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Stéphane Vialle

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Publications

Parallel and accurate k-means algorithm on CPU-GPU architectures for spectral clustering

Guanlin He , Stephane Vialle , Marc Baboulin
Concurrency and Computation: Practice and Experience, 2021, pp.e6621. ⟨10.1002/cpe.6621⟩
Journal articles hal-03468039v1
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Synthesis and feedback on the distribution and parallelization of FMI-CS-based co-simulations with the DACCOSIM platform

Cherifa Dad , Jean-Philippe Tavella , Stéphane Vialle
Parallel Computing, 2021, 106, pp.102802. ⟨10.1016/j.parco.2021.102802⟩
Journal articles hal-03468312v1

Pricing derivatives on graphics processing units using Monte Carlo simulation

Lokman A. Abbas-Turki , Stéphane Vialle , Bernard Lapeyre , Patrick Mercier
Concurrency and Computation: Practice and Experience, 2014, 26 (9), pp.1679-1697. ⟨10.1002/cpe.2862⟩
Journal articles hal-00773740v1

Parallel SPN on Multi-Core CPUS and Many-Core GPUS

Wilfried Kirschenmann , Laurent Plagne , Angélique Ponçot , Stéphane Vialle
Transport Theory and Statistical Physics, 2010, 39 (2-4), pp.255-281. ⟨10.1080/00411450.2010.533741⟩
Journal articles hal-00556812v1

Design of a Multi-Strategy Parallelization for an Entire Application of Document Categorization on Low-Cost Multiprocessor PCs

Stéphane Vialle , Guillaume Schaeffer , Michel Ianotto
Studia Informatica Universalis, 2004, 3 (1), pp.61-84
Journal articles hal-01301161v1

Parallel simulation of a stochastic agent/environment interaction model

Makram Bouzid , Vincent Chevrier , Stéphane Vialle , François Charpillet
Integrated Computer-Aided Engineering, 2001, 8 (3), pp.189-203. ⟨10.3233/ICA-2001-8302⟩
Journal articles inria-00100406v1

Génération conditionelle et inconditionelle de signaux sismiques à l'aide de modèles de diffusion

Hugo Gabrielidis , Filippo Gatti , Stéphane Vialle
16ème Colloque National en Calcul de Structures, CNRS, CSMA, ENS Paris-Saclay, CentraleSupélec, May 2024, Giens, France
Conference papers hal-04610943v1
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Génération conditionnelle et inconditionnelle de signaux sismiques à l'aide de modèles de diffusion.

Hugo Gabrielidis , Filippo Gatti , Stéphane Vialle , Gottfried Jacquet
CSMA 2024 16ème Colloque National en Calcul des Structures, Association Calcul des Structures et Modélisation (CSMA), May 2024, Presqu’île de Giens (Var) Giens (Var), France
Conference papers hal-04531795v2
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Experimenting with hybrid quantum optimization in HPC software stack for CPU register allocation

Brice Chichereau , Stéphane Vialle , Patrick Carribault
Third International Workshop on Integrating High-Performance and Quantum Computing (WIHPQC 2023) in IEEE Quantum Week 2023 (QCE), Sep 2023, Bellevue, United States
Conference papers hal-04272048v1

Feedback from a data center for education at CentraleSupélec engineering school

Jérémy Fix , Stéphane Vialle , Remi Hellequin , Claudine Mercier , Patrick Mercier
2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), May 2022, LYON (Université Lyon 3), France. pp.330-337, ⟨10.1109/IPDPSW55747.2022.00065⟩
Conference papers hal-04556247v1
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Scalable Algorithms Using Sparse Storage for Parallel Spectral Clustering on GPU

Guanlin He , Stephane Vialle , Nicolas Sylvestre , Marc Baboulin
IFIP International Conference on Network and Parallel Computing (NPC 2021), Christophe Cérin; Depei Qian; Jean-Luc Gaudiot; Guangming Tan; Stéphane Zuckerman, Nov 2021, Paris, France. pp.40-52, ⟨10.1007/978-3-030-93571-9_4⟩
Conference papers hal-04138695v1
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Parallelization of the k-means Algorithm in a Spectral Clustering Chain on CPU-GPU Platforms

Guanlin He , Stéphane Vialle , Marc Baboulin
HeteroPar Workshop of 2020 Euro-Par International Conference, Aug 2020, Warsaw, Poland
Conference papers hal-02985021v1
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Daccosim NG: co-simulation made simpler and faster

José Évora Gómez , José Juan Hernández Cabrera , Jean-Philippe Tavella , Stéphane Vialle , Enrique Kremers
13th International Modelica Conference 2019, Mar 2019, Regensburg, Germany
Conference papers hal-02121346v1

A Simple Guideline for Code Optimizations on Modern Architectures with OpenACC and CUDA

Ludomir Oteski , Guillaume Colin-De-Verdière , Sylvain Contassot-Vivier , Stephane Vialle , Juliet Ryan
GPU Technology Conference 2017, NVIDIA, May 2017, San Jose, United States
Conference papers hal-01527684v1

Towards an Efficient CPU-GPU Code Hybridization: a Simple Guideline for Code Optimizations on Modern Architecture with OpenACC and CUDA

Ludomir Oteski , Guillaume Colin de Verdiere , Sylvain Contassot-Vivier , Stephane Vialle , Juliette Ryan
GPU Technology Conference (GTC), Oct 2017, Munich, Germany
Conference papers hal-01651967v1
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Scaling FMI-CS Based Multi-Simulation Beyond Thousand FMUs on Infiniband Cluster

Stéphane Vialle , Jean-Philippe Tavella , Cherifa Dad , Remi Corniglion , Mathieu Caujolle
12th International Modelica Conference 2017, May 2017, Prague, Czech Republic
Conference papers hal-01527682v1
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Scaling of Distributed Multi-Simulations on Multi-Core Clusters

Cherifa Dad , Stephane Vialle , Mathieu Caujolle , Jean-Philippe Tavella , Michel Ianotto
25th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE-2016), Jun 2016, Paris, France
Conference papers hal-01332628v1
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Generic algorithmic scheme for 2D stencil applications on hybrid machines

Stéphane Vialle , Sylvain Contassot-Vivier , Patrick Mercier
ARCS 2016 - Architecture of Computing Systems, Apr 2016, Nuremberg, Germany. ⟨10.1007/978-3-319-30695-7_9⟩
Conference papers hal-01263242v1
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Toward an Accurate and Fast Hybrid Multi-Simulation with the FMI-CS Standard

Jean-Philippe Tavella , Mathieu Caujolle , Stéphane Vialle , Cherifa Dad , Charles Tan
21 st International Conference on: Emerging Technologies and Factory Automation (ETFA-2016), Sep 2016, Berlin, Germany
Conference papers hal-01371499v1
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Algorithmic scheme for hybrid computing with CPU, Xeon-Phi/MIC and GPU devices on a single machine

Sylvain Contassot-Vivier , Stéphane Vialle
International Conference on Parallel Computing 2015 (ParCo 2015), Sep 2015, Edinburgh, United Kingdom. pp.1-10, ⟨10.3233/978-1-61499-621-7-25⟩
Conference papers hal-01258499v1

FMI-Based Distributed Multi-Simulation with DACCOSIM

Virginie Galtier , Stéphane Vialle , Cherifa Dad , Jean-Philippe Tavella , Jean-Philippe Lam-Yee-Mui
Symposium on Theory of Modeling and Simulation - TMS'15, Apr 2015, Alexandria, VA, United States. pp.804-811
Conference papers hal-01155707v1
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Resource Centered Computing delivering high parallel performance

Jens Gustedt , Stéphane Vialle , Patrick Mercier
Heterogeneity in Computing Workshop (HCW 2014), May 2014, Phenix, AZ, United States
Conference papers hal-00921128v1

Simulations et co-simulations distribuées

Virginie Galtier , Stéphane Vialle
Seminar of "Réseau SI EDF R&D", Dec 2013, Paris, France
Conference papers hal-00920837v1

Energy issues of GPU computing clusters

Stéphane Vialle
Colloquium EJC-ICT 2012 on "Towards ecological and energy efficient Information and Communication Technology", Nov 2012, Lyon, France
Conference papers hal-00778607v1
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FT-GReLoSSS: a Skeletal-Based Approach towards Application Parallelization and Low-Overhead Fault Tolerance

Constantinos Makassikis , Stéphane Vialle , Xavier Warin
20th Euromicro International Conference on Parallel, Distributed and Network-Based Computing - PDP 2012, Feb 2012, Garching, Germany. 8 p
Conference papers hal-00681664v1

A Javaspace-Based Framework for Efficient Fault-Tolerant Master-Worker Distributed Applications

Virginie Galtier , Constantinos Makassikis , Stéphane Vialle
19th Euromicro International Conference on Parallel, Distributed and Network-Based Processing -PDP 2011, Feb 2011, Ayia Napa, Cyprus. pp.272-276, ⟨10.1109/PDP.2011.82⟩
Conference papers hal-00618249v1

Graphical Processing Units (GPUs): Opportunities and Challenges

Tarek El-Ghazawi , Frédéric Pinel , El-Ghazali Talbi , Stéphane Vialle , Pascal Bouvry
International Conference on High Performance Computing and Simulation - HPCS 2011, Jul 2011, Istanbul, Turkey. pp.1-11, ⟨10.1109/HPCSim.2011.5999795⟩
Conference papers hal-00652824v1
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Multi-Target Vectorization With MTPS C++ Generic Library

Wilfried Kirschenmann , Laurent Plagne , Stéphane Vialle
PARA 2010 : State of the Art in Scientific and Parallel Computing, Jun 2010, Reykjavik, Iceland. 4 p
Conference papers hal-00491980v1
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InterCell: a Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications

Jens Gustedt , Stéphane Vialle , Hervé Frezza-Buet , d'Havh Boumba Sitou , Nicolas Fressengeas
PARA 2010 - 10th International Conference on Applied Parallel and Scientific Computing, Jun 2010, Reykjavík, Iceland. pp.282-292, ⟨10.1007/978-3-642-28151-8⟩
Conference papers hal-00645121v1
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InterCell: a Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications

Jens Gustedt , Stéphane Vialle , Hervé Frezza-Buet , d'Havh Boumba Sitou , Nicolas Fressengeas
PARA 2010 : State of the Art in Scientific and Parallel Computing, Jun 2010, Reykjavick, Iceland. 4 p
Conference papers hal-00491969v1

Optimizing computing and energy performances on GPU clusters: experimentation on a PDE solver

Sylvain Contassot-Vivier , Stéphane Vialle , Thomas Jost
1st Year workshop of the COST Action IC0804, Apr 2010, Passau, Germany. pp.50-54
Conference papers hal-00517374v1

Toward a Multi-Target Linear Algebra Library for GPUs and Multicore CPUs

Laurent Plagne , Wilfried Kirschenmann , Stéphane Vialle
SIAM Conference on Parallel Processing for Scientific Computing (PP10), Feb 2010, Seattle, Washington, United States. pp.MS55
Conference papers hal-00525899v1
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Impact of Asynchronism on GPU Accelerated Parallel Iterative Computations

Sylvain Contassot-Vivier , Thomas Jost , Stéphane Vialle
PARA 2010 - 10th International Conference on Applied Parallel and Scientific Computing, Jun 2010, Reykjavík, Iceland. pp.43-53, ⟨10.1007/978-3-642-28151-8_5⟩
Conference papers hal-00685153v1
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Impact of asynchronism on GPU accelerated parallel iterative computations

Sylvain Contassot-Vivier , Thomas Jost , Stéphane Vialle
PARA 2010 : State of the Art in Scientific and Parallel Computing, Jun 2010, Reykjavik, Iceland. 4 p
Conference papers hal-00491976v1
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Multi-Target Vectorization with MTPS C++ Generic Library

Wilfried Kirschenmann , Laurent Plagne , Stéphane Vialle
PARA 2010 - 10th International Conference on Applied Parallel and Scientific Computing, Jun 2010, Reykjavík, Iceland. pp.336-346, ⟨10.1007/978-3-642-28145-7_33⟩
Conference papers hal-00685159v1

A Skeletal-Based Approach for the Development of Fault-Tolerant SPMD Applications

Constantinos Makassikis , Virginie Galtier , Stéphane Vialle
The 11th International Conference on Parallel and Distributed Computing, Applications and Technologies - PDCAT 2010, Dec 2010, Wuhan, China. ⟨10.1109/PDCAT.2010.89⟩
Conference papers inria-00548953v1

An efficient multi-algorithms sparse linear solver for GPUs

Thomas Jost , Sylvain Contassot-Vivier , Stéphane Vialle
ParCo2009, Frédéric Desprez, Sep 2009, Lyon, France
Conference papers inria-00430520v1

Cellular based simulation of semiconductors thin films

d'Havh Boumba Sitou , Sidi Ould Saad Hamady , Nicolas Fressengeas , Hervé Frezza-Buet , Stéphane Vialle
Innovations in Thin Film Processing and Characterization - ITFPC 09, Nov 2009, Nancy, France
Conference papers hal-00433062v1

Massively Parallel Solving of 3D Simplified PN Equations on Graphics Processing Units

Wilfried Kirschenmann , Laurent Plagne , Stéphane Ploix , Angélique Ponçot , Stéphane Vialle
2009 International Conference on Mathematics Computational Methods and Reactor Physics - M&C 2009, May 2009, Saratoga Springs, New York, United States. Proceedings on CD-ROM (12 p.)
Conference papers hal-00390291v1

Multi-target C++ implementation of parallel skeletons

Wilfried Kirschenmann , Laurent Plagne , Stéphane Vialle
8th workshop on Parallel/High-Performance Object-Oriented Scientific Computing - POOSC'09, Jul 2009, Genova, Italy. pp.1-10, ⟨10.1145/1595655.1595662⟩
Conference papers hal-00437542v1

Large Scale Experiment and Optimization of a Distributed Stochastic Control Algorithm. Application to Energy Management Problems

Pascal Vezolle , Stéphane Vialle , Xavier Warin
International workshop on Large-Scale Parallel Processing 2009 part of IPDPS, May 2009, Rome, Italy. Proceedings on CD-ROM (8 p.), ⟨10.1109/IPDPS.2009.5161096⟩
Conference papers hal-00390290v1

Solveur linéaire sur GPU

Thomas Jost , Sylvain Contassot-Vivier , Stéphane Vialle
Journée jeunes chercheurs sur les Multiprocesseurs et Multicoeurs, Jun 2009, Paris, France
Conference papers inria-00430529v1

Algorithmes itératifs asynchrones et grappe de GPUs

Sylvain Contassot-Vivier , Stéphane Vialle , Thomas Jost
Journée jeunes chercheurs sur les Multiprocesseurs et Multicoeurs, Jun 2009, Paris, France
Conference papers inria-00430524v1

Implementation of the AdaBoost Algorithm for Large Scale Distributed Environments: Comparing JavaSpace and MPJ

Virginie Galtier , Stéphane Genaud , Stéphane Vialle
Fifteenth International Conference on Parallel and Distributed Systems (ICPADS'09), Dec 2009, Shenzhen, China. ⟨10.1109/ICPADS.2009.67⟩
Conference papers inria-00425518v1

High Dimensional Pricing of Exotic European Contracts on a GPU Cluster, and Comparison to a CPU Cluster

Lokman A. Abbas-Turki , Stéphane Vialle , Bernard Lapeyre , Patrick Mercier
Second International Workshop on Parallel and Distributed Computing in Finance - PDCoF 2009, May 2009, Rome, Italy. Proceedings on CD-ROM (8 p.), ⟨10.1109/IPDPS.2009.5161143⟩
Conference papers hal-00390289v1
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Large Scale Distribution of Stochastic Control Algorithms for Financial Applications

Constantinos Makassikis , Stéphane Vialle , Xavier Warin
PDCoF08, Apr 2008, Miami, United States. pp.1-8, ⟨10.1109/IPDPS.2008.4536454⟩
Conference papers hal-00290440v1
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A N-dimensional Stochastic Control Algorithm for Electricity Asset Management on PC cluster and Blue Gene Supercomputer

Stéphane Vialle , Xavier Warin , Patrick Mercier
PARA 2008, May 2008, Trondheim, Norway. 4 p
Conference papers hal-00291814v1
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Stochastic control optimization & simulation applied to energy management: From 1-D to N-D problem distributions, on clusters, supercomputers and Grids

Stéphane Vialle , Xavier Warin , Constantinos Makassikis , Patrick Mercier
Grid@Mons conference, May 2008, Mons, Belgium
Conference papers hal-00291821v1
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An Interactive Problem Modeller and PDE Solver, Distributed on Large Scale Architectures

Nicolas Fressengeas , Hervé Frezza-Buet , Jens Gustedt , Stéphane Vialle
Third International Workshop on Distributed Frameworks for Multimedia Applications - DFMA '07, Jun 2007, Paris, France
Conference papers inria-00139660v1

Distribution of a Stochastic Control Algorithm Applied to Gas Storage Valuation

Constantinos Makassikis , Stéphane Vialle , Xavier Warin
2007 IEEE International Symposium on Signal Processing and Information Technology - ISSPIT-2007, Dec 2007, Cairo, Egypt. pp.493-498, ⟨10.1109/ISSPIT.2007.4458002⟩
Conference papers hal-00246680v1
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AdaBoost Parallelization on PC Clusters with Virtual Shared Memory for Fast Feature Selection

Virginie Galtier , Olivier Pietquin , Stéphane Vialle
IEEE International Conference on Signal Processing and Communication, Nov 2007, Dubai, United Arab Emirates. pp.165-168
Conference papers hal-00216041v1

Fine Grained Computations and Interactive Distributed Applications: Two important Issues in Parallel, Distributed and Grid Computing

Stéphane Vialle
In ricordo di Amelia, Jun 2007, Potenza, Italy
Conference papers hal-00291827v1
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The parXXL Environment: Scalable Fine Grained Development for Large Coarse Grained Platforms

Jens Gustedt , Stéphane Vialle , Amelia de Vivo
PARA-06: Worshop on state-of-the-art in scientific and parallel computing, Jun 2006, Umea, Sweden. pp.1094-1104, ⟨10.1007/978-3-540-75755-9_127⟩
Conference papers hal-00280094v1

A Generic Distributed Architecture for Business Computations. Application to Financial Risk Analysis

Arnaud Defrance , Stéphane Vialle , Morgann Wauquier , Philippe Akim , Denny Dewnarain
2nd International Conference on Distributed Frameworks for Multimedia Applications., May 2006, Penang, Malaysia. pp.1-8, ⟨10.1109/DFMA.2006.296915⟩
Conference papers hal-00243145v1
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A Fault Tolerant and Multi-Paradigm Grid Architecture for Time Constrained Problems. Application to Financial Option Pricing

Sébastien Bezinne , Virginie Galtier , Stéphane Vialle , Françoise Baude , Mireille Bossy
2nd IEEE International Conference on e-Science and Grid Computing - e-science'06, S. Kawata, Dec 2006, Amsterdam, Netherlands. pp.49, ⟨10.1109/E-SCIENCE.2006.261133⟩
Conference papers inria-00121828v1
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parXXL: A Fine Grained Development Environment on Coarse Grained Architectures

Jens Gustedt , Stéphane Vialle , Amelia de Vivo
Workshop on State-of-the-Art in Scientific and Parallel Computing - PARA'06, Jun 2006, Umeå/Sweden, Sweden
Conference papers inria-00103772v1
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Making Cortically-Inspired Sensorimotor Control Realistic for Robotics: Design of an Extended Parallel Cellular Programming Model

Olivier Ménard , Stéphane Vialle , Hervé Frezza-Buet
International Conference on Advances in Intelligent Systems - Theory and Applications - AISTA 2004, Nov 2004, Luxembourg, 6 p
Conference papers inria-00099899v1

Parallel simulation of photorefractive material for the design of all-optical components

Frédéric Lhommé , Delphine Wolfersberger , Stéphane Vialle , Nicolas Fressengeas
Applied parallel computing : advanced scientific computing (Espoo, 15-18 June 2002), Jun 2002, Espoo, Finland. pp.578-587
Conference papers hal-00481165v1

GRID 2002

Jens Gustedt , Emmanuel Jeannot , Jean-Louis Pazat , Stéphane Vialle
Ecole thèmatique sur la globalisation des ressources informatiques et des données, Emmanuel Jeannot, Dec 2002, Aussois, France
Conference papers inria-00100881v1

Modélisation stochastique d'une population de neurones, méta-apprentissage dans un problème de classification

Bruno Scherrer , Frédéric Alexandre , François Charpillet , Stéphane Vialle
Neurosciences et sciences de l'ingénieur, 2000, Dinard, France, 4 p
Conference papers inria-00099114v1

A Stochastic Model of Interaction for Situated Agents and its Parallel Implementation

Makram Bouzid , Vincent Chevrier , Stéphane Vialle , François Charpillet
International Conference on Artificial and Computational Intelligence for Decision, Control and Automation in Engineering and Industrial Applications - ACIDCA'2000, 2000, Monastir, Tunisie, pp.26-31
Conference papers inria-00099346v1

Une bibliothèque de développement parallèle de réseaux neuromimétiques

Yann Boniface , Frédéric Alexandre , Stéphane Vialle
Journées Scientifiques du Centre Charles Hermite, Centre Charles Hermite, 2000, Nancy, France, 1 p
Conference papers inria-00099367v1
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Parallélisation d'un simulateur d'agents situés

Makram Bouzid , Vincent Chevrier , François Charpillet , Stéphane Vialle
Journées Scientifiques Centre Charles Hermite, 2000, Nancy, France, pp.16-18
Conference papers inria-00099023v1

ParCeL-3: A Parallel Programming Language Based on Concurrent Cells and Multiple Clocks

Stéphane Vialle , Makram Bouzid , Vincent Chevrier , François Charpillet
International Conference on Software Engineering Applied to Networking and Parallel/Distributed Computing - SNPd'00, 2000, Reims, France, 4 p
Conference papers inria-00099357v1

Un environnement de simulation orienté Agents : apport des modèles stochastiques et du parallélisme

Makram Bouzid , Vincent Chevrier , Stéphane Vialle , François Charpillet
Ingénierie des SMA - JFIADSMA'99, 1999, Ile de la Réunion, pp.329-330
Conference papers inria-00098863v1

A library to implement neural networks on MIMD machines

Yann Boniface , Frédéric Alexandre , Stéphane Vialle
Euro-Par'99 Parallel Processing, CERFACS & ENSEEIHT - IRIT., 1999, Toulouse, France, pp.935-938
Conference papers inria-00099014v1
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A bridge between two paradigms for parallelism : Neural Networks and general purpose MIMD computers.

Yann Boniface , Frédéric Alexandre , Stéphane Vialle
International Joint Conference on Neural Networtks - IJCNN'99, 1999, Washington, DC, 6 p
Conference papers inria-00098761v1
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Aide à la parallélisation des réseaux connexionnistes

Yann Boniface , Frédéric Alexandre , Stéphane Vialle
Neurosciences et Sciences pour l'Ingénieur, 1998, Munster, 4 p
Conference papers inria-00098717v1
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Towards a Unified CPU–GPU code hybridization: A GPU Based Optimization Strategy Efficient on Other Modern Architectures

Ludomir Oteski , Guillaume Colin de Verdière , Sylvain Contassot-Vivier , Stephane Vialle , Juliet Ryan
Parallel Computing is Everywhere,, 2018
Book sections hal-01742774v1

Optimization methodology for Parallel Programming of Homogeneous or Hybrid Clusters

Stéphane Vialle , Sylvain Contassot-Vivier
F. Magoules. Patterns for parallel programming on GPUs, Saxe-Coburg Publications, 2014, 978-1-874672-57-9
Book sections hal-01101225v1

Development methodologies for GPU and cluster of GPUs

Sylvain Contassot-Vivier , Stéphane Vialle , Jens Gustedt
Raphaël Couturier. Development methodologies for GPU and cluster of GPUs, Chapman & Hall/CRC, 2013, 978-1-4665-7162-4
Book sections hal-00905790v1

Optimizing computing and energy performances in heterogeneous clusters of CPUs and GPUs

Stéphane Vialle , Sylvain Contassot-Vivier , Thomas Jost
Ishfag Ahmad and Sanjay Ranka. Handbook of Energy-Aware and Green Computing, Chapman & Hall/CRC, 2011, 9781466501164
Book sections hal-00643938v1

An efficient multi-algorithms sparse linear solver for GPUs

Thomas Jost , Sylvain Contassot-Vivier , Stéphane Vialle
B. Chapman, F. Desprez, G.R. Joubert, A. Lichnewsky, F. Peters and T. Priol. Parallel Computing: From Multicores and GPU's to Petascale (Volume 19), 19, IOS Press, pp.546-553, 2010, Advances in Parallel Computing, ⟨10.3233/978-1-60750-530-3-546⟩
Book sections hal-00485963v1

Design and Experimentation of a Large Scale Distributed Stochastic Control Algorithm Applied to Energy Management Problems

Xavier Warin , Stéphane Vialle
Chris Myers. Stochastic Control, Sciyo, pp.103-124, 2010
Book sections hal-00537341v1