutorials (CST), IEEE Ed., 20(1): 333-354, (2018), (Q1, IF=33.4) (CA)
M. Réda Senouci, A. Mellouk, L. Oukhellou, A. Aissani, “WSNs deployment framework based on the theory of belief functions”, Computer Networks, Elsevier Ed., Volume 88, 9, pp. 12–26, (2015), (Q1, IF=4,4) (CA)
- S. Bitam, A. Mellouk, S. Zeadally, “VANET-Cloud: Cloud Computing for Vehicular Ad-Hoc Networks”, IEEE Wireless Communications, IEEE Ed., (Vol. 22, Issue:1), pp. 96-102, (2015), (Q1, IF=10.9)
- M. Réda. Senouci, A. Mellouk, K. Assnoune, F. Bouhidel, “Movement-assisted Sensor Deployment Algorithms: a Survey and Taxonomy”, IEEE Communications Surveys and Tutorials, IEEE Ed., Vol. 17, Issue: 4, pp. 2493-2510, (2015). (Q1, IF=34.4)
- X. Masip, A. Mellouk, S. Testa, E. Marín-Tordera, G. Ren, S. Hoceini, “Foreword, Smart Communications in Network Technologies”. International Journal of Parallel Emergent and Distributed Systems, Taylor & Francis Ltd Ed., Vol. 30(6), pp. 426-427, (2015) (Q4, IF=0.6).
- S. Bitam, A. Mellouk, S. Zeadally, “Bio-Inspired Routing Algorithms Survey for Vehicular Ad-hoc Networks”, IEEE Communications Surveys and Tutorials, IEEE Ed., Vol. 17, Issue: 2, pp. 843-867, (2015) (Q1, IF=34.4)
- M. R. Senouci, A. Mellouk, K. Assnoune, “A Localized Movement-Assisted Sensor Deployment Algorithm for Hole Detection and Healing”, IEEE Transactions on Parallel and Distributed Systems, IEEE Ed., Vol. 25, n°5, pp. 1267-1277, (2014) (Q1, IF=5.6)
H. A. Tran, S. Hoceini, A. Mellouk, J. Perez, S. Zeadally, “QoE-based Server Selection for Content Distribution Networks”, IEEE Transactions on Computers, IEEE Ed., vol. 63, n° 11, pp. 2803-2815, (2014) (Q2, IF=3.2)
- M. R. Senouci, A. Mellouk, A. Aissani, “Random Deployment of Wireless Sensor Networks”, Inderscience International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), Inderscience Ed., 15(1/2/3), pp. 133-146, (2014). (Q4, IF=0.7)
- A. Mellouk, L. Oukhellou, L. Shu, G. Shafer, “Belief functions and uncertainty management in networks and telecommunication”. Annals of Telecommunications, Springer Ed., Vol. 69 (3-4), pp. 131-133, (2014) (Q3, IF=1.8) (CA)
- A. Mellouk, S. Hoceini, S. Zeadally, “A State-Dependent Time Evolving Multi-Constraint Routing Algorithm”, ACM Transactions on Autonomous and Adaptive Systems, ACM Ed., vol. 8, no. 1, pp. 1-21, (2013) (Q2, IF=2.2) (CA).
- A. Mellouk, S. Hoceini, S. Zeadally, “A Bio-Inspired Quality of Service (QoS) Routing Algorithm”, IEEE Communications Letters, IEEE Ed., vol. 15, no. 9, pp. 1016-1018, (2011). (Q2, IF=3.7). (CA)
Conferences
- M.Chelghoum, G. Bendiab, M. A. Labiod, M. Benmohammed, S. Shiaeles, A. Mellouk: Blockchain and AI for Collaborative Intrusion Detection in 6G-enabled IoT Networks. IEEE HPSR 2024: 179-184
- A.Dahane, R. Benameur, M. Naloufi, S. Souihi, T. Abreu, F. S. Lucas, A. Mellouk: IoT Urban River Water Quality System Using Federated Learning via Knowledge Distillation. IEEE ICC 2024: 1515-1520
- R.Benameur, A. Dahane, S. Souihi, A. Mellouk: A Novel Federated Learning Based Intrusion Detection System for IoT Networks. IEEE ICC 2024: 2402-2407
- M.D.Nguyen, V. V. Tong, S. Souihi, A. Mellouk, « Fully-Decentralized Federated Learning for QoE Estimation”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- J.Begue, M. A. Labiod, A. Mellouk, “A Multi-Task Approach for Real-Time Quality of Experience Factors Prediction from Physiological Data”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- C. Duong, T. T. Nguyen, T.N. Hoang, V. V. Tong, H. A. Tran, G. N. Linh, A. Mellouk, T. X. Tran, “Server and Route Selection Optimization for Knowledge-defined Distributed Network Based on Gambling Theory and LSTM Neural Networks”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- T. Nguyen, N. V. Hoang, T. Pham, T. N. Hoang, V. V. Tong, H. A. Tran, G. N. Linh, A. Mellouk, T. X. Tran, “Multi Service-Oriented Routing Mechanism for Heterogeneous Multi-Domain Software-Defined Networking”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- M.Almakhour, L. Sliman, A. E. Samhat, B. A. Salem, A. Mellouk, “VNFO-DCSC: A Novel Secure End-to-End NFV Marketplace Using Dynamic Composite Smart Contracts”, IEEE GlobeCom 2023, 4–8 December 2023, Malaysia.
- T. Chu, M. A. Labiod, B. Augustin, A Mellouk, GADaM on the road – Smart Approach to Multi-Access Networks: Analytical and Practical Evaluation in Various Urban Mobile Environments In: IEEE WCNC 2023-IEEE Wireless Communications and Networking Conference. IEEE, 2023 Glasgow.
- A.Dahane, R. Benameur, K. Abainia, D. Benatta, S. Meneceur, C. Brakna, A. Bouamar, G. Belalem, A. Snouber, A. Mellouk: An Innovative Low-cost IoT-Based Asthma Exacerbation Prediction System Using Federated Learning. IAM 2023: 12-20
- R.Benelmir, S. Bitam, A. Mellouk, “Deep Learning-Based Beam Pair Angle Prediction for Beyond 5G Millimeter-Wave Vehicular communication”, IEEE GlobeCom 2022, 4–8 December 2022, Brazil, pp. 401-407.
- A.Djeachandrane, S. Hoceini, S. Delmas, J-M. Duquerrois, A. Dubois, A. Mellouk, “Deep RL-based Abnormal Behavior Detection and Prevention in Network Video Surveillance”. IEEE GlobeCom 2022, 4–8 December 2022, Brazil, pp. 3635-3640.
- A.Djeachandrane, S. Hoceini, S. Delmas, J-M. Duquerrois, A. Mellouk, “QoE-based Situational Awareness-Centric Decision Support for Network Video Surveillance” IEEE ICC 2022, 16–20 May 2022, South Korea, pp.335-340.
- T. Chu, M. A. Labiod, H. A. Tran, A. Mellouk: “GADaM: Generic Adaptive Deep-learning-based Multipath Scheduler Selector for Dynamic Heterogeneous Environment”. IEEE ICC 2022, 16–20 May 2022, South Korea, pp. 4908-4913.
- B. Diakhate, T. T. Chu, M. A. Labiod, B. Augustin, H. A. Tran, A. Mellouk, “Experimental Evaluation of Multiple Multipath Schedulers over Various Urban Mobile Environments”, the 11th SoICT 2022, Hanoi, Vietnam, Dec 1-3, 2022, pp. 201-207.
- Rachid Zeghlache , M.A. Labiod, A. Mellouk, “Driver vigilance estimation with Bayesian LSTM Auto-encoder and XGBoost using EEG/EOG data”, 6th IFAC Symposium on Telematics Applications (TA), Aug 2022, pp. 89-94, 2022
- V.Tong, S. Souihi, H. A. Tran, A. Mellouk, “Machine Learning based Root Cause Analysis for SDN Network”, IEEE GlobeCom 2021, 7–11 December 2021, Madrid, Spain, 2021, pp. 1-6.
- R.Benelmir, S. Bitam, A. Mellouk, “Simulated annealing-based beam management for 5G vehicular networks”. IEEE 13th HPSR 2021, 7–10 June 2021, Paris, France, 2021, pp. 1-7.
- R.Almakhour, A. Wehby, L. Sliman, A. E. Samhat, A. Mellouk, “Smart Contract Based Solution for Secure Distributed SDN”. 11th IFIP International Conference on New Technologies, Mobility & Security (NTMS), 19-21 April 2021 – Paris, France, 2021, pp. 1-6.
- H.A. Tran, T. T. Nguyen, S. Souihi, A. Mellouk, “Towards a Novel Congestion Notification Algorithm for a Software-Defined Data Center Networks”, IFIP/IEEE IM 2021 (International Symposium on Integrated Network Management), 17-21 May 2021, Bordeaux, France, Virtual, 2021, pp: 99-106.
- H. Le, H. A. Tran, A. Mellouk, “An AI-based Traffic Matrix Prediction Solution for Software-Defined Network”, IEEE International Conference on Communications (ICC 2021), Montreal, Canada, June 14-21, Virtual, 2021, pp. 1-7
- Abdallah Ouhab, T. Abreu, H. Slimani, A. Mellouk, “Energy-efficient clustering and routing algorithm for large-scale SDN-based IoT monitoring”, IEEE International Conference on Communications (ICC 2020), Dublin, Ireland, June 7-11, 2020, pp. 1-7.
- V.Tong, S. Souihi, H. N. Tran, A. Mellouk, “Service-centric Segment Routing Mechanism using Reinforcement Learning for Encrypted Traffic”. IEEE/IFIP 16th International Conference on Network and Service Management, 2-6 November 2020 // Virtual Conference, CNSM 2020 (Izmir): pp. 1-5
- K.Benaissa, S. Bitam, A. Mellouk, “In-Vehicle Computing-based BSM Reuse Model”. IEEE GLOBECOM 2020, 8–10 December 2020, (Taipei, Taiwan), 7-11 December 2020 // Virtual, 2020 : pp. 1-6
- M.Almakhour, L. Sliman, A. E. Samhat, A. Mellouk, “On the Verification of Smart Contracts: A Systematic Review”. IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2020), 2-6 May 2020 // Virtual Conference, 2020: 94-107
- R.Benelmir, S. Bitam, A. Mellouk, “An efficient autonomous vehicle navigation scheme based on LiDAR sensor in vehicular network”. The 45th Annual IEEE Conference on Local Computer Networks (LCN 2020), Sydney, Australia, Virtual Conference, 2020.
- R.Bensalem, D. E. Boubiche, F. Zhou, A. Rachedi, A. Mellouk, “Impact of Mobility Models on Energy Consumption in Unmanned Aerial Ad-Hoc Network”. The 45th Annual IEEE Conference on Local Computer Networks (LCN 2020), Sydney, Australia, Virtual Conference, 2020
- F.Bannour, S. Souihi, A. Mellouk, “Adaptive Quorum-inspired SLA-Aware Consistency for Distributed SDN Controllers”. IEEE/IFIP 15th International Conference on Network and Service Management (CNSM 2019), 21-25 October, 2019, Halifax, Canada, pp. 1-7
- LAmour, V. Tang, S. Souihi, H. A. Tran, A. Mellouk, “Secure Routing in Cluster-Based Wireless Sensor Networks”. IEEE International Conference on Global Communications (GlobeCom), Hawaii, USA, December 9–13, 2019, pp: 1-6,
- M.A.Abdelkrim Senouci, A. Mellouk, “Flow/Interface Association for Multi-interface Mobile Terminals: e-Health case proposal”. IFIP/IEEE Integrated Network Management (IM 2019). Washington DC, USA, 8-12 April 2019, pp: 1-7.
- K. BenBraika, S. Bitam, A. Mellouk, “Joint resource allocation and power control based on Bee Life Algorithm for D2D Communication”. IEEE Wireless Communication and Networking Conference (WCNC’19), Marrakech, Morroco, April 15-18, 2019, pp: 1-6.
- S.Nita, Salim Bitam, A. Mellouk, “A Body Area Network for Ubiquitous Driver Stress Monitoring based on ECG Signal”, IEEE International Conference on Wireless and Mobile Computing (WiMOB 2019), Barcelona, Spain, October 21-23, 2019, pp: 1-6.
- F.Mezrag, S. Bitam, A. Mellouk, “IDSP: A New Identity-Based Security Protocol for Cluster-Based Wireless Sensor Networks”. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2019), Istanbul, Turkey, September 8-11, 2019, pp: 1-6
- T.Chu, V. Tong, H. A. Tran, S. Souihi, D. Q. Tran, A. Mellouk, “NextLab: A new hybrid testbed and development platform for Software-defined Networking”. 10th International Symposium on Information and Communication technology (SoICT 2019), Ha Noi, Vietnam, Dec 4-6, 2019, pp: 186-190.
- K.Benchaira, S. Bitam, A. Mellouk, A. Tahri, R. Okbi, AfibPred: “A Novel Atrial Fibrillation Prediction Approach based on Short Single-Lead ECG Using Deep Transfer Knowledge”. BDIoT 2019: 26:1-26:6
- V.Tong, H. A. Tran, S. Souihi, A. Mellouk, “Empirical Study for Dynamic Adaptive Video Streaming Service Based on Google Transport QUIC Protocol”, 43rd Annual IEEE Conference on Local Computer Networks (LCN’18), Chicago, October 1-4, 2018, pp: 1-6.
- K.Benaissa, S. Bitam, A. Mellouk, “Context-based BSM Aggregation for Broad-Scale Applications in Vehicular Networks”, 43rd Annual IEEE Conference on Local Computer Networks (LCN’18), Chicago, October 1-4, 2018, pp: 1-6.
- S.Nita, Salim Bitam, A. Mellouk, “An Enhanced Random Forest for Cardiac Diseases Identification based on ECG signal”, IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2018), Limassol, Greece, June 25-29, 2018, pp: 1-8.
- T.T.M.Nguyen, D. Son, V. Tong, D. Tran, H. A. Tran, A. Mellouk, “Mining Frequent Patterns for Scalable and Accurate Malware Detection System in Android”, IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC 2018), Bologne, Italy, September 9-12 2018, pp: 1-7.
- F.Bannour, S. Souihi, A. Mellouk, “Adaptive State Consistency for Distributed ONOS Controllers”, IEEE International Conference on Global Communications (GlobeCom 2018), Abu Dhabi, December 9–13, 2018, pp: 1-6.
- V.Tong, H. A. Tran, S. Souihi, A. Mellouk, “A novel QUIC traffic Classifier based on Convolutional Neural Networks”, IEEE International Conference on Global Communications (GlobeCom 2018), Abu Dhabi, December 9–13, 2018, pp: 1-6.
- L.Amour, M. I. Boulabiar, S. Souihi, A. Mellouk, An improved QoE estimation method based on QoS and affective computing, IEEE International Symposium on Programming and Systems (ISPS 2018), Algiers, Algeria, April 24-26, 2018, pp:1-6.
- L.Amour, S. Mushtaq, S. Souihi, A. Mellouk, QoE-based Framework to Optimize User Perceived Video Quality, 42nd Annual IEEE Conference on Local Computer Networks (LCN 2017), Singapore, October 9-12, 2017, pp: 1-6.
- K.Benaissa, S. Bitam, A. Mellouk, Efficient Messages Broadcasting Within Vehicular Safety Applications, IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC 2017), Montreal, Canada, 08-13 October, 2017, pp: 1-6.
- J.Bennaceur, S. Souihi, H. Idoudi, L. A. Saidani, A. Mellouk, Game-based Secure Sensing for the Mobile Cognitive Radio Network, IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC 2017), Montreal, Canada, 08-13 October, 2017, pp: 1-6
- F.Bannour, S. Souihi, A. Mellouk, Scalability and Reliability Aware SDN Controller Placement Strategies, 13th International Conf. on Network and Service Management (CNSM), MANSDNNFV2017, Tokyo, Japan, 26-30 Nov, 2017.
- S. Mushtaq, S. Fowler, A. Mellouk, Power Saving Model for Mobile Device and Virtual Base Station in the 5G Era, IEEE International Conference on Communications (ICC’17), Paris, France, 21-25 May, 2017, pp: 1-6.
- A.Kerrouche, M. Reda Senouci, T. Abreu, A. Mellouk, AC-QoS-FS: Ant colony based QoS-aware forwarding strategy for routing in Named Data Networking, in IEEE International Conference on Communications (ICC’17), Paris, France, 21-25 May, 2017, pp: 1-6.
- S.Zaidi, S. Bitam, A. Mellouk, Enhanced User Datagram Protocol for Video Streaming in VANET, in IEEE International Conference on Communications (ICC’17), Paris, France, 21-25 May, 2017, pp: 1-6.
- B.Djamaa, M. Réda Senouci, A. Mellouk, Trickle++: A Context-Aware Trickle Algorithm. IEEE International Conference on Global Communications (GlobeCom), Singapore, December 4–8, 2017, pp: 1-6.
- Y.Mordjana, M. Réda Senouci, A. Mellouk, Performance Analysis of Caching and Forwarding Strategies in Content Centric Networking. IEEE International Conference on Global Communications (GlobeCom), Singapore, December 4–8, 2017, pp: 1-6.
- F.Mezrag, S. Bitam, A. Mellouk, Secure Routing in Cluster-Based Wireless Sensor Networks. IEEE International Conference on Global Communications (GlobeCom), Singapore, December 4–8, 2017, pp: 1-6.
- H.A. Tran, Q. D. Tran, L. G. Nguyen, A. Mellouk, H. Mac and V. Tong, A novel SDN controller based on Ontology and Global Optimization for heterogeneous IoT architecture, ACM SoICT 2017, Nha Trang, Vietnam, December 7-8, 2017.
- Abdelkrim Senouci, M. Reda Senouci, S. Hoceini, A. Mellouk, An Evidential Approach for Network Interface Selection in Heterogeneous Wireless Networks. IEEE International Conference on Global Communications (GlobeCom), Washington DC, USA, December 4–8, 2016, pp: 1-7.
- Y.Ben Youssef, A. Mellouk, A. Meriem, S. Tabbane, Video Quality assessment based on statistical selection approach for QoE factors dependency. IEEE International Conference on Global Communications (GlobeCom), Washington DC, USA, December 4–8, 2016, pp: 1-6.
- S.Zaidi, S. Bitam, A. Mellouk, Enhanced Adaptive Sub-Packet Forward Error Correction mechanism for Video Streaming in VANET. IEEE International Conference on Global Communications (GlobeCom), Washington DC, USA, December 4–8, 2016, pp: 1-6.
- M.S. Mushtaq, S. Fowler, B. Augustin, A. Mellouk, QoE in 5G Cloud Networks using Multimedia Services. IEEE Wireless Communication and Networking Conference (WCNC’16), Doha, Qatar, April 3-6, 2016, pp: 1-6.
- M.A. Senouci, S. Souihi, S. Hoceini, A. Mellouk, QoE-Based Network Interface Selection for Heterogeneous Wireless Networks, IEEE Wireless Communication and Networking Conference (WCNC’16), Doha, Qatar, April 3-6, 2016, pp: 1-6.
- L.Amour, S. Souihi, M. S. Mushtaq, S. Hoceini, A. Mellouk, Perceived Video Quality Evaluation based on Interactive/Repulsive relation between the QoE IFs, in IEEE International Conference on Communications (ICC’16), Kuala Lumpur, Malaysia, 23-27 May, 2016, pp: 1-7.
- M.A. Senouci, S. Hoceini, A. Mellouk, Utility function-Based TOPSIS for Network Interface Selection in Heterogeneous Wireless Networks, in IEEE International Conference on Communications (ICC’16), Kuala Lumpur, Malaysia, 23-27 May, 2016, pp: 1-7.
- A.Abdelali, M. R. Senouci, A. Mellouk, QoS-FS: a new forwarding strategy with QoS for routing in Named Data Networking, in IEEE International Conference on Communications (ICC’16), Kuala Lumpur, Malaysia, 23-27 May, 2016, pp: 1-7.
- A.Mellouk, New provider services for convergence technologies based on quality of experience and quality of service paradigms. Seventh Symposium on Information and Communication Technology, ACM SoICT 2016, Ho Chi Minh City, Vietnam, December 8-9, 2016.
- S.Aroussi, A. Mellouk, Statistical evaluation for quality of experience prediction based on quality of service parameters. 23rd International Conference on Telecommunication, (ICT 2016), Thessaloniki, Greece, May 16-18, 2016.
- B.Dab, I.Fajjari, N. Aitsaadi, A.Mellouk, ‘A Novel Wireless Resource Allocation Algorithm in Hybrid Data Center Networks, in 12th IEEE International Conference on Mobile Ad hoc and Sensor Systems – IEEE MASS 2015, Dallas, Texas, USA, October 19–22, 2015.
- L.Amour, S. Souihi, S. Hoceini, A. Mellouk, Building a Large Dataset for Model-based QoE Prediction in the Mobile Environment, in 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, ACM MSWiM 2015, Cancun, Mexico, November 2-6, 2015, pp. 313-317.
- L.Amour, S. Souihi, S. Hoceini, A. Mellouk, An Open Source Platform for Perceived Video Quality Evaluation, Q2SWinet@MSWiM 2015, in 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Cancun, Mexico, November 2-6, 2015, pp: 139-140.
- M.S.Mushtaq, B. Augustin, A. Mellouk, Regulating QoE for Adaptive Video Streaming using BBF Method, in Proc. Of the IEEE International Conference on Communications (ICC), London, UK, June 10–14, 2015, pp. 1-6.
- M.Souidi, S. Souihi, S. Hoceini, A. Mellouk, An Adaptive Real Time Mechanism For IaaS Cloud Provider Selection based on QoE aspects, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), London, UK, June 10–14, 2015, pp. 1-7.
- O.Soualah, I. Fajjari, N. Aitsaadi, A. Mellouk, A Batch Approach for Survivable Virtual Network Embedding based on Monte-Carlo Tree Search, in Proc. Of the IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, May 11-15, 2015, pp. 1-7.
- L.Amour, S. Souihi, S. Hoceini, A. Mellouk, A Hierarchical Classification Model of QoE Influence Factors. IFIP Wired and Wireless Internet Communications (WWIC 2015), Malaga, Spain, May 25-27, 2015, pp. 225-238
- S.Bitam, A. Mellouk, Cloud Computing-based Message Dissemination Protocol for Vehicular Ad Hoc Networks, IFIP Wired and Wireless Internet Communications (WWIC 2015), Malaga, Spain, May 25-27, 2015, pp. 32-45.
- S.Souihi, M. Souidi, A. Mellouk, An Adaptive QoE-Based Network Interface Selection for Multi-homed eHealth Devices. Internet of Things. IoT Infrastructures. (IoT360), Roma, Italy, October 27-29, 2015.
- M.S.Mushtaq, B. Augustin, A. Mellouk, HTTP Rate Adaptive Algorithm with High Bandwidth Utilization, in Proc. Of the IFIP/IEEE IEEE International Conference on Network and Service Management (CNSM), Rio, Brazil, November 17-21, 2014.
- M.S.Mushtaq, B. Augustin, A. Mellouk, Crowdsourcing Framework to Assess QoE, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), Sydney, Australia, June 10–14, 2014, pp. 1-6.
- M.S.Mushtaq, B. Augustin, A. Mellouk, QoE: User Profile Analysis for Multimedia Services, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), Sydney, Australia, June 10–14, 2014, pp. 1-6.
- S.Fowler, C. Haan, D. Yuan, G. Baradish, A. Mellouk, Analysis of Vehicular Wireless Channel Communication via Queueing Theory Model, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), Sydney, Australia, June 10–14, 2014, pp. 1-6.
- Y.Douga, M. Bourenane, A. Mellouk, Adaptive video streaming using TCP factors control with user parameters, in Proc. Of the The 9th International Conference on Future Networks and Communications (FNC 2014), Ontario, Canada, August 17 – 20, 2014, pp. 1-6.
- O.Soualah, I. Fajjari, N. Aitsaadi, A. Mellouk, A Reliable Virtual Network Embedding Algorithm based on Game Theory within Cloud’s backbone, in Proc. Of the IEEE IEEE International Conference on Communications (ICC), Sydney, Australia, June 10–14, 2014, pp. 1-7.
- N.Sghaier, B. Augustin, A. Mellouk, On Enhancing Network-Lifetime in Opportunistic Wireless Sensor Networks, in Proc. Of the IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey, April 6-9, 2014, pp. 1-8. BEST PAPER AWARD.
- M.S.Mushtaq, B. Augustin, A. Mellouk, QoE-Based LTE Downlink Scheduler for VoIP, in Proc. Of the IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey, April 6-9, 2014, pp. 1-8.
- S.Aroussi, A. Mellouk, Survey on Machine Learning-based QoE-QoS Correlation Models, in Proc. Of the IEEE 2nd International Conference on Computing, Management and Telecommunications (ComManTel 2014), Da Nang, Vietnam, April 27 – 29, 2014, pp. 1-7.
- M.R. Senouci, M. Y. Boudaren, M. A. Senouci, A. Mellouk, A Smart Methodology for Deterministic Deployment of Wireless Sensor Networks, in Proc. Of the IEEE Conference on Smart Communications in Network Technologies (SaCoNeT’2014), Barcelona, Spain, June 18-20, 2014, pp. 1-8.
- M.E.Y. Boudaren, M.R. Senouci, M. A. Senouci, A. Mellouk, New Trends in Sensor Coverage Modeling and Related Techniques: a Brief Synthesis, in Proc. Of the IEEE Conference on Smart Communications in Network Technologies (SaCoNeT’2014), Barcelona, Spain, June 18-20, 2014, pp. 1-8.
- S.Bitam, A. Mellouk, Markov-History Based Modeling for Realistic Mobility of Vehicles in VANETs, in Proc. Of the IEEE Vehicular Technology Conference (VTC), Dresden, Germany, June 2-5, 2013, pp. 1-6.
- S.Souihi, J. Perez, S. Hoceini, A. Mellouk, A robust, adaptive and hierarchical knowledge dissemination architecture, in Proc. Of the IEEE International Conference on Global Communications (GlobeCom), Atlanta, USA, December 9–13, 2013, pp. 1-6.
- O.Soualah, I. Fajjari, N. Aitsaadi, A. Mellouk, PR-VNE: Preventive Reliable Virtual Network Embedding Algorithm in Cloud’s Network, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Atlanta, USA, December 9–13, 2013, pp. 1-7.
- R.S. Bhamber, S. Fowler, C. Braimiotis, A. Mellouk, Analytic Analysis of LTE/LTE-Advanced Power Saving and Delay with Bursty Traffic, in Proc. Of the IEEE International Conference on Communications (ICC), Budapest, Hungary, June 9-13, 2013, pp. 1-6.
- L.Bennacer, L. Ciavaglia, S. Ghamri-Doudane, A. Chibani, Y. Amirat, A. Mellouk, Scalable and Fast Root Cause Analysis Using Inter Cluster Inference, in Proc. Of the IEEE International Conference on Communications (ICC), Budapest, Hungary, June 9-13, 2013, pp. 1-6.
- S.Souihi, S. Hoceini, A. Mellouk, N. Aitsaadi, A Hierarchical and Multi-criteria Knowledge Dissemination in Autonomic Networks, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Anaheim – California, December 3-7, 2012, pp. 1-6.
- S.Bitam, A. Mellouk, ITS-Cloud: Cloud Computing for Intelligent Transportation System, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Anaheim – California, USA, December 3-7, 2012, pp. 1-6.
- M.R. Senouci, A. Mellouk, A. Aissani, An analysis of intrinsic properties of stochastic node placement in sensor networks, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Anaheim – California, USA, December 3-7, 2012, pp. 1-6.
- S.Aroussi, T. B. Tebibel, A. Mellouk, Empirical QoE/QoS Correlation Model based on Multiple Parameters for VoD Flows, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Anaheim – California, USA, December 3-7, 2012, pp. 1-6.
- H.A. Tran, A. Mellouk, S. Hoceini, B. Augustin, Global State-Dependent QoE based Routing, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-6.
- S.Souihi, S. Hoceini and A. Mellouk, A Multi-criteria Master Nodes Selection Mechanism for Knowledge Dissemination In Autonomic Networks, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-6.
- S.Bitam, A. Mellouk, MQBM: an autonomic QoS multicast routing protocol for mobile ad hoc networks, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-6.
- S.Fowler, R. S. Bhambe, A. Mellouk, Analysis of Adjustable and Fixed DRX Mechanism for Power Saving in LTE/LTE-Advanced, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-6.
- H.A. Tran, A. Mellouk, S. Hoceini, J. Perez, User-Centric Content Distribution Network, in Proc. Of the IEEE International Conference on Ultra Modern Telecommunications and Control Theory (ICUMT), St. Petersburg, Russia, October 3-5, 2012, pp. 343-350.
- M.R.Senouci, A. Mellouk, L. Oukhellou, A. Aissani, Using the Belief Functions Theory to Deploy Static Wireless Sensor Networks, in Proc. Of the Belief Functions Conference, Compiègne, France, May 9-11, 2012, pp. 425-432.
- H.A. Tran, A. Mellouk, S. Hoceini, B. Augustin, Global State-Dependent QoE based Routing, in Proc. Of the IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10–15, 2012, pp. 1-5.
- R. Senouci, A. Mellouk, L. Oukhellou, A. Aissani, Efficient uncertainty-aware deployment algorithms for wireless sensor networks, in Proc. Of the IEEE Wireless Communications and Networking Conference (WCNC), Paris, France, April 10-14, 2012, pp. 2163-2167.
- L.Bennacer, L. Ciavaglia, A. Chibani, Y. Amirat, A. Mellouk, Optimization of fault diagnosis based on the combination of Bayesian Networks and case Based Reasoning, in Proc. Of the IEEE/IFIP Network Operations and Management Symposium (NOMS), Hawaii, USA, April 16-20, 2012, pp. 619-622.
- H.A. Tran, A. Mellouk, S. Hoceini, S. Souihi, User QoE-based adaptive routing system for future Internet CDN, in Proc. Of the IEEE Computing, Communications and Applications Conference (ComComAp), Hong Kong, China, January 11-13, 2012, pp. 1-6.
- M.R.Senouci, A. Mellouk, L. Oukhellou, A. Aissani, Uncertainty-Aware Sensor Network Deployment, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Houston, USA, December 5–9, 2011, pp. 1-5.
- B.Augustin, A. Mellouk, On Traffic Patterns of HTTP Applications, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Houston, USA, December 5–9, 2011, pp. 1-5.
- N.Sghaier, A. Mellouk, B. Augustin, Y. Amirat, J. Marty, M-E-A. Khoussa, A. Abid, R. Zitouni, Wireless Sensor Networks for medical care services, in Proc. Of the IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), Istanbul, Turkey, July 4-8, 2011, pp. 571-576.
- S.Souihi, A. Mellouk, “Knowledge Dissemination for Autonomic Networks”, in Proc. Of the IEEE International Conference on Communications (ICC), Kyoto, Japan, June 5–9, 2011, pp. 1-6.
- S.Bitam, A. Mellouk, “QoS Swarm Bee Routing Protocol forVehicular Ad Hoc Networks”, in Proc. Of the IEEE International Conference on Communications (ICC), Kyoto, Japan, June 5–9, 2011, pp. 1-6.
- M.R.Senouci, A. Mellouk, A. Aissani, H. Senouci, “Performance Evaluation of the Network Lifetime for Routing Protocols in WSN”, in Proc. Of the IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), Istanbul, Turkya, July 5-8, 2011, pp. 1-6.
- H.A. Tran, A. Mellouk, S. Hoceini, “User to user adaptive routing based on QoE ”, in Proc. Of IEEE International Symposium on Programming and Systems (ISPS), Algiers, Algeria, April 25-27, 2011, pp. 1-7.
- H.Rifai, S. Mohammed, A. Mellouk, “A brief synthesis of QoS-QoE methodologies”, in Proc. Of IEEE International Symposium on Programming and Systems (ISPS), Algiers, Algeria, April 25-27, 2011, pp. 1-8.
- S.Bitam, A. Mellouk, “A Swarm routing protocol for Wireless Sensor Networks”, in Proc. Of IEEE International Symposium on Programming and Systems (ISPS), Algiers, Algeria, April 25-27, 2011, pp. 1-8. BEST PAPER AWARD.
- N.Ouferhat, A. Mellouk, B. Augustin, “Adaptive Parametric Routing based on Dynamic Metrics for Wireless Sensor Networks”, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Miami, USA, December 6–10, 2010, pp. 1-5.
- S.Ziane, A. Mellouk, “Inductive Routing based on Dynamic End-to-End Delay for Mobile Networks”, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Miami, USA, December 6–10, 2010, pp. 1-5.
- S.Hoceini, A. Mellouk, “QoS Bandwidth Optimization in an Inductive Routing System for Multimedia Real-Time Applications”, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Miami, USA, December 6–10, 2010, pp. 1-5.
- S.Bitam, A. Mellouk, “QoSBeeManet: a new QoS multipath routing protocol for mobile ad-hoc networks”, in Proc. Of the IEEE Global Communications Conference (GlobeCom), Miami, USA, December 6–10, 2010, pp. 1-5.
- A.Kurien, G. Noel, A. Mellouk, B. J. Wyk, K. Djouani, “Efficient Classification based on Multi-Scale Traffic Data Extraction Patterns of Cellular Network”, in Proc. Of the International Wireless Communications and Mobile Computing (IWCMC), Caen, France, June 28-July 2, 2010, pp. 361-365.
- K.Tari, Y. Amirat, A. Chibani, A. Yachir, A. Mellouk, “Context-aware Dynamic Service Composition in Ubiquitous Environment”, in Proc. Of the IEEE International Conference on Communications (ICC), Cape Town, South Africa, May 23–27, 2010, pp. 1-5.
- S.Bitam, A. Mellouk, QoSBeeManet: a new QoS multipath routing protocol for mobile ad-hoc networks, IEEE SaCoNaS 2010, International Smart Communications on Networked Autonomous Systems, USA, 6 December, 2010, TC BEST PAPER AWARD.
- N.Ouferhat, A. Mellouk, “Inductive routing based on energy and delay metrics in wireless sensor networks”, in Proc. Of the International Wireless Communications and Mobile Computing (IWCMC), Caen, France, June 28-July 2, 2010, pp. 1121-1125.
- S.Ziane, A. Mellouk, “Dynamic Routing Optimization based on Real Time Adaptive Delay Estimation”, in Proc. Of the IEEE International Conference on Computers and Communications (ISCC), Riccione, Italy, June 22-24, 2010, pp. 381-386.
- M.Aissani, A. Mellouk, N. Badache and M. Djebbar, “A Preventive Rerouting Scheme for Avoiding Voids in Wireless Sensor Networks”, in Proc. Of the IEEE Global Communications Conference (GLOBECOM), Honolulu, USA, November 30-December 4, 2009, pp. 1-5. TC BEST PAPER AWARD.
- O.Demigha N. Badache, M. Aissani, A. Mellouk, “Fault-Tolerant Prediction-Based Scheme for Target Tracking in Wireless Sensor Networks”, in Proc. Of the IEEE Global Communications Conference (GLOBECOM), Honolulu, USA, November 30-December 4, 2009, pp. 1-5.
- F.Baguenine, A. Mellouk, “QoS Swarm State Dependent Routing For Irregular Traffic in Communication Networks”, in Proc. Of the IEEE International Conference on Communications (ICC), Dresden, Germany, June 14–18, 2009, pp. 1-5.
- M.Bourennane, A. Mellouk, D. Benhamamouche, “A Coordination Mechanism Based on a Combined technique Applied to Dynamic Packet Scheduling in Routers”, in Proc. Of the IEEE International Conference on Computers and Communications (ISCC), Sousse, Tunisia, July 5-8, 2009, pp. 963-969.
- N.Ouferhat, A. Mellouk, “Energy and delay efficient state dependent routing algorithm in wireless sensor networks”, in Proc. Of the IEEE Local Computer Networks (LCN), Zurich, Switzerland, Oct. 20-23, 2009, pp. 1069-1076.
- N.Ouferhat, A. Mellouk, “Adaptive Multi Constrained Routing in WSN: Case Study of Energy and Delay Metrics”, in Proc. Of the International Conference on Cognitive Systems with Interactive Sensors (COGIS), Paris, France, November 16-18, 2009, pp. 1-5.
- M.Aissani, A. Mellouk, N. Badache, “Void Avoiding in Advance Real-Time Routing in Wireless Sensor Networks”, in Proc. Of the IEEE Global Communications Conference (GLOBECOM), New Orleans, USA, November 30 – December 4, 2008, pp. 1-5.
- M.Aissani, A. Mellouk, N. Badache, “Oriented Void Avoidance Scheme for Real-Time Routing Protocols in WSN”, in Proc. Of the IEEE Global Communications Conference (GLOBECOM), New Orleans, USA, November 30 – December 4, 2008, pp. 1-5.
- S.Ziane, A. Mellouk, “Performance Evaluation of an Adaptive State Dependent Mean Delay Routing Algorithm for MANET”, in Proc. Of the ACM International Wireless Communications and Mobile Computing Conference (IWCMC), Crete Island, Greece, August 6-8, 2008, pp. 348-353.
- S.Hoceini, A. Mellouk, B. Smail, “Average-Bandwidth Delay Q-Routing Adaptive Algorithm”, in Proc. Of the IEEE International Conference on Communications (ICC), Beijing, China, May 19-23, 2008, pp. 1840-1844.
- M.Bourennane, A. Mellouk, D. Benhamamouche, “Inductive QoS Packet Scheduling for Adaptive Dynamic Network”, in Proc. Of the IEEE International Conference on Communications (ICC), Beijing, China, May 19-23, 2008, pp. 3090-3094.
- A.Mellouk, S. Hoceini, F. Baguenine, M. Cheurfa, “Distributed Quality-of-Service Routing of Best Constrained Shortest Paths”, in Proc. Of the IEEE Symposium on Computers and Communications (ISCC), Marrakech, Morocco, July 6-9, 2008, pp. 915-919.
- S.Ziane, A. Mellouk, ”AMDR: A Reinforcement Adaptive Mean Delay Routing Algorithm for MANET”, In 50th IEEE GlobeCom’07, USA, December 13-16, 2007.
- F.Baguennine, A. Mellouk, ” N-Best Optimal Path Ant Routing Algorithm for State-Dependent N Best Quality of service Routes in IP Networks”, In 32nd IEEE Conference on Local Computer Networks LCN’07, P2MNet, Ireland, October 15-18, 2007.
- M.Bourennane, A. Mellouk, D. Benhamamouche, ”Reinforcement Learning in Multi-Agent Environment and Ant Colony for Packet Scheduling in Routers”, In IEEE/ACM MSWIM’07, International Symposium on Modelling, Analysis and Simulation of Wireless and Mobile Systems, MobiWac, Greece, October 22-26, 2007.
- A.Mellouk, S. Hoceini, “”, In IEEE High Performance Switching and Routing (HPSR) Conference, USA, may 30-june 1er, 2007.
- N.Ouferhat, A. Mellouk, ”A QoS Scheduler Packets for Wireless Sensor Networks”, In 5th IEEE/ACS International Conference on Computer Systems and Applications, IEEE/ACS AICCSA’07, Jordan, may 13-16, 2007.
- S.Ziane, A. Mellouk, ”A QoS Adaptive Multi-path Reinforcement Learning Routing Algorithm for MANET”, In 5th IEEE/ACS International Conference on Computer Systems and Applications, IEEE/ACS AICCSA’07, Jordan, may 13-16, 2007.
- M.Aissani, M. Fenouche, H. Sadour, A. Mellouk, ”Ant-DSR: Cache Maintenance Based Routing Protocol for Mobile Ad-Hoc Networks”, In 3rd IEEE Advanced International Conference on Telecommunications (AICT’07), Mauritius, May 17-19, 2007.
- M.Aissani, M. Senouci, W. demigha, A. Mellouk, ”Optimizations and Performance Study of the Dynamic Source Routing Protocol”, In 3rd IEEE International Conference on Networking and Services (ICNS’07), Greece, June 19-25, 2007.
- N.Ouferhat, A. Mellouk, ”QoS Dynamic Routing for Wireless Sensor Networks”, In The 9-th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Q2SWinet, Spain, October 2-6, 2006.
- A.Mellouk, S. Hoceini, “Self-Optimization of Quality of Service by Adaptive Routing in Dynamic Communication Networks” In International Conference on Self-Organization and Autnomous Systems in Computing and Communications, SOAS’06, Germany, September 19-20, 2006.
- S.Larynouna, A. Mellouk, “Fault Tolerance Multi-Path Routing for Irregular Traffic Networks“, In IEEE International Conference on telecommunication, IEEE ICDT’06, IEEE Computer Society Press, France, Aug 29-31, 2006.
- A.Mellouk, S. Hoceini, S. larynouna, “Flow based Routing for Irregular Traffic using Probabilistic Reinforcement Learning Approach in Dynamic Networks“, In 11th IEEE Symposium on Computers and Communications, IEEE ISCC’06, IEEE Computer Society Press, Italy, June 26-29, 2006.
- N.Ouferhat, A. Mellouk, ”Optimal QoS and Adaptive Routing in Wireless Sensor Networks“, In 2ndIEEE International Conference on Information & Communication Technologies: From Theory to Applications, IEEE ICTTA’06, Syria, April 24-28, 2006.
- M.Guezzouri, A. Mellouk, ”A new methodology to adapt SIP Protocol for voice traffic transported over IP Network“, In IEEE International Conference on Internet and Web Applications and Services, IEEE ICIW’06, IEEE Computer Society Press, France, Feb 23-25, 2006.
- S.Ziane, A. Mellouk, ”A Swarm Intelligent Multi-path Routing for Multimedia Traffic over Mobile Ad hoc Networks“, In the 8-th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Q2SWinet, Canada, October 10-13, 2005.
- S.Hoceini, A. Mellouk, Y. Amirat, “Improving Scalability and Robustness of NQOSP Algorithm in Dynamic Traffic’s Network”, In IEEE International Conference on Networking and Services, IEEE ICNS’05, IEEE Computer Society Press, France, October 23-28, 2005.
- S.Ziane, A. Mellouk, “A Swarm Intelligence Scheme for Routing in Mobile Ad hoc Networks“, In IEEE International Advanced Industrial Conference on Wireless Technologies, IEEE AICWT’05, IEEE Computer Society Press, Canada, Aug 14-17, 2005.
- S.Hoceini, A. Mellouk, Y. Amirat, “K-shortest Paths Q-Routing: A New QoS Routing Algorithm in Telecommunication Networks”, In 4th IEEE International Conference on Networking, IEEE ICN’2005, IEEE Computer Society Press, France, April 17-21, 2005.
- A.Mellouk, S. Hoceini: A Reinforcement Learning Approach for QoS Based Routing Packets in Integrated Service Web Based Systems. AWIC 2005: 299-305
- S.Hoceini, A. Mellouk, Y. Amirat: Neural Net Based Approach for Adaptive Routing Policy in Telecommunication Networks. HSNMC 2004: 360-368, 2004.
- A.Mellouk, P. Gallinari, Global discrimination for neural predictive systems based on N-best algorithm. ICASSP 1995: 465-468.
- S.Garcia-Salicetti, P. Gallinari, B. Dorizzi, A. Mellouk, D. Fanchon: A neural predictive approach for on-line cursive script recognition. ICASSP 1995: 3463-3466.
- S.Garcia-Salicetti, B. Dorizzi, P. Gallinari, A. Mellouk, D. Fanchon: A hidden Markov model extension of a neural predictive system for on-line character recognition. ICDAR 1995: 50-53.
- A.Mellouk, P. Gallinari: Discriminative training for improved neural prediction systems. ICASSP 1994: 233-236.
- A.Mellouk, P. Gallinari: A discriminative neural prediction system for speech recognition. ICASSP 1993: 533-536
- A.Mellouk, P. Gallinari: Continuous Speech Recognition by neural spectrum prediction systems. WCNN 1993: 28-31
- A.Mellouk, P. Gallinari, F. Rauscher: Prediction and discrimination in neural networks for continuous speech recognition. EUROSPEECH 1993: 1603-1606
- Y.Bennani, N. Chaourar, P. Gallinari, A. Mellouk: Validation of neural net architectures on speech recognition tasks. ICASSP 1991: 97-100
Invited papers with proceedings in an international congress.
- M.S.Mushtaq, B. Augustin, A. Mellouk, Empirical Study based on Machine Learning Approach to Assess the QoS/QoE Correlation, in 17th European Conference on Network and Optical Communications (NOC 2012), Barcelona, Spain, June 20-22, 2012.
- H.A. Tran, A. Mellouk and S. Hoceini, QoE Content Distribution Network for Cloud Architecture, in IEEE Conference on Network Cloud and Applications, NCCA-2011, Toulouse, November 21-23, 2011.
- H.A. Tran and A. Mellouk, User to User QoE routing system, 9th IFIP International Conference on Wired/Wireless Internet Communications (WWIC 2011), Vilanova i la Geltrú, Barcelona, Spain, June 15-17, 2011.
- H.A. Tran and A. Mellouk, Real-Time State-Dependent routing based on User Perception, In IEEE International Conference on Communications and Information Technology – ICCIT 2011, Jordan, March 29-31, 2011.
- H.A. Tran and A. Mellouk, QoE model driven for network services, In IFIP 8th International Conference on Wired/Wireless Internet Communications (WWIC), Sweden, June 1-3, 2010.
- M.Aissani, A. Mellouk, N. Badache, B. Saidani, An Efficient Real-Time Routing with Presence of Concave Voids in Wireless Sensor Networks, In ACM IWCMC 2009 International Wireless Communications and Mobile Computing Conference, Germany, June 31-24, 2009.
- S.Zouaidi, A. Mellouk, M. Bourennane, S. Hoceini, Design and performance analysis of inductive QoS scheduling for dynamic network routing, In IEEE SoftCom’2008, International Conference on Software, Telecommunications and Computer Networks, Croatia, September 25-27, 2008.
Invited plenary sessions at a conference
- Adaptive Control for multi flow traffic based on quality of experience and quality of service paradigms, ACM 10th Symposium on Information and Communication Technology (SoICT), HaNoi, Vietnam, December 04 – 06, 2019.
- Panorama international des enjeux et des domaines IA, Journée de travail pour le lancement du plan IA 2020-2030 Algérie, 1e et 2 décembre 2019, Constantine, Algérie.
- A software defined Cognitive Radio Networks : An application to IoMT, IoT/WSN workshop, USTH, Hanoi, Vietnam, 21-22 Feb, 2017.
- State-Dependent Time Evolving Multi-Constraint Control : Resources allocation, Grid and High Performance Computing workshop, USTH, Hanoi, Vietnam, 23-24 Feb, 2017.
- New provider services for convergence technologies based on quality of experience and quality of service paradigms, ACM 7th Symposium on Information and Communication Technology, Ho Chi Minh City, Viet Nam — December 08 – 09, 2016.
- Quality of Experience : a user centric approach, In « Les objets connectés au service de l’environnement », 13 Octobre 2016, Université de la Réunion et Technopole de la Réunion, 2016.
- Convergence technologies based on quality of experience and quality of service paradigms, IEEE 24th International Conference on Software Telecommnications and Computer Networks (IEEE SoftCom), Split, Croatia, September 22-24, 2016.
- Quality of Experience vs. Quality of Service : Application for a CDN Architecture, in the IEEE 21th International Conference on Software Telecommnications and Computer Networks (IEEE SoftCom), Primosten, Croatia, September 18-20, 2013.
- Why Networks need User Feedback Controls Today?, IEEE IWCMC 2012, 8th International Wireless Communications and Mobile Computing Conference, Cyprus, August 27-31, 2012.
- User QoE-based adaptive routing system for future Internet CDN, in IEEE Computing, Communications and Applications Conference (ComComAp), Hong Kong, China, January 11-13, 2012.
- avec Oukhellou, et M. Senouci, Belief Functions: Applications in Telecommunication, 5th CNRS ARC MACS Journey, Paris, May 22, 2012.
- Adaptive Control for Dynamic Networks, RSACS’2011, June 23, Oran, Algeria, 2011.
- avec A. Chibani et S. Souihi, Towards autonomous and cross layer management for Large Scale Networks and Ubiquitous Systems, DNAC’2010, November 17, Paris, France, 2010.
- How to Maintain End To End Quality of Service, COSI’2010, April 18-20, Algeria, 2010.
- Future Internet and Future Optical Networks: Two Separate Layers or Towards the Convergence?, ONDM 2009, 13th Conference on Optical Network Design and Modeling, February 18-20, Germany, 2009.
- Adaptive Approaches for QoS Based Routing, CNRS Network and Telecommunication Expert Committee, January 14-16, Bordeaux, France, 2009.
- Learning approaches to support Dynamics in Communication Networks, dans le cadre de la conférence Internationale ICT-Hanoi 2007, Information – Communication Technology“, du 5 au 7 décembre, Hanoi, 2007.
- What about QoS Paradigms in Heterogeneous Wired and Wireless High Speed Networks, dans le cadre de la conférence Internationale ICSIT’05, International Computer Systems & Information Technology Conference, du 19 au 22 Juillet, Algérie, 2005.
- Routing Approaches in QoS Dynamic Traffic’s Telecommunication Networks, dans le cadre de la conférence internationale « IEEE AICT’05, IEEE Advanced Industrial Conference on Telecommunications », du 17 au 21 Juillet, Portugal, 2005.
Distinctions
International Distinctions :
- Distinguished Technical Achievement Award – Awarded by the IEEE Communication Society in 2020. This annual award recognizes scientific and technical contributions by a scientist. It was presented for my work in routing and switching using innovative Artificial Intelligence approaches in telecommunications networks.
- Service Accomplishment Award – Awarded by the IEEE Communication Society in 2018. This recognition was given for my leadership and scientific direction as chair of a technical committee within the IEEE Communication Society.
- Distinguished Service Award – Awarded by the IEEE Communication Society in 2013. This annual award recognizes the scientific activities of a researcher in a specific field. I received it in recognition of my work on adaptive Quality of Experience (QoE) in communication networks.
- Service Accomplishment Award – Awarded by the IEEE Communication Society in 2012 for my role as a leader and scientific director of a technical committee within the IEEE Communication Society.
- Best Paper Award – For the paper “On Enhancing Network-Lifetime in Opportunistic Wireless Sensor Networks” by N. Sghaier, B. Augustin, and A. Mellouk, presented at the IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey, April 6-9, 2014.
- Best Paper Award – For the paper “A Swarm Routing for Wireless Sensor Networks” by S. Bitam and A. Mellouk, presented at IEEE ISPS’11, Algeria, April 25-27, 2011.
- Best Paper Award – For the paper “QoSBeeManet: A New QoS Multipath Routing Protocol for Mobile Ad-Hoc Networks” by S. Bitam and A. Mellouk, presented at IEEE SaCoNaS in conjunction with IEEE GlobeCom 2010, International Conference on Global Communications (TC CS), USA, December 6, 2010.
- Best Paper Award – For the paper “A Preventive Rerouting Scheme for Avoiding Voids in Wireless Sensor Networks” by M. Aissani, A. Mellouk, N. Badache, and M. Djebbar, presented at IEEE GlobeCom 2009 Conference, Workshop SaCoNaS, IEE ComSoc Communication Software Tech. Committee, USA, November 30 – December 4, 2009.
- Best Certificate Award – For achieving the highest citation in 2014, 2015, and 2016 for the article “HyBR: A Hybrid Bio-inspired Bee Swarm Routing Protocol for Safety Applications in Vehicular Ad Hoc Networks (VANETs)” published in the Journal of System Architecture in 2013.
National Distinctions :
Prime d’Excellence Scientifique – Awarded from 2013 to 2017 through the National Competition.
Prime d’Encadrement Doctoral et de Recherche – Awarded from 2018 to 2021 through the National Competition.
Prime d’Encadrement Doctoral et de Recherche – Awarded from 2022 to 2025 through the National Competition.
Promotion to the Highest Academic Rank in France: Professeur des Universités de Classe Exceptionnelle 2 – Achieved in 2021 through the National Competition. In the French higher education system (ESR), within the corps of University Professors, there are four grades (PR2, PR1, PREx1, and PREx2). Upon nomination to the corps, individuals start at PR2. These ranks are subsequently obtained based on a dossier assessed on three criteria (Research, Pedagogy, and Responsibilities) through a highly competitive national competition (involving all candidates nationwide with a very high level of competition due to the ratio of available promotion spots to the number of candidates). Promotions are also possible through local contingents (involving only candidates from the same university and assessed internally by the University’s bodies, with a much lower level of competition). Each promotion is accompanied by a salary increase.
Patents
Patent No. FR2313544: Procédé de surveillance d’un système – Collaborated with AIRBUS on innovative surveillance systems focusing on user-centric control mechanisms, with practical applications reaching a Technology Readiness Level (TRL) of 8.
Patent No. FR2313545: Procédé de localisation d’au moins une anomalie dans une donnée spatio-temporelle – Developed novel approaches in anomaly detection for video-surveillance, in partnership with AIRBUS, with a high TRL of 8.