Jan Gmys Ingénieur de recherche - Mésocentre de l'Université de Lille, Projet MesoNET

Publications

Article dans une revue (15)

A parallel memetic algorithm for qubit mapping on noisy intermediate-scale quantum machines Jérôme Rouzé,Nouredine Melab,Jan Gmys,Daniel Tuyttens Engineering Applications of Artificial Intelligence, 2025, 161, pp.112081. ⟨10.1016/j.engappai.2025.112081⟩ Article dans une revue hal-05264970v1
Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization Maxime Gobert,Guillaume Briffoteaux,Jan Gmys,Nouredine Melab,Daniel Tuyttens Engineering Applications of Artificial Intelligence, 2024, 137, pp.109075. ⟨10.1016/j.engappai.2024.109075⟩ Article dans une revue hal-04707543v1
Parallel Distributed Productivity-aware Tree-Search using Chapel Guillaume Helbecque,Jan Gmys,Nouredine Melab,Tiago Carneiro,Pascal Bouvry Concurrency and Computation: Practice and Experience, 2023, 35 (27), pp.e7874. ⟨10.1002/cpe.7874⟩ Article dans une revue hal-04165491v1
Exactly Solving Hard Permutation Flowshop Scheduling Problems on Peta-Scale GPU-Accelerated Supercomputers Jan Gmys INFORMS Journal on Computing, In press, ⟨10.1287/ijoc.2022.1193⟩ Article dans une revue hal-03689608v1
Batch Acquisition for Parallel Bayesian Optimization—Application to Hydro-Energy Storage Systems Scheduling Maxime Gobert,Jan Gmys,Jean-François Toubeau,Nouredine Melab,Daniel Tuyttenset al. Algorithms, 2022, 15 (12), pp.446. ⟨10.3390/a15120446⟩ Article dans une revue hal-03930078v1
Towards ultra-scale Branch-and-Bound using a high-productivity language Tiago Carneiro,Jan Gmys,Nouredine Melab,Daniel Tuyttens Future Generation Computer Systems, 2020, SI: On The Road to Exascale II: Advances on High Performance Computing and Simulations, 105, pp.196-209. ⟨10.1016/j.future.2019.11.011⟩ Article dans une revue hal-02371238v1
Synergy between parallel computing, optimization and simulation Nouredine Melab,Jan Gmys,Peter Korošec,Imen Chakroun Journal of computational science, 2020, 44, pp.101168. ⟨10.1016/j.jocs.2020.101168⟩ Article dans une revue hal-02919422v1
A comparative study of high-productivity high-performance programming languages for parallel metaheuristics Jan Gmys,Tiago Carneiro,Nouredine Melab,El-Ghazali Talbi,Daniel Tuyttens Swarm and Evolutionary Computation, 2020, 57, ⟨10.1016/j.swevo.2020.100720⟩ Article dans une revue hal-02879767v1
Parallel Surrogate-assisted Optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO Guillaume Briffoteaux,Maxime Gobert,Romain Ragonnet,Jan Gmys,Mohand Mezmazet al. Swarm and Evolutionary Computation, 2020, pp.100717. ⟨10.1016/j.swevo.2020.100717⟩ Article dans une revue hal-02767541v1
A computationally efficient Branch-and-Bound algorithm for the permutation flow-shop scheduling problem Jan Gmys,Mohand Mezmaz,Nouredine Melab,Daniel Tuyttens European Journal of Operational Research, 2020, 284 (3), pp.814-833. ⟨10.1016/j.ejor.2020.01.039⟩ Article dans une revue hal-02421229v1
Multi-core versus Many-core Computing for Many-task Branch-and-Bound applied to Big Optimization Problems Nouredine Melab,Jan Gmys,Mohand Mezmaz,Daniel Tuyttens Future Generation Computer Systems, 2018, 82, pp.20. ⟨10.1016/j.future.2016.12.039⟩ Article dans une revue hal-01419079v1
GPU-accelerated backtracking using CUDA dynamic parallelism Tiago Carneiro Pessoa,Jan Gmys,Francisco Heron de Carvalho Junior,Nouredine Melab,Daniel Tuyttens Concurrency and Computation: Practice and Experience, 2018, 30 (9), ⟨10.1002/cpe.4374⟩ Article dans une revue hal-01919514v1
IVM-based parallel branch-and-bound using hierarchical work stealing on multi-GPU systems Jan Gmys,Mohand Mezmaz,Nouredine Melab,Daniel Tuyttens Concurrency and Computation: Practice and Experience, 2017, 29 (9), ⟨10.1002/cpe.4019⟩ Article dans une revue hal-01419072v1
Work Stealing with Private Integer-Vector-Matrix Data Structure for Multi-core Branch-and-Bound Algorithms Jan Gmys,Rudi Leroy,Mohand Mezmaz,Nouredine Melab,Daniel Tuyttens Concurrency and Computation: Practice and Experience, 2016, ⟨10.1002/cpe.3771⟩ Article dans une revue istex hal-01248336v1
A GPU-based Branch-and-Bound algorithm using Integer-Vector-Matrix data structure Jan Gmys,Mohand Mezmaz,Nouredine Melab,Daniel Tuyttens Parallel Computing, 2016, Parallel Computing, 59, pp.119-139. ⟨10.1016/j.parco.2016.01.008⟩ Article dans une revue hal-01389471v1

Communication dans un congrès (14)

Productivity-aware Parallel Distributed Tree-Search for Exact Optimization Guillaume Helbecque,Jan Gmys,Nouredine Melab,Tiago Carneiro,Pascal Bouvry International Conference on Optimization and Learning (OLA 2023), May 2023, Malaga, Spain Communication dans un congrès hal-04096195v1
Towards a scalable load balancing for productivity-aware tree-search Guillaume Helbecque,Jan Gmys,Tiago Carneiro,Nouredine Melab,Pascal Bouvry The 10th Annual Chapel Implementers and Users Workshop, Jun 2023, online, United States Communication dans un congrès hal-04117159v1
Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems Maxime Gobert,Jan Gmys,Jean-François Toubeau,Nouredine Melab,Daniel Tuyttenset al. IPDPSw PDCO - Parallel / Distributed Combinatorics and Optimization, May 2022, Lyon (remote), France. ⟨10.1109/IPDPSW55747.2022.00133⟩ Communication dans un congrès hal-03701671v1
Parallel Beam Search for Combinatorial Optimization Nikolaus Frohner,Jan Gmys,Nouredine Melab,Günter Raidl,El-Ghazali Talbi International Workshop on Parallel and Distributed Algorithms and Decision Sciences (PDADS 2022), Aug 2022, Bordeaux, France Communication dans un congrès hal-03773423v1
Parallel Beam Search for Combinatorial Optimization Nikolaus Frohner,Jan Gmys,Nouredine Melab,Günther R. Raidl,El-Ghazali Talbi SoCS 2022 - 15th International Symposium on Combinatorial Search, Jul 2022, Vienne, Austria. ⟨10.1609/socs.v15i1.21783⟩ Communication dans un congrès hal-03689638v1
A performance-oriented comparative study of the Chapel high-productivity language to conventional programming environments Guillaume Helbecque,Jan Gmys,Tiago Carneiro,Nouredine Melab,Pascal Bouvry 13th International Workshop on Programming Models and Applications for Multicores and Manycores (PMAM'22), Apr 2022, Séoul, South Korea. pp.21-29, ⟨10.1145/3528425.3529104⟩ Communication dans un congrès hal-03629798v1
Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics Johann Dreo,Arnaud Liefooghe,Sébastien Verel,Marc Schoenauer,Juan J. Mereloet al. GECCO 2021 - Genetic and Evolutionary Computation Conference, ACM Sigevo, Jul 2021, Lille / Virtual, France. pp.1522-1530, ⟨10.1145/3449726.3463276⟩ Communication dans un congrès pasteur-03220556v1
Space Partitioning with multiple models for Parallel Bayesian Optimization Maxime Gobert,Jan Gmys,Nouredine Melab,Daniel Tuyttens OLA 2021 - Optimization and Learning Algorithm, Jun 2021, Sicilia / Virtual, Italy Communication dans un congrès hal-03324642v1
Towards Adaptive Space Partitioning for Large-scale Parallel Bayesian Optimization Maxime Gobert,Jan Gmys,Nouredine Melab,Daniel Tuyttens OLA'2020 - International Conference on Optimization and Learning, Feb 2020, Cadix, Spain Communication dans un congrès hal-02898960v1
Adaptive Space Partitioning for Parallel Bayesian Optimization Maxime Gobert,Jan Gmys,Nouredine Melab,Daniel Tuyttens HPCS 2020 - 18th International Conference on High Performance Computing & Simulation, Dec 2020, Barcelona / Virtual, Spain Communication dans un congrès hal-03121209v1
Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants Maxime Gobert,Jan Gmys,Jean-François Toubeau,Francois Vallee,Nouredine Melabet al. PaCOS 2019 - International Workshop on the Synergy of Parallel Computing, Optimization and Simulation (part of HPCS 2019), Jul 2019, Dublin, Ireland Communication dans un congrès hal-02178314v1
Dynamic Configuration of CUDA Runtime Variables for CDP-based Divide-and-Conquer Algorithms Tiago Carneiro,Jan Gmys,Nouredine Melab,Francisco Heron de Carvalho Junior,Pedro Pedrosa Rebouças Filhoet al. VECPAR 2018 - 13th International Meeting on High Performance Computing for Computational Science, Sep 2018, São Pedro, Brazil Communication dans un congrès hal-01919532v1
A GPU-Based Backtracking Algorithm for Permutation Combinatorial Problems Tiago Carneiro Pessoa,Jan Gmys,Nouredine Melab,de Carvalho Junior Francisco Heron,Daniel Tuyttens 16th International Conference, ICA3PP 2016, Dec 2016, Granada, Spain. pp.15, ⟨10.1007/978-3-319-49583-5_24⟩ Communication dans un congrès hal-01419073v1
IVM-based Work Stealing for Parallel Branch-and-Bound on GPU Jan Gmys,Mohand Mezmaz,N Melab,D Tuyttens 11th Intl. Conf. on Parallel Processing and Applied Mathematics, Sep 2015, Krakov, Poland Communication dans un congrès hal-01248329v1

Chapitre d'ouvrage (1)

Many-core Branch-and-Bound for GPU accelerators and MIC coprocessors Nouredine Melab,Jan Gmys,Mohand Mezmaz,Daniel Tuyttens T. Bartz-Beielstein; B. Filipic; P. Korosec; E-G. Talbi. High-Performance Simulation-Based Optimization, 833, Springer, pp.16, 2019, Studies in Computational Intelligence, ISBN 978-3-030-18763-7 Chapitre d'ouvrage hal-01924766v1

Pré-publication, Document de travail (1)

Solving large permutation flow-shop scheduling problems on GPU-accelerated supercomputers Jan Gmys 2021 Pré-publication, Document de travail hal-03079700v1

Thèse (1)

Heterogeneous cluster computing for many-task exact optimization - Application to permutation problems Jan Gmys Distributed, Parallel, and Cluster Computing [cs.DC]. Université de Mons (UMONS); Université de Lille, 2017. English. ⟨NNT : ⟩ Thèse tel-01652000v1