Y. Djenoui, A. Bendjoudi, Z. Habbas, D. Djenouri, Reducing Thread Divergence in GPU-based Bees Swarm Optimization applied to Association Rule Mining, Accepted In Concurrency and Computation: Practice and Experience - John Wiley & Sons (To appear).
A. Dabah, A. Bendjoudi, A. Aitzai, Solving the blocking job shop scheduling problem with an improved tabu search neighbourhood, Accepted in International Journal of Production Research (To appear)
Y. Djenouri, A. Bendjoudi, M. Mehdi, N. Nouali-Taboudjemat, Z. Habbas, "GPU-based Bees Swarm Optimization for Association Rules Mining". In The Journal of Supercomputing 71(4): 1318-1344 (2015).
A. Bendjoudi, N. Melab, E-G. Talbi, "FTH-B&B: a Fault-Tolerant Hierarchical Branch and Bound for Large Scale Unreliable Environment. In IEEE Transactions on Computers, Vol. 99, doi: http://doi.ieeecomputersociety.org/10.1109/TC.2013.40, 2014.
Y. Djenouri, H. Derias, A. Bendjoudi, "Pruning Association Rules Using Meta Rules Extraction".
International Journal of Business Intelligence and Data Mining (IJBIDM) 9(2): 112-144, 2014.
N. Melab, I. Chakroun, A. Bendjoudi, "GPU-accelerated Bounding for Branch-and-Bound applied to a Permutation Problem using Data Access Optimization ". In Concurrency and Computation: Practice and Experience - John Wiley & Sons, Oct. 2014.
I. Chakroun, M-S. Mezmaz, N. Melab, A. Bendjoudi: Reducing thread divergence in a GPU-accelerated branch-and-bound algorithm. Concurrency and Computation: Practice and Experience 25(8): 1121-1136 (2013).
A. Bendjoudi, N. Melab, E-G. Talbi, " Hierarchical Branch and Bound Algorithm for Computational Grids", Future Generation Computer System (FGCS), 28(8): 1168-1176 (2012)
A. Bendjoudi, N. Melab, and E-G. Talbi, "An adaptive hierarchical master-worker (AHMW) framework for grids - Application to B&B algorithms", Journal of Parallel and Distributed Computing (JPDC), doi:10.1016/j.jpdc.2011.10.002, February 2012.
F. Benbouzid-Sitayeb, A. Bendjoudi, S. Benkhallat, C. Varnier, and N. Zerhouni. "Study of Maintenance Contribution to Joint Production and Preventive maintenance Scheduling in the Robustness Framework". International Journal of Product Development, Vol. 10, No.1/2/3 pages. 144 - 164, 2010. [www]
A. Bendjoudi, N. Melab, and E-G Talbi. "P2P design and implementation of a parallel branch and bound algorithm for grids". International Journal of Grid Utility and Computing, Vol. 1, No 2, issn 1741-847X, pages 159-168, 2009. [www]
Book chapters
L. Loukil, M. Mehdi, A. Bendjoudi , and N. Melab. "Parallel GPU-Accelerated Metaheuristics".
Book chapter in Designing scientific applications on GPUs, CRC Press, Taylor & Francis Group, Nov. 2013.
A. Bendjoudi, S. Guerdah, M. Mansoura, N. Melab, and E-G. Talbi. "P2P B&B and GA for the Flow-Shop Scheduling Problem". Book chapter in Metaheuristics for Scheduling: Distributed Computing Environments,
Studies in Computational Intelligence, Springer-Verlag, ISBN 978-3-540-69260-7, pages 301-321, September 2008.
Conferences and workshops
Y. Djenouri, A. Bendjoudi, D. Djenouri, M. Comuzzi, GPU-based Bio-inspired Model for Solving Association Rules Mining Problem, 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, St Petersburg, Russia, 06-08 March, 2017: 262-269.
A. Dabah, A. Bendjoudi, A. AitZai, D. El-Baz, N. Nouali-Taboudjemat: Multi and many-core parallel B&B approaches for the Blocking Job Shop Scheduling problem. HPCS 2016: 705-712
A. Dabah, A. Bendjoudi, A. AitZai: Efficient parallel B&B method for the blocking job shop scheduling problem. HPCS 2016: 784-791
A. Dabah, A. Bendjoudi, D. El Baz, A. AitZai: GPU-Based Two Level Parallel B&B for the Blocking Job Shop Scheduling Problem. IPDPS Workshops 2016: 747-755
H. Saadi, N. Nouali, A. Bendjoudi, Y. Djenouri, Malika Mehdi, A. Rahmoun, Bees swarm optimization for molecular docking, META'2016.
Y. Djenouri, A. Bendjoudi, M. Mehdi, Z. Habbas, N. Nouali-Taboudjemat: Data Reordering for Minimizing Threads Divergence in GPU-Based Evaluating Association Rules. DCAI 2015: 47-54
Y. Djenouri, A. Bendjoudi, D. Djenouri, Z. Habbas: Parallel BSO Algorithm for Association Rules Mining Using Master/Worker Paradigm. PPAM (1) 2015: 258-268
Y. Djenouri, A. Bendjoudi, N. Nouali-Taboudjemat, Z. Habbas. An Improved Evolutionary Approach for Association Rules Mining. The 9th International Conference on Bio-inspired Computing: Theories and Applications BIC-TA 2014: 93-97, Wuhan, China, October 16-19, 2014.
Y. Djenouri, Y. Gheraibia, M. Mehdi and A. Bendjoudi and N. Nouali-Taboudjemat.New Measure for Evaluating Association Rules. In the 6th IEEE International Conference on Pattern Recognition and Soft Computing, Tunis, Tunisia, August, 11-14, 2014.
Y. Djenouri, A. Bendjoudi, M. Mehdi, N. Nouali-Taboudjemat, Z. Habbas.Parallel Association Rules Mining Using GPUs and Bees Behaviors. In the 6th IEEE International Conference on Pattern Recognition and Soft Computing, Tunis, Tunisia, August, 11-14, 2014.
A. Benssam, A. Bendjoudi, S. Yahiaoui ; N. Nouali-Taboudjemat, O. Nouali. "Towards a Dynamic Evacuation System for Disaster Situations".
IEEE International Conference on Information and Communication
Technologies for Disaster Management (ICT-DM'2014), Algiers, Algeria,
March 24-25, 2014.
A. Bendjoudi, M. Chekini, M. Gharbi, M. Mehdi, K. Benatchba, F. Sitayeb-Benbouzid, N. Melab. "Parallel B&B Algorithm on Hybrid Multicore/GPU Architecture".
In IEEE International Conference on High Performance Computing and Communications, Zhangjiajie, China, November 13-15, 2013.
T-T Vu, B. Derbel, A. Ali, A. Bendjoudi, N. Melab. "Overlay-Centric Load Balancing: Applications to UTS and B&B".
IEEE Cluster'12, Beijin, China, September 24-28, 2012.
A. Bendjoudi, M. Mehdi, and N. Melab. "CPU/GPU Communication optimization in a GPU-based GA-B&B algorithm".
4th International Conference on Metaheuristics and Nature Inspired Computing META'12, Tunisia, October 27-31, 2012.
I. Chakroun, A. Bendjoudi, and N.Melab. "Reducing Thread Divergence in GPU-based B&B Applied to the Flow-shop problem".
9th International Conference on Parallel Processing and Applied
Mathematics PPAM'11, Poland, Torun, September 11-14, 2011.
A. Bendjoudi, N.Melab, and E-G Talbi. "H-B&B: A Hierarchical B&B for large scale environments". The Fourth IEEE International Scalable Computing Challenge IEEE/ACM CCGRID/SCALE'2011, Newport Beach, USA, May 23-26, 2011.
A. Bendjoudi, N.Melab, and E-G Talbi. "Fault-Tolerant Mechanism for Hierarchical Branch and Bound Algorithm". In Proc. of IEEE IPDPS'2011, Woks. on Large-Scale Parallel Processing (LSPP), May 16-20, Anchorage (Alaska), 2011. [ppt].
N. Nouali, N. Bouchama, A. Bendjoudi, A. Babakhouya, S. Yahiaoui, Y. Belhoul, H. Zeghilet, and N. Guellati. "Using Information Technology for Enhancing Disaster Management.". In Congrès National des Télécommunications et leurs Applications (CNTA' 09). Bejaia, Algeria. May 23-24, 2009. [pdf]
A. Bendjoudi, N.Melab, and E-G Talbi. "A Parallel P2P Branch-and-Bound Algorithm for Computational Grids".
Seventh International Workshop on Global and Peer-to-Peer Computing,
IEEE/ACM International Symposium on Cluster Computing and the Grid 2007
IEEE/ACM CCGRID 2007. Rio de Janeiro - Brasil / May 14-17, 2007. [pdf]
E-G Talbi, A. Bendjoudi, and N.Melab. "Parallel Branch and Bound on P2P Systems.". International Conference on Complex, Intelligent and Software Intensive Systems, IEEE/CISIS-2007, Vienna, Austria,
10-12 April 2007.
Ph.D. dissertation
Scalable and Fault Tolerant Hierarchical B&B Algorithms for Computational Grids. [Slides] [PDF]
Talks and Unpublished Works
A. Bendjoudi, and A. Babakhouya. " Infrastructures de communication pour la gestion des situations d'urgences et de catastrophes". CEntre de Recherche sur l'Information Scientifique et Technique CERIST, Juillet 2009. [ppt]
A. Bendjoudi, and N. Benalia. "Gestion des catastrophes : Infrastructures de communication". CEntre de Recherche sur l'Information Scientifique et Technique CERIST, Mai 2008. [ppt]
A. Bendjoudi. "Calcul parallèle à grande échelle". CEntre de Recherche sur l'Information Scientifique et Technique CERIST, Novembre 2006. [ppt]
A. Bendjoudi. " Optimisation Combinatoire sur Systèmes Distributés Pair à Pair". Mémoire de Magistère, Université de Béjaïa, 2006.
A. Bendjoudi, and S. Benkhellat. " Etude de l'Impact de la Maintenance sur la Robustesse des Ordonnancements en Présense de Perturbations". Mémoire d'Ingénieur, Ecole Supérieure d'Informatique ESI (ex INI) 2003.