Laboratory of Parallel, Embedded architectures and Intensive Computing

L A P E C I

Publications

+ Multi-objective Optimization

Imene Ait Abderrahim, Lakhdar Loukil Hybrid Approach for Solving the Q3AP 10.4018/IJSIR.2021010106 International Journal of Swarm Intelligence Research 2021 https://www.igi-global.com/gateway/article/272900#pnlRecommendationForm
Sara Rekkal, Bakhta Amrane, Lakhdar Loukil A similarity network for web services operations substitution 10.1016/j.jksuci.2018.09.003 Journal of King Saud University - Computer and Information Sciences 2020 https://www.sciencedirect.com/science/article/pii/S1319157818306384
Abdelkader Ouali, David Allouche, Simon de Givry, Samir Loudni, Yahia Lebbah, Lakhdar Loukil, Patrice Boizumault Variable neighborhood search for graphical model energy minimization 10.1016/j.artint.2019.103194 Artificial Intelligence 2020 https://www.sciencedirect.com/science/article/abs/pii/S0004370218305927
Sara Rekkal, Bakhta Amrane, Lakhdar Loukil A New Approach to gather similar operations extracted from web services 10.11591/ijece.v9i2.pp1437-1444 International Journal of Electrical and Computer Engineering 2019 https://ijece.iaescore.com/index.php/IJECE/article/view/13779
Mohammed Amine Meghabber, Lakhdar Loukil, Richard Olejnik, Abou El Hassan Benyamina, Abdelkader Aroui Virtual Channel aware Scheduling for Real Time Data-Flows on Network on-Chip Scalable Computing: Practice and Experience 2019 https://www.scpe.org/index.php/scpe/article/view/1423
Sara Rekkal, Bakhta Amrane, Lakhdar Loukil: A new approach for grouping similar operations extracted from WSDLs files using K-Means algorithm. International Journal of Advanced Computer Science and Applications, Vol. 8, Issue 12 (2017).
Abdelkader Ouali, Samir Loudni, Lakhdar Loukil, Patrice Boizumault, Yahia Lebbah: Replicated Parallel Strategies for Decomposition Guided VNS. Electronic Notes in Discrete Mathematics 47: 93-100 (2015).
Abdelkader Ouali, Samir Loudni, Lakhdar Loukil, Patrice Boizumault, Yahia Lebbah: Cooperative Parallel Decomposition Guided VNS for Solving Weighted CSP. Chapter book in Hybrid Metaheuristics, Lecture Notes in Computer Science, Vol. 8457, pp. 100-114 (2014).
Bakhta Amrane, Ghalem Belalem, Sarra Branci, Yahya Slimani: Efficient Incremental Algorithm for Building Swiftly Concepts Lattices. IJWP 6(1): 21-34 (2014).
Malika Mehdi, Lakhdar Loukil, Ahcene Bendjoudi, Nouredine Melab: Parallel GPU-accelerated Metaheuristics. Chapter book in Designing scientific applications on GPUs, RC Press, Taylor & Francis Group publisher (2013).
Lakhdar Loukil, Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry: Parallel Hybrid Genetic Algorithms for Solving Q3AP on Computational Grid. Int. J. Found. Comput. Sci. 23(2): 483-500 (2012).
Y. Zhang, Y.H. Benhamza, K. Idrissi, C. Garcia: Kernel Similarity based AAMs for Face Recognition. In Advanced Concepts for Intelligent Vision Systems (ACIVS 2012), Brno. pp. 395 -406. Lecture Notes in Computer Science (2012).

+ Model Engineering for Embedded Systems Team

Karima Mokhtari, Salima Benbernou, Mourad Ouziri, Hakim Lahmar and Muhammad Younas A Monitoring Framework for Transparency and Fairness in Big Data Platform 10.1002/cpe.6069 Concurrency and Computation Practice and Experience Volume 33 issue 8 2021 https://onlinelibrary.wiley.com/doi/abs/10.1002/cpe.6069
Berramla, K.; Deba, E.; Wu, J.; Sahraoui, H. and Benyamina, A. (2020). Model Transformation by Example with Statistical Machine Translation. In Proceedings of the 8th International Conference on Model-Driven Engineering and Software Development - Volume 1: MODELSWARD, ISBN 978-989-758- 400-8, pages 76-83. DOI: 10.5220/0009168200760083
Asmaa Aouat, EL Abbassia Deba, et al. "Deployment in Cloud Computing: The Comparative Study." International Journal of Distributed Systems and Technologies (IJDST) 11.1 (2020): 27-37.
Asmaa Aouat, EL Abbassia Deba, et al. Model-Based Application Deployment on Cloud Computing. International Journal of Distributed Systems and Technologies (IJDST), 2019, vol. 10, no 2, p. 110-127.
Berramla, K., Deba, E. A., Hamdane, M. E., & Benyamina, A. E. H. (2019, March). Semi-Automatic Generation of Transformation Rules: From AADL to Timed Automata. In Proceedings of the 2nd International Conference on Networking, Information Systems & Security (pp. 1-7).
Berramla, Karima, Deba El Abbassia and Djilali Benhamamouch. "A contribution to the specification of model transformations with metamodel matching approach." International Journal of Information System Modeling and Design (IJISMD) 8.3 (2017): 1-23
K. Berramla, E. A. Deba and D. Benhamamouch, Model Transformations Generation: A Survey of State-of-Art, 2nd International Conference on Information Technology for Organizations Development, Fez, Morocco, March 2016
K. Berramla, E. A. Deba and M. Senouci, Formal validation of model transformation with Coq proof assistant, In proceedings of International Conference on New Technologies of Information and Communication (NTIC), Mila, 8-9 November 2015
Aouat, F. Bendella, E. Deba, Tools of model transformation by graph transformation, in Software Engineering and Service Science (ICSESS), 2012 IEEE 3rd International Conference, 22-24 june 2012
Aouat, A. Deba, and F. Bendella, Tools of graph-based model transformation : Comparative study, Artificial Intelligence Doctorials, Algiers, 2012.

+ Parallel, distributed and real-time systems

Hammouda Elbez, Mohammed Kamel Benhaoua, Philippe Devienne, Pierre Boulet 6.Progressive Compression and Weight Reinforcement for Spiking Neural Networks https://doi.org/10.1002/cpe.6891 Concurrency and Computation: Practice and Experience 2022 https://onlinelibrary.wiley.com/doi/abs/10.1002/cpe.6891
Chawki Benchehida; Mohammed Kamel Benhaoua; Houssam Eddine Zahaf; Giuseppe Lipari 5.Memory-Processor co-scheduling for Real-time Tasks on Network-on-chip manycore architectures 10.1504/IJHPSA.2022.10045987 International Journal of High Performance Systems Architecture 2022 https://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijhpsa
Khadidja Gaffour, Mohammed Kamel Benhaoua, Abou El Hassan Benyamina, Amit Kumar Singh 4. A new efficient multi-task applications mapping for three-dimensional network-on-chip based MPSoC https://doi.org/10.1002/cpe.6194 Concurrency and Computation: Practice and Experience 2021 https://onlinelibrary.wiley.com/doi/10.1002/cpe.6194
Abdelmadjid Saad, Abou El Hassan Benyamina, and Abdoulaye Gamatié,” Water Management in Agriculture: a Survey on Current Challenges and Technological Solutions”, IEEE Access, IEEE, 2020, 8, pp.38082-38097.
Aroui, Abdelkader and Benyamina, Abou Elhassan and Boulet, Pierre and Benhaoua, Kamel and Singh, Amit Kumar 3. Novel Metric for Load Balance and Congestion Reducing in Network on-Chip Scalable Computing: Practice and Experience 2020 https://doi.org/10.12694/scpe.v21i2.1690
Chawki Benchehida , Mohammed Kamel Benhaoua , Houssam-Eddine Zahaf , Giuseppe Lipari 2.An analysis and simulation tool of real-time communications in on-chip networks: a comparative study https://doi.org/10.1145/3412821.3412822 ACM SIGBED Review 2020 https://dl.acm.org/doi/10.1145/3412821.3412822
Amine Meghabber, Lakhdar Loukil, Richard Olejnik, Abou El Hassan Benyamina, Abdelkader Aroui, “Virtual Channel aware Scheduling for Real Time Data-Flows on Network on-Chip. Scalable Computing”, Practice and Experience 20(3): 495-510 (2019).
K. Gaffour, M. K. Benhaoua, A. H. Benyamina & H. E. Zahaf 1.A new congestion-aware routing algorithm in network-on-chip: 2D and 3D comparison https://doi.org/10.1080/1206212X.2019.1679529 International Journal of Computers and Applications 2019 https://www.tandfonline.com/doi/abs/10.1080/1206212X.2019.1679529
Houssam-Eddine Zahaf, Abou El Hassen Benyamina, Richard Olejnik, Giuseppe Lipari, “Energy-efficient scheduling for moldable real-time tasks on heterogeneous computing platforms”, Journal of Systems Architecture, 74, 46-60, 2017/3/1.
Karima Berramla, El Abbassia Deba, Abou El Hassan Benyamina, Djilali Benhamamouch, “A Contribution to the Specification of Model Transformations with Metamodel Matching Approach”, IJISMD 8(3): 1-23 (2017).
K Benahmed, M Belarbi, AH, Benyamina, A Hariche, “Formal Test and Simulation Environment of Wireless Body Network” International Conference on Smart Homes and Health Telematics, 240-246,2017.
The Journal of Digital Information Management (JDIM) , Vol. 13, No 1, February 2015, ISSN : 0972-7272 “DynMapNoCSIM : A Dynamic Mapping SIMULATOR for Network on Chip based MPSoC” M. K. Benhaoua, A. K. Singh, A. E. H. Benyamina, P. Boulet. (http://dline.info/fpaper/jdim/v13i1/v13i1_7.pdf).
A.H. Benyamina, P. Boulet, and K. Benhaoua. Computing in Research and Development in Africa : Benefits, Trends, Challenges and Solutions. Spinger ISBN 978-3-319-08238-7. Chapter « Static and Dynamic Mapping Heuristics for Multiprocessor Systems-on-Chip ». Page 229-247-2014
Springer International Publishing, 2015, 229-247. “Static and Dynamic Mapping Heuristics for Multiprocessor Systems-on-Chip” Computing in Research and Development in Africa, A. Benyamina, P. Boulet, M. K. Benhaoua. (http://link.springer.com/chapter/10.1007/978-3-319-08239-4_11#page-1).2014
M. K. Benhaoua, A. K. Singh, A. E. H. Benyamina, A. Kumar, P. Boulet, “Heuristics For Dynamic Task And Communications Mapping In Noc-Based Heterogeneous Mpsocs”, The Mediterranean Journal of Computers and Networks, Vol. 9, No 4, October 2013, ISSN : 1744-2397. http://www.medjcn.com/papers%20archive/index.html
AH.Benyamina, MK.Benhaoua, P.Boulet, « Heuristics for Routing and Spiral Run-time Task Mapping in NoC-based Heterogeneous MPSOCs », IJCSI International Journal of Computer Science Issues, Vol. 10, Issue 4, No 1, ISSN (Print): 1694-0814 | ISSN (Online): 1694-0784, July 2013.http://www.ijcsi.org/articles/Heuristics-for-routing-and-spiral-runtime-taskmapping-in-nocbased-heterogeneous-mpsocs.php
AH.Benyamina and P.Boulet. Multi-objective mapping for noc architectures. Journal of Digital Information Management (JDIM), 5(6) :378–384, December 2007.

+ High Performance Programming