Publications


Journals:

  • Arslan Nedhir Malti, Mourad Hakem and Badr Benmammar. "A new hybrid multi-objective optimization algorithm for task scheduling in cloud systems". Cluster Computing,  Springer. 2023, To appear.

  • Arslan Nedhir Malti, Mourad Hakem and Badr Benmammar. "Multi-objective Task Scheduling in Cloud Computing". Concurrency and Computation: Practice and Experience,  Vol 34, no 25, pp. e7252,. 2022, 

  • Abderraziq Semmoud, Mourad Hakem, Badr Benmammar and Jean Claude Charr. "A New Fault-Tolerant Algorithm Based on Replication and Preemptive Migration in Cloud Computing" International Journal of Cloud Applications and Computing. Vol.12, no.1,  pp.1-14. 2022.

  • Jean Claude Charr,  Karine Deschinkel,  Rania Haj Mansour and  Mourad Hakem. "Partial coverage optimization under network connectivity constraints in heterogeneous sensor networks".  Computer Networks, Elsevier, Vol. 210, pp. 108928, 2022.

  • Jean Claude Charr,  Karine Deschinkel,  Rania Haj Mansour and  Mourad Hakem. "Lifetime Optimization for Partial Coverage in Heterogeneous Sensor Networks".  Ad Hoc Networks, Elsevier, Vol. 107, pp. 102264, 2020.

  • Abderraziq Semmoud, Mourad Hakem, Badr Benmammar and Jean Claude Charr. "Load Balancing in Cloud Computing Environments Based on Adaptive Starvation Threshold". Concurrency and Computation: Practice and Experience,  Vol. 32, No. 11, 2020.

  • Christophe Guyeux, Mohammed Haddad, Mourad Hakem and Mathieu Lagacherie. “Efficient Distributed Consensus in Wireless Sensor Networks”. Computer Communications, Elsevier, Vol. 150, pp. 115-121, jan. 2020

  • Ahmad Farhat, Christophe Guyeux, Mohammed Haddad and Mourad Hakem. "Energy-Efficiency and Coverage Quality Management for Reliable Diagnostics in Wireless Sensor Networks”. International Journal of Distributed Sensor Networks, Vol. 32, No. 3, pp.127 - 138, mar 2020. 

  • Abderraziq Semmoud, Mourad Hakem and Badr Benmammar "A Survey of Load Balancing in Distributed Network Systems”. International Journal of High Performance Computing, Vol. 15, No. 3/4, pp.233–248, 2019.

  • Jacques Bahi, Wiem Elghazel, Christophe Guyeux, Mourad Hakem, Kamal Medjaher and Noureddine Zerhouni, "Reliable diagnostics using wireless sensor networks", Computers in industry, Elsevier, vol. 104, pp. 103 - 115, jan. 2019

  • Raphael Couturier, Arnaud Giersch and Mourad Hakem, "Best effort strategy and virtual load for asynchronous iterative load balancing", Journal of Computational Science, Elsevier, vol. 26, pp. 118 - 128, may. 2018

  • Abdallah Makhoul, Christophe Guyeux, Mourad Hakem and Jacques Bahi, "Using an Epidemiological Approach to Maximize Data Survival in the Internet of Things", ACM Transactions on Internet Technology (TOIT), vol. 16, 1, No. 5, ACM, feb. 2016

  • Jacques Bahi, Wiem Elghazel, Christophe Guyeux, Mohammed Haddad, Mourad Hakem, Kamal Medjaher and Noureddine Zerhouni, "Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets", The Computer Journal, vol. 59, No. 2, pp. 275 - 284, feb. 2016

  • Wiem Elghazel, Jacques Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher and Noureddine Zerhouni, "Dependability of wireless sensor networks for industrial prognostics and health management", Computers in industry, Elsevier, vol. 68, pp. 1-15, apr. 2015

  • Bouafia, Badr Benmammar and Mourad Hakem. "Algorithmes d'ordonnancement des tâches dans un environnement Cloud". Mediterranean Telecommunication Journal (MTJ). Vol. 5, No. 2, pp. 71-78, June 2015

  • Jacques Bahi, Mohammed Haddad, Mourad Hakem and Hamamache Kheddouci, "Efficient Distributed Lifetime Optimization Algorithm for Sensor Networks", Ad Hoc Networks, vol. 16, pp. 1-12, 2014

  • Jacques Bahi, Christophe Guyeux, Mourad Hakem and Abdallah Makhoul, "Epidemiological Approach for Data Survivability in Unattended Wireless Sensor Networks", Journal of Network and Computer Applications, Elsevier, vol. 46, pp. 374 -383, nov. 2014

  • Jacques Bahi, Mohammed Haddad, Mourad Hakem and Hamamache Kheddouci, "Efficient Distributed Lifetime Optimization Algorithm for Sensor Networks", Ad Hoc Networks, vol. 16, pp. 1-12, 2014

  • Jacques Bahi, Mohammed Haddad, Mourad Hakem and Hamamache Kheddouci, "Self-stabilizing Consensus Average Algorithm in Distributed Sensor Networks" in Transactions on Large-Scale Data and Knowledge-Centered Systems, Springer, vol. 7980, Lecture Notes in Computer Science (LNCS), pp. 28 - 41, 2013

  • Anne Benoit, Hakem Mourad, and Yves Robert, "Multi-criteria Scheduling of Precedence Task Graphs on Heterogeneous Platforms", The Computer Journal, vol. 53, No. 6, pp. 772 -785, jul. 2010

  • Anne Benoit, Hakem Mourad, and Yves Robert, "Contention awareness and fault-tolerant scheduling for precedence constrained tasks in heterogeneous systems", Parallel Computing, vol. 35, No. 2, pp. 83 - 108, feb. 2009

  • Hakem Mourad and Butelle Franck, "Critical Path Scheduling Parallel Programs on an Unbounded Number of Processors", International Journal of Foundations of Computer Science (IJFCS), vol. 17, No. 2, apr. 2006

Conferences:

  • Arslan Nedhir Malti, Badr Benmammar and Mourad Hakem. "Task Scheduling in Cloud Computing Based on FPA Metaheuristic Algorithm". in IEEE SSD'22, 19th IEEE International Multi-Conference on Systems, Signals and Devices, 6-10 May 2022.

  • Arslan Nedhir Malti, Badr Benmammar and Mourad Hakem. "A Comparative Study of Metaheuristics Based Task Scheduling in Cloud Computing" in MISC'22, 7th International Symposium on Modelling and Implementation of Complex Systems. Springer. To appear.

  • Arslan Nedhir Malti, Badr Benmammar and Mourad Hakem. "QoS based task scheduling algorithm in cloud computing". in WITS'22, International Conference on WIreless Technologies, embedded and intelligent Systems, 2-4 Mars 2022.

  • Abderraziq Semmoud, Mourad Hakem and Badr Benmammar. "A Distributed Fault Tolerant Algorithm for Load Balancing in Cloud Computing Environments". in WITS'22, International Conference on WIreless Technologies, embedded and intelligent Systems, 2-4 Mars 2022.

  • Arslan Nedhir Malti, Badr Benmammar and Mourad Hakem. "QoS-aware Task Scheduling in Cloud Computing". in ACST'21, 1st National Conference on Applied Computing and Smart Technologies, 10 July 2021.

  • Jean Claude Charr, Karine Decshinkel, Rania Haj Mansour, and Mourad Hakem. “Optimizing the Lifetime of Heterogeneous Wireless Sensor Networks Under Coverage Constarints: MILP and Genetic Based Approaches”. 15th International Conference on Wireless and Mobile Computing, Networking and Communications 2019, Spain.

  • Wiem Elghazel, Jacques Bahi, Ahmad Farhat, Christophe Guyeux, Mourad Hakem, Kamal Medjaher and Noureddine Zerhouni, "Random Forests for Industrial Device Functioning Diagnostics Using Wireless Sensor Networks" in "IEEE AEROSPACE CONFERENCE, 2015.", Big Sky, Montana, USA, mar. 2015.

  • Zouheir Bouafia, Badr Benmammar and Mourad Hakem. "Algorithmes d'ordonnancement des tâches dans un environnement Cloud". in WITS-2015, International Conference on WIreless Technologies, embedded and intelligent Systems, 29-30 April, Fez, Morocco, 2015. (Best Paper)

  • Wiem Elghazel, Jacques Bahi, Christophe Guyeux, Mourad Hakem, Kamal Medjaher and Noureddine Zerhouni, "Dependable wireless sensor networks for prognostics and health management : a survey." in PHM'14, Annual Conference of the Prognostics and Health Management Society, Fort Worth - Texas - USA, vol. 68, sep. 2014

  • Jacques Bahi, Mohammed Haddad, Mourad Hakem and Hamamache Kheddouci, "Stabilization and Lifetime Optimization in Distributed Sensor Networks" in AINA'13, 27th IEEE International Conference on Advanced Information Networking and Applications Workshops, Barcelona, Spain, pp. 437 - 442, mar. 2013.

  • Zakaria Yahouni, Fayçal Bendaoud, Badr Benmammar and Mourad Hakem, "Comparison between three methods of solving linear systems on a distributed context using JACE" in ICWIT'13, 5th International Conference on Web and Information Technologies, Hammamet, Tunisia, may. 2013.

  • Karine Deschinkel and Mourad Hakem, "A near optimal algorithm for lifetime optimization in wireless sensor networks" in SENSORNETS 2013, 2nd Int. On Sensor Networks, Barcelona, Spain, pp. 197 - 202, feb. 2013

  • Jacques Bahi, Mourad Hakem and Abdallah Makhoul, "Reliable Distributed Data Fusion Scheme in Unsafe Sensor Networks" in AICCSA 2011, 9th ACS/IEEE Int. Conf. On Computer Systems and Applications, Sharm El-Sheikh, Egypt, dec. 2011

  • Jacques Bahi, Mohammed Haddad, Mourad Hakem and Hamamache Kheddouci, "Distributed Lifetime Optimization in Wireless Sensor Networks" in HPCC'11, 13-th IEEE International Conference on High Performance Computing and Communication, Alberta, Canada, sep. 2011.

  • Jacques Bahi, Mohammed Haddad, Mourad Hakem and Hamamache Kheddouci, "A New Reliable and Self-Stabilizing Data Fusion Scheme in Unsafe Wireless Sensor Networks" in "PDCAT'10, 11th IEEE Int. Conf. on Parallel and Distributed Computing Applications and Technologies", Wuhan, China, dec. 2010

  • Jacques Bahi, Mourad Hakem, and Mazouzi Kamel, "Reliable Parallel Programming Model for Distributed Computing Environments" in HeteroPar'09, 7th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (EuroPar'07) Delft, Netherlands, vol. 6043 de Lecture Notes in Computer Science (LNCS), 2009.

  • Hakem Mourad, "Iso-Level CAFT: How to Tackle the Combination of Communication Overhead Reduction and Fault Tolerance Scheduling" in APPT'09, 8th International Symposium on Advanced Parallel Processing Technologies, Rapperswil, Switzerland, vol. 5737 de Lecture Notes in Computer Science (LNCS), 2009.

  • Anne Benoit, Hakem Mourad, and Yves Robert "Optimizing the Latency of Streaming Applications under Throughput and Reliability Constraints" in ICPP'09, 38th IEEE International Conference on Parallel Processing, Vienna, Austria, 22-25 September 2009.

  • Anne Benoit, Hakem Mourad, and Yves Robert "Realistic Models and Efficient Algorithms for Fault Tolerant Scheduling on Heterogeneous Platforms" in ICPP'08, 37th IEEE International Conference on Parallel Processing, Portland, Oregon, USA, September 8-12, 2008.

  • Anne Benoit, Hakem Mourad, and Yves Robert "Fault tolerant scheduling of precedence task graphs on heterogeneous platforms" in IPDPS'08, 22nd IEEE International Symposium on Parallel and Distributed Processing, Miami, Florida USA, April 14-18, 2008.

  • Mourad Hakem and Franck Butelle " Reliability and Scheduling on Systems Subject to Failures " in ICPP '07, 36th IEEE International Conference on Parallel Processing, Xian, China, September 10-14, 2007.

  • Franck Butelle, Mourad Hakem and Lucian Finta " Real-Time Distributed Scheduling of Precedence Graphs on Arbitrary Wide Networks " in IPDPS'07, 21th International Parallel and Distributed Processing Symposium, 26-30 March 2007, Long Beach, California, USA.

  • Mourad Hakem and Franck Butelle "Dynamic Critical Path Scheduling Parallel Programs onto Multiprocessors" in IPDPS'05, 29nd IEEE International Symposium on Parallel and Distributed Processing, Denver, CO, USA, April 4-8, 2005.

  • Mourad Hakem and Franck Butelle "Efficient Critical Task Scheduling Parallel Programs on a Bounded Number of Processors" in PDCS'05, International Conference on Parallel and Distributed Computing Systems, Phoenix, AZ, USA, November 14-16, 2005.

  • Mourad Hakem and Franck Butelle " A New On-Line Scheduling Algorithm for Distributed Real-Time System" in ISADS'04, International Symposium on Advanced Distributed Systems, Guadalajara, Mexico, January 24-30, 2004.

  • Mourad Hakem and Franck Butelle "A Bi-objective algorithm for scheduling parallel applications on heterogeneous systems subject to failures" Proc. of RenPar 2006, Pages: 25-35. Perpignan - France, Octobre 2006.