Arnaud Legrand
160
Documents
Presentation
### Contact:
arnaud.legrand@imag.fr
### Webpage:
[Academic Page ](http://mescal.imag.fr/membres/arnaud.legrand/)
### Resume:
Arnaud Legrand is the leader of the [POLARIS](https://team.inria.fr/polaris/) team. He is a [CNRS](http://www.cnrs.fr/) research scientist at the [LIG](http://www.liglab.fr/). His research targets the management (mostly from an algorithmic point of view, i.e., scheduling, load balancing, fairness, game theory….) and performance evaluation (in particular through simulation, visualization, statistical analysis, …) of large scale distributed computing infrastructures such as clusters, grids, desktop grids, volunteer computing platforms, clouds,… when used for scientific computing. He is one of the main developers of the [**SimGrid**](http://simgrid.gforge.inria.fr/) project, a **simulation** toolkit for building simulators of distributed applications (originally designed for scheduling algorithm evaluation purposes) developed in collaboration with [Henri Casanova](http://navet.ics.hawaii.edu/%7Ecasanova/), [Martin Quinson](http://www.loria.fr/%7Equinson/) and [Frédéric Suter](http://graal.ens-lyon.fr/%7Efsuter/).
###
### Education and Professional Experience
Nov. 2015*Habilitation à Diriger des Recherches*, University of GrenobleOct. 2004-…:Tenured Researcher for the CNRS (*Chargé de Recherche*) at Laboratoire d'Informatique de Grenoble.2004-2005:Post-Doctoral Research Associate, UCSD (USA). Collaboration with Henri Casanova, Larry Carter and Jeanne Ferrante.2003-2004:Post-Doctoral Research Associate, École Normale Supérieure de Lyon (France).2000-Dec. 2003:Ph.D. Computer Science, École Normale Supérieure de Lyon. Laboratoire de l'Informatique du Parallélisme. Thesis: *Heterogeneous parallel algorithms and scheduling : static and dynamic approaches* Advisors: Prof. Olivier Beaumont and Prof. Yves Robert.
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Summarizing task-based applications behavior over many nodes through progression clusteringPDP 2023 - 31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, Mar 2023, Naples, Italy. pp.1-8
Conference papers
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Multi-Phase Task-Based HPC Applications: Quickly Learning how to Run FastIPDPS 2022 - 36th IEEE International Parallel & Distributed Processing Symposium, May 2022, Lyon, France. pp.1-11
Conference papers
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Exploiting system level heterogeneity to improve the performance of a GeoStatistics multi-phase task-based applicationICPP 2021 - 50th International Conference on Parallel Processing, Aug 2021, Lemont, United States. pp.1-10, ⟨10.1145/3472456.3472516⟩
Conference papers
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Faithful Performance Prediction of a Dynamic Task-based Runtime System, an Opportunity for Task Graph SchedulingSIAM PP 2020 - SIAM Conference on Parallel Processing for Scientific Computing, Feb 2020, Seattle, United States
Conference papers
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Communication-Aware Load Balancing of the LU Factorization over Heterogeneous ClustersIEEE International Conference on Parallel and Distributed Systems (ICPADS), Dec 2020, Hong Kong, France
Conference papers
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Simulation of a Sparse Direct Solver on Heterogeneous Systems using Starpu and SimgridSIAM Conference on Computational Science and Engineering (CSE 2019), Feb 2019, Spokane, United States
Conference papers
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Fast and Faithful Performance Prediction of MPI Applications: the HPL Case Study2019 IEEE International Conference on Cluster Computing (CLUSTER), Sep 2019, Albuquerque, United States. ⟨10.1109/CLUSTER.2019.8891011⟩
Conference papers
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Autotuning under Tight Budget Constraints: A Transparent Design of Experiments ApproachCCGrid 2019 - International Symposium in Cluster, Cloud, and Grid Computing, May 2019, Larcana, Cyprus. pp.1-10, ⟨10.1109/CCGRID.2019.00026⟩
Conference papers
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Fog Based Framework for IoT Service ProvisioningCCNC 2019 - IEEE Consumer Communications & Networking Conference, Jan 2019, Las Vegas, United States. pp.1-6, ⟨10.1109/CCNC.2019.8651835⟩
Conference papers
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Adapting Batch Scheduling to Workload Characteristics: What can we expect From Online Learning?IPDPS 2019 - 33rd IEEE International Parallel & Distributed Processing Symposium, May 2019, Rio de Janeiro, Brazil. pp.686-695, ⟨10.1109/IPDPS.2019.00077⟩
Conference papers
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Load Aware Provisioning of IoT Services on Fog Computing PlatformIEEE International Conference on Communications (ICC), May 2019, Shanghai, China. ⟨10.1109/ICC.2019.8762052⟩
Conference papers
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Detecção de Anomalias de Desempenho em Aplicações de Alto Desempenho baseadas em Tarefas em Clusters HíbridosWPerformance 2018 - 17º Workshop em Desempenho de Sistemas Computacionais e de Comunicação, Jul 2018, Natal, Brazil. pp.1-14
Conference papers
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SMPI Courseware: Teaching Distributed-Memory Computing with MPI in SimulationEduHPC-18 - Workshop on Education for High-Performance Computing, Nov 2018, Dallas, United States. pp.1-10
Conference papers
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Predicting the Energy Consumption of MPI Applications at Scale Using a Single NodeCluster 2017, IEEE, Sep 2017, Hawaii, United States
Conference papers
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Using Simulation to Evaluate and Tune the Performance of Dynamic Load Balancing of an Over-decomposed Geophysics Application Euro-Par 2017: 23rd International European Conference on Parallel and Distributed Computing, Aug 2017, Santiago de Compostela, Spain. pp.15
Conference papers
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Characterizing the Performance of Modern Architectures Through Opaque Benchmarks: Pitfalls Learned the Hard WayIPDPS 2017 - 31st IEEE International Parallel & Distributed Processing Symposium (RepPar workshop), May 2017, Orlando, United States
Conference papers
hal-01470399v2
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Analyzing Dynamic Task-Based Applications on Hybrid Platforms: An Agile Scripting ApproachVPA 2016 - 3rd Workshop on Visual Performance Analysis, Nov 2016, Salt Lake City, United States. pp.17-24, ⟨10.1109/VPA.2016.008⟩
Conference papers
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Fast and Accurate Simulation of Multithreaded Sparse Linear Algebra SolversThe 21st IEEE International Conference on Parallel and Distributed Systems, Dec 2015, Melbourne, Australia
Conference papers
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Adding Storage Simulation Capacities to the SimGrid Toolkit: Concepts, Models, and APICCGrid 2015 - Proceedings of the 15th IEEE/ACM Symposium on Cluster, Cloud and Grid Computing, May 2015, Shenzhen, China. pp.251-260, ⟨10.1109/CCGrid.2015.134⟩
Conference papers
hal-01197128v1
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On the Use of Lagrangian Optimization For Designing Distributed Self-Stabilizing ProtocolsROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France
Conference papers
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Modeling and Simulation of a Dynamic Task-Based Runtime System for Heterogeneous Multi-Core ArchitecturesEuro-par - 20th International Conference on Parallel Processing, Aug 2014, Porto, Portugal. pp.50-62, ⟨10.1007/978-3-319-09873-9_5⟩
Conference papers
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Effective Reproducible Research with Org-Mode and Git1st International Workshop on Reproducibility in Parallel Computing, Aug 2014, Porto, Portugal
Conference papers
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Performance Analysis of HPC Applications on Low-Power Embedded PlatformsDATE - Design, Automation & Test in Europe, Mar 2013, Grenoble, France. pp.475-480, ⟨10.7873/DATE.2013.106⟩
Conference papers
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Toward Better Simulation of MPI Applications on Ethernet/TCP NetworksPMBS13 - 4th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems, Nov 2013, Denver, United States
Conference papers
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Interactive Analysis of Large Distributed Systems with Scalable Topology-based VisualizationInternational Symposium on Performance Analysis of Systems and Software (ISPASS'13), 2013, Austin, Texas, United States
Conference papers
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Scalable Multi-Purpose Network Representation for Large Scale Distributed System SimulationCCGrid 2012 -- The 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, May 2012, Ottawa, Canada. pp.19
Conference papers
hal-00650233v2
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Non-Cooperative Scheduling Considered Harmful in Collaborative Volunteer Computing EnvironmentsCCGrid'11 - 11th IEEE International Symposium on Cluster Computing and the Grid, 2011, Newport Beach, United States. pp.144-153, ⟨10.1109/CCGrid.2011.34⟩
Conference papers
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Multi-scale analysis of large distributed computing systemsProceedings of the third international workshop on Large-scale system and application performance, Jun 2011, San Jose, CA, United States. pp.27--34, ⟨10.1145/1996029.1996037⟩
Conference papers
inria-00627754v1
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Fast and scalable simulation of volunteer computing systems using SimGridLSAP 2010 : 2nd Workshop on Large-Scale System and Application Performance, Jun 2010, Chicago, Illinois, United States. pp.605-612, ⟨10.1145/1851476.1851565⟩
Conference papers
hal-00690629v1
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Practical Implementation Issues of Lagrangian Based Distributed Optimization Algorithms12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (Synasc), 2010, Timisoara, Romania. pp.331-334, ⟨10.1109/SYNASC.2010.80⟩
Conference papers
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Accuracy Study and Improvement of Network Simulation in the SimGrid FrameworkSIMUTools'09, 2nd International Conference on Simulation Tools and Techniques, Mar 2009, Rome, Italy
Conference papers
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Nash Equilibrium Based FairnessInternational Conference on Game Theory for Networks (GameNets) - 2009, May 2009, Istanbul, Turkey. pp.533 - 539, ⟨10.1109/GAMENETS.2009.5137442⟩
Conference papers
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SimGrid: a Generic Framework for Large-Scale Distributed Experiments10th IEEE International Conference on Computer Modeling and Simulation - EUROSIM / UKSIM 2008, Apr 2008, Cambrige, United Kingdom
Conference papers
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A First Step Towards Automatically Building Network Representations13th International Euro-Par Conference - Euro-Par 2007, Aug 2008, Rennes, France. pp.160-169, ⟨10.1007/978-3-540-74466-5_18⟩
Conference papers
inria-00407692v1
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Toward a Fully Decentralized Algorithm for Multiple Bag-of-tasks Application Scheduling on GridsIEEE/ACM International Conference on Grid Computing (Grid), 2008, Tsukuba, Japan, ⟨10.1109/GRID.2008.4662790⟩
Conference papers
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How to measure efficiency?Proceedings of the 1st International Workshop on Game theory for Communication networks (Game-Comm\'07), 2007, Unknown
Conference papers
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Non-Cooperative Scheduling of Multiple Bag-of-Task ApplicationsINFOCOM, May 2007, Anchorage, Alaska
Conference papers
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The SIMGRID Project: Simulation and Deployment of Distributed ApplicationsThe 15th IEEE International Symposium on High Performance Distributed Computing (HPDC'06), Jun 2006, Paris, France
Conference papers
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Minimizing the Stretch When Scheduling Flows of Biological RequestsSymposium on Parallelism in Algorithms and Architectures SPAA\'2006, 2006, Unknown, ⟨10.1145/1148109.1148124⟩
Conference papers
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Centralized Versus Distributed Schedulers Multiple Bag-of-Task ApplicationsInternational Parallel and Distributed Processing Symposium IPDPS'2006, 2006, Rhodes Island, Greece. ⟨10.1109/TPDS.2007.70747⟩
Conference papers
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Fondements théoriques pour la conception d'algorithmes efficaces de gestion de ressourcesInformatique répartie: architecture, parallélisme et systèmes, 2005, Unknown
Conference papers
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Independent and Divisible Tasks Scheduling on Heterogeneous Star-Schaped Platforms with Limited MemoryPDP\'2005, 13th Euromicro Workshop on Parallel, Distributed and Network-Based Processing, 2005, Unknown, pp.179―186
Conference papers
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Off-Line Scheduling of Divisible Requests on an Heterogeneous Collection of DatabanksProceedings of the 14th Heterogeneous Computing Workshop, 2005, Denver, Colorado, USA, ⟨10.1109/IPDPS.2005.301⟩
Conference papers
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Automatic deployment of the Network Weather Service using the Effective Network ViewHigh-Performance Grid Computing Workshop, associated to IPDPS'04, Apr 2004, Santa Fe, New Mexico, USA
Conference papers
inria-00119253v1
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Pipelining broadcasts on heterogeneous platformsInternational Parallel and Distributed Processing Symposium IPDPS'2004, 2004, Unknown
Conference papers
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Steady-State Scheduling on Heterogeneous Clusters: Why and How?6th Workshop on Advances in Parallel and Distributed Computational Models APDCM, 2004, Unknown, 171a (8 p.)
Conference papers
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Automatic Deployment for Hierarchical Network Enabled ServerHeterogeneous Computing Workshop, 2004, Unknown
Conference papers
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Optimizing the Steady-State Throughput of Scatter and Reduce Operations on Heterogeneous Platforms6th Workshop on Advances in Parallel and Distributed Computational Models APDCM 2004, 2004, Unknown, 176a (8 p.), ⟨10.1016/j.jpdc.2005.05.021⟩
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Assessing the Impact and Limits of Steady-State Scheduling for Mixed Task and Data Parallelism on Heterogeneous PlatformsHeteroPar\'2004: International Conference on Heterogeneous Computing, Jointly Published with ISPDC\'2004: International Symposium on Parallel and Distributed Computing, 2004, Unknown, pp.296―302, ⟨10.1109/ISPDC.2004.12⟩
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Complexity Results and Heuristics for Pipelined Multicast Operations on Heterogeneous Platforms2004 International Conference on Parallel Processing (ICPP\'2004), 2004, Unknown, pp.267―274, ⟨10.1109/ICPP.2004.1327931⟩
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Scheduling Strategies for Mixed Data and Task Parallelism on Heterogeneous Clusters and GridsPDP'2003, 11th Euromicro Workshop on Parallel, Distributed and Network-Based Processing, Feb 2003, Gênes, Italy. pp.209―216, ⟨10.1109/EMPDP.2003.1183590⟩
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Mapping and Load-Balancing Iterative Computations on Heterogeneous ClustersEuro-PVM-MPI-2003: Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2003, Unknown, pp.586―594, ⟨10.1007/978-3-540-39924-7_79⟩
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Load-Balancing Iterative Computations on Heterogeneous Clusters with Shared Communication LinksPPAM-2003: Fifth International Conference on Parallel Processing and Applied Mathematics, 2003, Unknown, pp.930―937, ⟨10.1007/978-3-540-24669-5_120⟩
Conference papers
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Scheduling Distributed Applications: the SimGrid Simulation FrameworkProceedings of the Third IEEE International Symposium on Cluster Computing and the Grid (CCGrid\'03), 2003, Unknown
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Optimal Algorithms for Scheduling Divisible Workloads on Heterogeneous SystemsIPDS'2003, Parallel and Distributed Processing Symposium, 2003, Feb 2003, Nice, France. ⟨10.1109/IPDPS.2003.1213202⟩
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Static Scheduling Strategies for Heterogeneous SystemsISCIS XVII, Seventeenth International Symposium On Computer and Information Sciences, 2002, Unknown, pp.18―22
Conference papers
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A Polynomial-Time Algorithm for Allocating Independent Tasks on Heterogeneous Fork-GraphsISCIS XVII, Seventeenth International Symposium On Computer and Information Sciences, 2002, Unknown, pp.115―119
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Simulation Pour L'ordonnancement DistribuéGRID'2002, Actes de L'école Thématique Sur la Globalisation Des Ressources Informatiques Et Des Données, 2002, Unknown, pp.155―164
Conference papers
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Static Scheduling Strategies for Dense Linear Algebra Kernels on Heterogeneous ClustersParallel Matrix Algorithms and Applications, 2002, Unknown
Conference papers
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Bandwidth-Centric Allocation of Independent Tasks on Heterogeneous PlatformsInternational Parallel and Distributed Processing Symposium IPDPS'2002, 2002, Unknown
Conference papers
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Mixed Task and Data ParallelismParallel Matrix Algorithms and Applications, 2002, Unknown
Conference papers
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Ordonnancement En Régime Permanent Pour Plateformes HétérogènesGRID\'2002, Actes de L\'école Thématique Sur la Globalisation Des Ressources Informatiques Et Des Données, 2002, Unknown, pp.325―334
Conference papers
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Scheduling Strategies for Master-Slave Tasking on Heterogeneous Processor GridsPARA\'02: International Conference on Applied Parallel Computing, Jun 2002, Espoo, Finland. pp.423―432, ⟨10.1007/3-540-48051-X_42⟩
Conference papers
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Master-Slave Tasking with Heterogeneous Processors2001 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA\'2001), 2001, Unknown, pp.857―863, ⟨10.1109/IPDPS.2003.1213103⟩
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The Master-Slave Paradigm with Heterogeneous ProcessorsCluster\'2001, 2001, Unknown, pp.419―426, ⟨10.1109/TPDS.2003.1233712⟩
Conference papers
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Équilibrage de Charge Statique Pour la Décomposition LU Sur Une Plate-Forme Hétérogène13ième Rencontres Francophones Du Parallélisme Des Architectures Et Des Systèmes, 2001, Paris, La Villette
Conference papers
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Heterogeneous Matrix-Matrix Multiplication, or Partitioning a Square into Rectangles: NP-Completeness and Approximation AlgorithmsEuroMicro Workshop on Parallel and Distributed Computing (EuroMicro\'2001), 2001, Unknown, pp.298―305, ⟨10.1109/EMPDP.2001.905056⟩
Conference papers
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Dense Linear Algebra Kernels on Heterogeneous PlatformsParallel Matrix Algorithms and Applications, 2000, Unknown
Conference papers
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Heterogeneity Considered Harmful to Algorithm DesignersCluster'2000, 2000, Unknown, pp.403―404
Conference papers
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Heuristics for Scheduling Parameter Sweep Applications in Grid EnvironmentsHeterogeneous Computing Workshop, 2000, Cancun, Mexico. pp.349-363
Conference papers
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FogIoT Orchestrator: an Orchestration System for IoT Applications in Fog Environment1st Grid’5000-FIT school, Apr 2018, Sophia Antipolis, France. pp.1-3, 2018
Documents associated with scientific events
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Writing a Reproducible ArticlePascal Felber; Laurent Philippe; Etienne Riviere; Arnaud Tisserand. ComPAS 2014 : conférence en parallélisme, architecture et systèmes, Apr 2014, Neuchâtel, Switzerland. 2014
Documents associated with scientific events
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Vers une recherche reproductibleUnité régionale de formation à l'information scientifique et technique de Bordeaux. Unité régionale de formation à l'information scientifique et technique de Bordeaux, pp.1-161, 2019, 979-10-97595-05-0
Books
hal-02144142v3
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Parallel AlgorithmsChapman & Hall, pp.337, 2008
Books
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Algorithmique Parallèle ― Cours Et Exercices CorrigésDunod, pp.288, 2003
Books
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Visualizing More Performance Data Than What Fits on Your ScreenCheptsov, Alexey and Brinkmann, Steffen and Gracia, José and Resch, Michael M. and Nagel, Wolfgang E. Tools for High Performance Computing 2012, Springer Berlin Heidelberg, pp.149-162, 2013, 978-3-642-37348-0. ⟨10.1007/978-3-642-37349-7_10⟩
Book sections
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The impact of platform models on scheduling techniquesYves Robert and Frédéric Vivien. Introduction to Scheduling, Taylor and Francis, 2009
Book sections
inria-00344035v1
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Influence of Platform Models on Scheduling TechniquesRobert, Yves and Vivien, Frédéric. Introduction to Scheduling, Taylor and Francis publisher, 2009
Book sections
hal-00789465v1
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Static Data Allocation and Load Balancing Techniques for Heterogeneous SystemsYuen, C. K. Annual Review of Scalable Computing, 4, World Scientific Publishing, pp.1-37, 2002
Book sections
hal-00789468v1
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Emulating High Performance Linpack on a Commodity Server at the Scale of a Supercomputer2017
Preprints, Working Papers, ...
hal-01654804v1
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Predicting the Performance and the Power Consumption of MPI Applications With SimGrid2017
Preprints, Working Papers, ...
hal-01446134v1
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SimGrid: a Sustained Effort for the Versatile Simulation of Large Scale Distributed Systems2013
Preprints, Working Papers, ...
hal-00926437v1
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Scheduling for Large Scale Distributed Computing Systems: Approaches and Performance Evaluation IssuesDistributed, Parallel, and Cluster Computing [cs.DC]. Université Grenoble Alpes, 2015
Habilitation à diriger des recherches
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