Nouredine Melab

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 44

Top Venues

Concurr. Comput. Pract. Exp.

HPCS

CoRR

Future Gener. Comput. Syst.

Publications

Maxime Gobert, Guillaume Briffoteaux, Jan Gmys, Nouredine Melab, Daniel Tuyttens
Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization. Eng. Appl. Artif. Intell. 137 (2024)
Guillaume Helbecque, Ezhilmathi Krishnasamy, Nouredine Melab, Pascal Bouvry
GPU-Accelerated Tree-Search in Chapel Versus CUDA and HIP. IPDPS (Workshops) (2024)
Guillaume Helbecque, Tiago Carneiro, Nouredine Melab, Jan Gmys, Pascal Bouvry
PGAS Data Structure for Unbalanced Tree-Based Algorithms at Scale. ICCS (3) (2024)
Guillaume Briffoteaux, Nouredine Melab, Mohand Mezmaz, Daniel Tuyttens
Investigating surrogate-based hybrid acquisition processes. Application to Covid-19 contact mitigation. Appl. Soft Comput. 151 (2024)
Juliette Gamot, Mathieu Balesdent, Romain Wuilbercq, Arnault Tremolet, Nouredine Melab, El-Ghazali Talbi
Two-Level Algorithm Combining Bayesian Optimization and Swarm Intelligence for Variable-Size Optimal Layout Problems. GECCO Companion (2023)
Juliette Gamot, Mathieu Balesdent, Romain Wuilbercq, Arnault Tremolet, Nouredine Melab, El-Ghazali Talbi
A Virtual-Force Based Swarm Algorithm for Balanced Circular Bin Packing Problems. CoRR (2023)
Juliette Gamot, Mathieu Balesdent, Arnault Tremolet, Romain Wuilbercq, Nouredine Melab, El-Ghazali Talbi
Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles. Eng. Appl. Artif. Intell. 121 (2023)
Guillaume Helbecque, Jan Gmys, Nouredine Melab, Tiago Carneiro, Pascal Bouvry
Parallel distributed productivity-aware tree-search using Chapel. Concurr. Comput. Pract. Exp. 35 (27) (2023)
Guillaume Helbecque, Jan Gmys, Tiago Carneiro, Nouredine Melab, Pascal Bouvry
A performance-oriented comparative study of the Chapel high-productivity language to conventional programming environments. PMAM@PPoPP (2022)
Nikolaus Frohner, Jan Gmys, Nouredine Melab, Günther R. Raidl, El-Ghazali Talbi
Parallel Beam Search for Combinatorial Optimization. ICPP Workshops (2022)
Tiago Carneiro, Loizos Koutsantonis, Nouredine Melab, Emmanuel Kieffer, Pascal Bouvry
A Local Search for Automatic Parameterization of Distributed Tree Search Algorithms. IPDPS Workshops (2022)
Juliette Gamot, Mathieu Balesdent, Arnault Tremolet, Romain Wuilbercq, Nouredine Melab, El-Ghazali Talbi
Hidden-Variables Genetic Algorithm for Variable-Size Design Space Optimal Layout Problems with Application to Aerospace Vehicles. CoRR (2022)
Juliette Gamot, Romain Wuilbercq, Mathieu Balesdent, Arnault Tremolet, Nouredine Melab, El-Ghazali Talbi
Component Swarm Optimization Using Virtual Forces for Solving Layout Problems. ANTS Conference (2022)
Maxime Gobert, Jan Gmys, Jean-François Toubeau, Nouredine Melab, Daniel Tuyttens, François Vallée
Batch Acquisition for Parallel Bayesian Optimization - Application to Hydro-Energy Storage Systems Scheduling. Algorithms 15 (12) (2022)
Maxime Gobert, Jan Gmys, Jean-François Toubeau, Nouredine Melab, Daniel Tuyttens, François Vallée
Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems. IPDPS Workshops (2022)
Guillaume Briffoteaux, Romain Ragonnet, Pierre Tomenko, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
Comparing Parallel Surrogate-Based and Surrogate-Free Multi-objective Optimization of COVID-19 Vaccines Allocation. OLA (2022)
Guillaume Briffoteaux, Nouredine Melab, Mohand Mezmaz, Daniel Tuyttens
Hybrid Acquisition Processes in Surrogate-Based Optimization. Application to Covid-19 Contact Reduction. BIOMA (2022)
Nikolaus Frohner, Jan Gmys, Nouredine Melab, Günther R. Raidl, El-Ghazali Talbi
Parallel Beam Search for Combinatorial Optimization (Extended Abstract). SOCS (2022)
Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
A computationally efficient Branch-and-Bound algorithm for the permutation flow-shop scheduling problem. Eur. J. Oper. Res. 284 (3) (2020)
Nouredine Melab, Jan Gmys, Peter Korosec, Imen Chakroun
Synergy between parallel computing, optimization and simulation. J. Comput. Sci. 44 (2020)
Guillaume Briffoteaux, Maxime Gobert, Romain Ragonnet, Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
Parallel surrogate-assisted optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO. Swarm Evol. Comput. 57 (2020)
Guillaume Briffoteaux, Romain Ragonnet, Mohand-Said Mezmaz, Nouredine Melab, Daniel Tuyttens
Evolution Control for parallel ANN-assisted simulation-based optimization application to Tuberculosis Transmission Control. Future Gener. Comput. Syst. 113 (2020)
Tiago Carneiro, Jan Gmys, Nouredine Melab, Daniel Tuyttens
Towards ultra-scale Branch-and-Bound using a high-productivity language. Future Gener. Comput. Syst. 105 (2020)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes. CoRR (2020)
Jan Gmys, Tiago Carneiro, Nouredine Melab, El-Ghazali Talbi, Daniel Tuyttens
A comparative study of high-productivity high-performance programming languages for parallel metaheuristics. Swarm Evol. Comput. 57 (2020)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Bayesian Optimization using Deep Gaussian Processes. CoRR (2019)
Maxime Gobert, Jan Gmys, Jean-François Toubeau, François Vallée, Nouredine Melab, Daniel Tuyttens
Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants. HPCS (2019)
Tiago Carneiro, Nouredine Melab
An Incremental Parallel PGAS-based Tree Search Algorithm. HPCS (2019)
Tiago Carneiro, Nouredine Melab
Productivity-Aware Design and Implementation of Distributed Tree-Based Search Algorithms. ICCS (1) (2019)
Guillaume Briffoteaux, Nouredine Melab, Mohand Mezmaz, Daniel Tuyttens
An Adaptive Evolution Control based on Confident Regions for Surrogate-assisted Optimization. HPCS (2018)
Tiago Carneiro, Jan Gmys, Nouredine Melab, Francisco Heron de Carvalho Junior, Pedro Pedrosa Rebouças Filho, Daniel Tuyttens
Dynamic Configuration of CUDA Runtime Variables for CDP-Based Divide-and-Conquer Algorithms. VECPAR (2018)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Efficient Global Optimization using Deep Gaussian Processes. CoRR (2018)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, Ei-Ghazali Taibi, Nouredine Melab
Efficient Global Optimization Using Deep Gaussian Processes. CEC (2018)
Nouredine Melab, Jan Gmys, Mohand-Said Mezmaz, Daniel Tuyttens
many-core computing for many-task Branch-and-Bound applied to big optimization problems. Future Gener. Comput. Syst. 82 (2018)
Tiago Carneiro Pessoa, Jan Gmys, Francisco Heron de Carvalho Junior, Nouredine Melab, Daniel Tuyttens
GPU-accelerated backtracking using CUDA Dynamic Parallelism. Concurr. Comput. Pract. Exp. 30 (9) (2018)
Nouredine Melab, Albert Y. Zomaya, Imen Chakroun
Parallel optimization using/for multi and many-core high performance computing. J. Parallel Distributed Comput. 112 (2018)
Nouredine Melab, Mohand Mezmaz
Multi and many-core computing for parallel metaheuristics. Concurr. Comput. Pract. Exp. 29 (9) (2017)
Ekaterina Alekseeva, Mohand Mezmaz, Daniel Tuyttens, Nouredine Melab
Parallel multi-core hyper-heuristic GRASP to solve permutation flow-shop problem. Concurr. Comput. Pract. Exp. 29 (9) (2017)
Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
IVM-based parallel branch-and-bound using hierarchical work stealing on multi-GPU systems. Concurr. Comput. Pract. Exp. 29 (9) (2017)
Jan Gmys, Rudi Leroy, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
Work stealing with private integer-vector-matrix data structure for multi-core branch-and-bound algorithms. Concurr. Comput. Pract. Exp. 28 (18) (2016)
Jan Gmys, Mohand-Said Mezmaz, Nouredine Melab, Daniel Tuyttens
A GPU-based Branch-and-Bound algorithm using Integer-Vector-Matrix data structure. Parallel Comput. 59 (2016)
Gautier Vaillant, Mohand Mezmaz, Daniel Tuyttens, Nouredine Melab
Vectorization of local search for solving flow-shop scheduling problem on Xeon Phi™ MIC co-processors. HPCS (2016)
Imen Chakroun, Nouredine Melab
HB&B@GRID: An heterogeneous grid-enabled Branch and Bound algorithm. HPCS (2016)
Tiago Carneiro Pessoa, Jan Gmys, Nouredine Melab, Francisco Heron de Carvalho Junior, Daniel Tuyttens
A GPU-Based Backtracking Algorithm for Permutation Combinatorial Problems. ICA3PP (2016)
Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
IVM-Based Work Stealing for Parallel Branch-and-Bound on GPU. PPAM (1) (2015)
Imen Chakroun, Nouredine Melab
Towards a heterogeneous and adaptive parallel Branch-and-Bound algorithm. J. Comput. Syst. Sci. 81 (1) (2015)
Nouredine Melab, Rudi Leroy, Mohand Mezmaz, Daniel Tuyttens
Parallel Branch-and-Bound using private IVM-based work stealing on Xeon Phi MIC coprocessor. HPCS (2015)
Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi
A Multi-objective Evolutionary Algorithm for Cloud Platform Reconfiguration. IPDPS Workshops (2015)
Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
Multi-level and Multi-objective Survey on Cloud Scheduling. IPDPS Workshops (2014)
Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
A multi-start local search heuristic for an energy efficient VMs assignment on top of the OpenNebula cloud manager. Future Gener. Comput. Syst. 36 (2014)
Nouredine Melab, Imen Chakroun, Ahcène Bendjoudi
Graphics processing unit-accelerated bounding for branch-and-bound applied to a permutation problem using data access optimization. Concurr. Comput. Pract. Exp. 26 (16) (2014)
Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi
FTH-B&B: A Fault-Tolerant HierarchicalBranch and Bound for Large ScaleUnreliable Environments. IEEE Trans. Computers 63 (9) (2014)
Mohand Mezmaz, Rudi Leroy, Nouredine Melab, Daniel Tuyttens
A Multi-core Parallel Branch-and-Bound Algorithm Using Factorial Number System. IPDPS (2014)
Rudi Leroy, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
Work Stealing Strategies For Multi-Core Parallel Branch-and-Bound Algorithm Using Factorial Number System. PMAM (2014)
Nouredine Melab, Thé Van Luong, Karima Boufaras, El-Ghazali Talbi
ParadisEO-MO-GPU: a framework for parallel GPU-based local search metaheuristics. GECCO (2013)
Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
A Pareto-based metaheuristic for scheduling HPC applications on a geographically distributed cloud federation. Clust. Comput. 16 (3) (2013)
Ahcène Bendjoudi, Mehdi Chekini, Makhlouf Gharbi, Malika Mehdi, Karima Benatchba, Fatima Sitayeb-Benbouzid, Nouredine Melab
Parallel B&B Algorithm for Hybrid Multi-core/GPU Architectures. HPCC/EUC (2013)
Imen Chakroun, Mohand-Said Mezmaz, Nouredine Melab, Ahcène Bendjoudi
Reducing thread divergence in a GPU-accelerated branch-and-bound algorithm. Concurr. Comput. Pract. Exp. 25 (8) (2013)
Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi
Cost minimization of service deployment in a multi-cloud environment. IEEE Congress on Evolutionary Computation (2013)
Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
GPU Computing for Parallel Local Search Metaheuristic Algorithms. IEEE Trans. Computers 62 (1) (2013)
Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi
Cost Minimization of Service Deployment in a Public Cloud Environment. IPDPS Workshops (2013)
Trong-Tuan Vu, Bilel Derbel, Nouredine Melab
Adaptive Dynamic Load Balancing in Heterogeneous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search. LION (2013)
Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
A pareto-based genetic algorithm for optimized assignment of VM requests on a cloud brokering environment. IEEE Congress on Evolutionary Computation (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) (2012)
Nouredine Melab, Imen Chakroun, Mohand-Said Mezmaz, Daniel Tuyttens
A GPU-accelerated Branch-and-Bound Algorithm for the Flow-Shop Scheduling Problem CoRR (2012)
Thé Van Luong, Éric D. Taillard, Nouredine Melab, El-Ghazali Talbi
Parallelization Strategies for Hybrid Metaheuristics Using a Single GPU and Multi-core Resources. PPSN (2) (2012)
Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi
Hierarchical branch and bound algorithm for computational grids. Future Gener. Comput. Syst. 28 (8) (2012)
Imen Chakroun, Nouredine Melab
An Adaptative Multi-GPU Based Branch-and-Bound. A Case Study: The Flow-Shop Scheduling Problem. HPCC-ICESS (2012)
Imen Chakroun, Nouredine Melab
An Adaptative Multi-GPU based Branch-and-Bound. A Case Study: the Flow-Shop Scheduling Problem CoRR (2012)
Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
An energy-aware multi-start local search heuristic for scheduling VMs on the OpenNebula cloud distribution. HPCS (2012)
Trong-Tuan Vu, Bilel Derbel, Ali Asim, Ahcène Bendjoudi, Nouredine Melab
Overlay-Centric Load Balancing: Applications to UTS and B&B. CLUSTER (2012)
Nouredine Melab, Imen Chakroun, Mohand Mezmaz, Daniel Tuyttens
A GPU-accelerated Branch-and-Bound Algorithm for the Flow-Shop Scheduling Problem. CLUSTER (2012)
Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
GPU-Based Multi-start Local Search Algorithms. LION (2011)
Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi
Fault-Tolerant Mechanism for Hierarchical Branch and Bound Algorithm. IPDPS Workshops (2011)
Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
GPU-Based Approaches for Multiobjective Local Search Algorithms. A Case Study: The Flowshop Scheduling Problem. EvoCOP (2011)
Mathieu Djamaï, Bilel Derbel, Nouredine Melab
Distributed B&B: A Pure Peer-to-Peer Approach. IPDPS Workshops (2011)
Malika Mehdi, Jean-Claude Charr, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
A cooperative tree-based hybrid GA-B&B approach for solving challenging permutation-based problems. GECCO (2011)
Imen Chakroun, Ahcène Bendjoudi, Nouredine Melab
Reducing Thread Divergence in GPU-Based B&B Applied to the Flow-Shop Problem. PPAM (1) (2011)
Mohand-Said Mezmaz, Nouredine Melab, Yacine Kessaci, Young Choon Lee, El-Ghazali Talbi, Albert Y. Zomaya, Daniel Tuyttens
A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems. J. Parallel Distributed Comput. 71 (11) (2011)
Nouredine Melab, Thé Van Luong, Karima Boufaras, El-Ghazali Talbi
Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics. IWANN (1) (2011)
Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
A pareto-based GA for scheduling HPC applications on distributed cloud infrastructures. HPCS (2011)
Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
Parallel hybrid evolutionary algorithms on GPU. IEEE Congress on Evolutionary Computation (2010)
Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
GPU-based island model for evolutionary algorithms. GECCO (2010)
Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
Local Search Algorithms on Graphics Processing Units. A Case Study: The Permutation Perceptron Problem. EvoCOP (2010)
Mohand-Said Mezmaz, Yacine Kessaci, Young Choon Lee, Nouredine Melab, El-Ghazali Talbi, Albert Y. Zomaya, Daniel Tuyttens
A parallel island-based hybrid genetic algorithm for precedence-constrained applications to minimize energy consumption and makespan. GRID (2010)
Thé Van Luong, Lakhdar Loukil, Nouredine Melab, El-Ghazali Talbi
A GPU-based iterated tabu search for solving the quadratic 3-dimensional assignment problem. AICCSA (2010)
Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
Neighborhood Structures for GPU-Based Local Search Algorithms. Parallel Process. Lett. 20 (4) (2010)
Mohand-Said Mezmaz, Young Choon Lee, Nouredine Melab, El-Ghazali Talbi, Albert Y. Zomaya
A bi-objective hybrid genetic algorithm to minimize energy consumption and makespan for precedence-constrained applications using dynamic voltage scaling. IEEE Congress on Evolutionary Computation (2010)
Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
Large neighborhood local search optimization on graphics processing units. IPDPS Workshops (2010)
Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
Interval-based initialization method for permutation-based problems. IEEE Congress on Evolutionary Computation (2010)
Dragos Horvath, Lorraine Brillet, S. Roy, Sébastien Conilleau, Alexandru-Adrian Tantar, Jean-Charles Boisson, Nouredine Melab, El-Ghazali Talbi
Local vs. global search strategies in evolutionary GRID-based conformational sampling & docking. IEEE Congress on Evolutionary Computation (2009)
Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
Interval island model initialization for permutation-based problems. GECCO (2009)
Malika Mehdi, Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
P2P computing for large tree exploration-based exact optimisation. Int. J. Grid Util. Comput. 1 (3) (2009)
Lakhdar Loukil, Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
A parallel hybrid genetic algorithm-simulated annealing for solving Q3AP on computational grid. IPDPS (2009)
Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi
P2P design and implementation of a parallel branch and bound algorithm for grids. Int. J. Grid Util. Comput. 1 (2) (2009)
Jorge Tavares, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
The Impact of Local Search on Protein-Ligand Docking Optimization. HIS (2008)
Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
A grid-based genetic algorithm combined with an adaptive simulated annealing for protein structure prediction. Soft Comput. 12 (12) (2008)
Jorge Tavares, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
The Influence of Mutation on Protein-Ligand Docking Optimization: A Locality Analysis. PPSN (2008)
Malika Mehdi, Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
An Efficient Hybrid P2P Approach for Non-redundant Tree Exploration in B&B Algorithms. CISIS (2008)
Benjamin Parent, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Dragos Horvath
Grid-based evolutionary strategies applied to the conformational sampling problem. IEEE Congress on Evolutionary Computation (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nouredine Melab