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Arnaud Legrand

160
Documents

Présentation

### 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.

Publications

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Performance Analysis of Irregular Task-Based Applications on Hybrid Platforms: Structure Matters

Marcelo Cogo Miletto , Lucas Leandro Nesi , Lucas Mello Schnorr , Arnaud Legrand
Future Generation Computer Systems, 2022, 135
Article dans une revue hal-03298021v2
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Simulation-based Optimization and Sensibility Analysis of MPI Applications: Variability Matters

Tom Cornebize , Arnaud Legrand
Journal of Parallel and Distributed Computing, 2022, ⟨10.1016/j.jpdc.2022.04.002⟩
Article dans une revue hal-03141988v2
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Improving the Performance of Batch Schedulers Using Online Job Runtime Classification

Salah Zrigui , Raphael y de Camargo , Arnaud Legrand , Denis Trystram
Journal of Parallel and Distributed Computing, 2022, 164, pp.83-95. ⟨10.1016/j.jpdc.2022.01.003⟩
Article dans une revue hal-03023222v2
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Online Reconfiguration of IoT Applications in the Fog: The Information-Coordination Trade-off

Bruno Donassolo , Arnaud Legrand , Panayotis Mertikopoulos , Ilhem Fajjari
IEEE Transactions on Parallel and Distributed Systems, 2022, 33 (5), pp.1156-1172. ⟨10.1109/TPDS.2021.3097281⟩
Article dans une revue hal-02636987v2
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[Re] Velho and Legrand (2009) -Accuracy Study and Improvement of Network Simulation in the SimGrid Framework

Arnaud Legrand , Pedro Velho
The ReScience journal, 2021, ⟨10.5281/zenodo.4600846⟩
Article dans une revue hal-03764314v1
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Attributing and Referencing (Research) Software: Best Practices and Outlook from Inria

Pierre Alliez , Roberto Di Cosmo , Benjamin Guedj , Alain Girault , Mohand-Said Hacid
Computing in Science and Engineering, 2019, pp.1-14. ⟨10.1109/MCSE.2019.2949413⟩
Article dans une revue hal-02135891v2
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Performance Modeling of a Geophysics Application to Accelerate the Tuning of Over-decomposition Parameters through Simulation

Rafael Keller Tesser , Lucas Mello Schnorr , Arnaud Legrand , Christian Heinrich , Fabrice Dupros
Concurrency and Computation: Practice and Experience, 2019, 31 (11), pp.1-21. ⟨10.1002/cpe.5012⟩
Article dans une revue hal-01891416v1
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A Visual Performance Analysis Framework for Task-based Parallel Applications running on Hybrid Clusters

Vinicius Garcia Pinto , Lucas Mello Schnorr , Luka Stanisic , Arnaud Legrand , Samuel Thibault
Concurrency and Computation: Practice and Experience, 2018, 30 (18), pp.1-31. ⟨10.1002/cpe.4472⟩
Article dans une revue hal-01616632v2
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Simulating MPI applications: the SMPI approach

Augustin Degomme , Arnaud Legrand , Georges Markomanolis , Martin Quinson , Mark Lee Stillwell
IEEE Transactions on Parallel and Distributed Systems, 2017, 28 (8), pp.14. ⟨10.1109/TPDS.2017.2669305⟩
Article dans une revue hal-01415484v2
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Physiological effects of invasive ventilation with neurally adjusted ventilatory assist (NAVA) in a crossover study

Jean-Michel Liet , François Barrière , Bénédicte Gaillard-Le Roux , Pierre Bourgoin , Arnaud Legrand
BMC Pediatrics, 2016, 16 (1), pp.180. ⟨10.1186/s12887-016-0717-4⟩
Article dans une revue inserm-02057731v1
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An Effective Git And Org-Mode Based Workflow For Reproducible Research

Luka Stanisic , Arnaud Legrand , Vincent Danjean
Operating Systems Review, 2015, 49, pp.61 - 70. ⟨10.1145/2723872.2723881⟩
Article dans une revue hal-01112795v1
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Faithful Performance Prediction of a Dynamic Task-Based Runtime System for Heterogeneous Multi-Core Architectures

Luka Stanisic , Samuel Thibault , Arnaud Legrand , Brice Videau , Jean-François Méhaut
Concurrency and Computation: Practice and Experience, 2015, pp.16. ⟨10.1002/cpe.3555⟩
Article dans une revue hal-01147997v1
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Versatile, Scalable, and Accurate Simulation of Distributed Applications and Platforms

Henri Casanova , Arnaud Giersch , Arnaud Legrand , Martin Quinson , Frédéric Suter
Journal of Parallel and Distributed Computing, 2014, 74 (10), pp.2899-2917. ⟨10.1016/j.jpdc.2014.06.008⟩
Article dans une revue hal-01017319v2
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On the Validity of Flow-level TCP Network Models for Grid and Cloud Simulations

Pedro Velho , Lucas Schnorr , Henri Casanova , Arnaud Legrand
ACM Transactions on Modeling and Computer Simulation, 2013, 23 (4)
Article dans une revue hal-00872476v1
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Fair scheduling of bag-of-tasks applications using distributed Lagrangian optimization

Rémi Bertin , Sascha Hunold , Arnaud Legrand , Corinne Touati
Journal of Parallel and Distributed Computing, 2013, ⟨10.1016/j.jpdc.2013.08.011⟩
Article dans une revue hal-00872473v1

Nash Equilibrium Based Fairness

Hisao Kameda , Eitan Altman , Corinne Touati , Arnaud Legrand
Mathematical Methods of Operations Research, 2012, 76 (1), ⟨10.1007/s00186-012-0389-2⟩
Article dans une revue hal-00743123v1

Detection and analysis of resource usage anomalies in large distributed systems through multi-scale visualization

Lucas Mello Schnorr , Arnaud Legrand , Jean-Marc Vincent
Concurrency and Computation: Practice and Experience, 2011, 24, pp.1792-1816. ⟨10.1002/cpe.1885⟩
Article dans une revue hal-00788767v1
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Minimizing the Stretch When Scheduling Flows of Divisible Requests

Arnaud Legrand , Alan Su , Frédéric Vivien
Journal of Scheduling, 2008, ⟨10.1007/s10951-008-0078-4⟩
Article dans une revue hal-00789419v1

Centralized Versus Distributed Schedulers for Multiple Bag-of-Tasks Applications

Olivier Beaumont , Larry Carter , Jeanne Ferrante , Arnaud Legrand , Loris Marchal
IEEE Transactions on Parallel and Distributed Systems, 2008, 19, pp.698―709. ⟨10.1109/TPDS.2007.70747⟩
Article dans une revue hal-00789424v1

Optimizing the Steady-State Throughput of Scatter and Reduce Operations on Heterogeneous Platforms

Arnaud Legrand , Loris Marchal , Yves Robert
Journal of Parallel and Distributed Computing, 2005, 65, pp.1497―1514. ⟨10.1016/j.jpdc.2005.05.021⟩
Article dans une revue hal-00789425v1

Steady-state scheduling on heterogeneous clusters.

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
International Journal of Foundations of Computer Science, 2005
Article dans une revue inria-00358951v1

Pipelining broadcasts on heterogeneous platforms.

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
IEEE Transactions on Parallel and Distributed Systems, 2005
Article dans une revue inria-00358950v1

Scheduling Strategies for Master-Slave Tasking on Heterogeneous Processor Platforms

Cyril Banino , Olivier Beaumont , Larry Carter , Jeanne Ferrante , Arnaud Legrand
IEEE Transactions on Parallel and Distributed Systems, 2004, 15, pp.319―330. ⟨10.1109/TPDS.2004.1271181⟩
Article dans une revue hal-00789427v1

Mapping and Load-Balancing Iterative Computations on Heterogeneous Clusters with Shared Links

Arnaud Legrand , Hélène Renard , Yves Robert , Frédéric Vivien
IEEE Transactions on Parallel and Distributed Systems, 2004, 15, pp.546―558
Article dans une revue hal-00789426v1

Scheduling Strategies for Mixed Data and Task Parallelism on Heterogeneous Clusters

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
Parallel Processing Letters, 2003, 13, pp.225―244. ⟨10.1142/S0129626403001252⟩
Article dans une revue hal-00789432v1

The Master-Slave Paradigm with Heterogeneous Processors

Olivier Beaumont , Arnaud Legrand , Yves Robert
IEEE Transactions on Parallel and Distributed Systems, 2003, 14, pp.897―908. ⟨10.1109/TPDS.2003.1233712⟩
Article dans une revue hal-00789429v1

Scheduling Divisible Workloads on Heterogeneous Platforms

Olivier Beaumont , Arnaud Legrand , Yves Robert
Parallel Computing, 2003, 29, pp.1121―1152. ⟨10.1016/S0167-8191(03)00095-4⟩
Article dans une revue hal-00789431v1

Dense Linear Algebra Kernels on Heterogeneous Platforms: Redistribution Issues

Olivier Beaumont , Arnaud Legrand , Fabrice Rastello , Yves Robert
Parallel Computing, 2002, 28, pp.155―185. ⟨10.1016/S0167-8191(01)00134-X⟩
Article dans une revue hal-00789434v1

Équilibrage de Charge Statique Pour Noyaux Dálgèbre Linéaire Sur Plate-Forme Hétérogène

Arnaud Legrand
Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2002, 21 (5), pp.711-734
Article dans une revue hal-00789469v1

Static Scheduling Strategies for Heterogeneous Systems

Olivier Beaumont , Arnaud Legrand , Yves Robert
Computing and Informatics, 2002, 21, pp.413―430
Article dans une revue hal-00789433v1

Static LU Decomposition on Heterogeneous Platforms

Olivier Beaumont , Arnaud Legrand , Fabrice Rastello , Yves Robert
International Journal of High Performance Computing Applications, 2001, 15, pp.310―323
Article dans une revue hal-00789435v1
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Summarizing task-based applications behavior over many nodes through progression clustering

Lucas Leandro Nesi , Vinicius Garcia Pinto , Lucas Mello Schnorr , Arnaud Legrand
PDP 2023 - 31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, Mar 2023, Naples, Italy. pp.1-8
Communication dans un congrès hal-04005071v1
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Multi-Phase Task-Based HPC Applications: Quickly Learning how to Run Fast

Lucas Nesi , Lucas Mello Schnorr , Arnaud Legrand
IPDPS 2022 - 36th IEEE International Parallel & Distributed Processing Symposium, May 2022, Lyon, France. pp.1-11
Communication dans un congrès hal-03608579v1
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Exploiting system level heterogeneity to improve the performance of a GeoStatistics multi-phase task-based application

Lucas Leandro Nesi , Arnaud Legrand , Lucas Mello Schnorr
ICPP 2021 - 50th International Conference on Parallel Processing, Aug 2021, Lemont, United States. pp.1-10, ⟨10.1145/3472456.3472516⟩
Communication dans un congrès hal-03280459v1
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Communication-Aware Load Balancing of the LU Factorization over Heterogeneous Clusters

Lucas Leandro Nesi , Lucas Mello Schnorr , Arnaud Legrand
IEEE International Conference on Parallel and Distributed Systems (ICPADS), Dec 2020, Hong Kong, France
Communication dans un congrès hal-02633985v1
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Faithful Performance Prediction of a Dynamic Task-based Runtime System, an Opportunity for Task Graph Scheduling

Samuel Thibault , Luka Stanisic , Arnaud Legrand
SIAM PP 2020 - SIAM Conference on Parallel Processing for Scientific Computing, Feb 2020, Seattle, United States
Communication dans un congrès hal-02943753v1
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Load Aware Provisioning of IoT Services on Fog Computing Platform

Bruno Donassolo , Ilhem Fajjari , Arnaud Legrand , Panayotis Mertikopoulos
IEEE International Conference on Communications (ICC), May 2019, Shanghai, China. ⟨10.1109/ICC.2019.8762052⟩
Communication dans un congrès hal-02056743v1
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Autotuning under Tight Budget Constraints: A Transparent Design of Experiments Approach

Pedro Bruel , Steven Quinito Masnada , Brice Videau , Arnaud Legrand , Jean-Marc Vincent
CCGrid 2019 - International Symposium in Cluster, Cloud, and Grid Computing, May 2019, Larcana, Cyprus. pp.1-10, ⟨10.1109/CCGRID.2019.00026⟩
Communication dans un congrès hal-02110868v2
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Fog Based Framework for IoT Service Provisioning

Bruno Donassolo , Ilhem Fajjari , Arnaud Legrand , Panayotis Mertikopoulos
CCNC 2019 - IEEE Consumer Communications & Networking Conference, Jan 2019, Las Vegas, United States. pp.1-6, ⟨10.1109/CCNC.2019.8651835⟩
Communication dans un congrès hal-01859695v1
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Fast and Faithful Performance Prediction of MPI Applications: the HPL Case Study

Tom Cornebize , Arnaud Legrand , Franz C Heinrich
2019 IEEE International Conference on Cluster Computing (CLUSTER), Sep 2019, Albuquerque, United States. ⟨10.1109/CLUSTER.2019.8891011⟩
Communication dans un congrès hal-02096571v4

Simulation of a Sparse Direct Solver on Heterogeneous Systems using Starpu and Simgrid

Emmanuel Agullo , Alfredo Buttari , Abdou Guermouche , Arnaud Legrand , Ian Masliah
SIAM Conference on Computational Science and Engineering (CSE 2019), Feb 2019, Spokane, United States
Communication dans un congrès hal-02073725v1
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Adapting Batch Scheduling to Workload Characteristics: What can we expect From Online Learning?

Arnaud Legrand , Denis Trystram , Salah Zrigui
IPDPS 2019 - 33rd IEEE International Parallel & Distributed Processing Symposium, May 2019, Rio de Janeiro, Brazil. pp.686-695, ⟨10.1109/IPDPS.2019.00077⟩
Communication dans un congrès hal-02044903v1
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Detecção de Anomalias de Desempenho em Aplicações de Alto Desempenho baseadas em Tarefas em Clusters Híbridos

Vinicius Garcia Pinto , Lucas Mello Schnorr , Arnaud Legrand , Samuel Thibault , Luka Stanisic
WPerformance 2018 - 17º Workshop em Desempenho de Sistemas Computacionais e de Comunicação, Jul 2018, Natal, Brazil. pp.1-14
Communication dans un congrès hal-01842038v1
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SMPI Courseware: Teaching Distributed-Memory Computing with MPI in Simulation

Henri Casanova , Arnaud Legrand , Martin Quinson , Frédéric Suter
EduHPC-18 - Workshop on Education for High-Performance Computing, Nov 2018, Dallas, United States. pp.1-10
Communication dans un congrès hal-01891513v1
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Predicting the Energy Consumption of MPI Applications at Scale Using a Single Node

Franz C. Heinrich , Tom Cornebize , Augustin Degomme , Arnaud Legrand , Alexandra Carpen-Amarie
Cluster 2017, IEEE, Sep 2017, Hawaii, United States
Communication dans un congrès hal-01523608v2
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Using Simulation to Evaluate and Tune the Performance of Dynamic Load Balancing of an Over-decomposed Geophysics Application

Rafael Keller Tesser , Lucas Mello Schnorr , Arnaud Legrand , Fabrice Dupros , Philippe O A Navaux
Euro-Par 2017: 23rd International European Conference on Parallel and Distributed Computing, Aug 2017, Santiago de Compostela, Spain. pp.15
Communication dans un congrès hal-01567792v1
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Characterizing the Performance of Modern Architectures Through Opaque Benchmarks: Pitfalls Learned the Hard Way

Luka Stanisic , Lucas Mello Schnorr , Augustin Degomme , Franz Heinrich , Arnaud Legrand
IPDPS 2017 - 31st IEEE International Parallel & Distributed Processing Symposium (RepPar workshop), May 2017, Orlando, United States
Communication dans un congrès hal-01470399v2
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Analyzing Dynamic Task-Based Applications on Hybrid Platforms: An Agile Scripting Approach

Vinicius Garcia Pinto , Luka Stanisic , Arnaud Legrand , Lucas Mello Schnorr , Samuel Thibault
VPA 2016 - 3rd Workshop on Visual Performance Analysis, Nov 2016, Salt Lake City, United States. pp.17-24, ⟨10.1109/VPA.2016.008⟩
Communication dans un congrès hal-01353962v2
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Adding Storage Simulation Capacities to the SimGrid Toolkit: Concepts, Models, and API

Adrien Lebre , Arnaud Legrand , Frédéric Suter , Pierre Veyre
CCGrid 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⟩
Communication dans un congrès hal-01197128v1
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Fast and Accurate Simulation of Multithreaded Sparse Linear Algebra Solvers

Luka Stanisic , Emmanuel Agullo , Alfredo Buttari , Abdou Guermouche , Arnaud Legrand
The 21st IEEE International Conference on Parallel and Distributed Systems, Dec 2015, Melbourne, Australia
Communication dans un congrès hal-01180272v2
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Modeling and Simulation of a Dynamic Task-Based Runtime System for Heterogeneous Multi-Core Architectures

Luka Stanisic , Samuel Thibault , Arnaud Legrand , Brice Videau , Jean-François Méhaut
Euro-par - 20th International Conference on Parallel Processing, Aug 2014, Porto, Portugal. pp.50-62, ⟨10.1007/978-3-319-09873-9_5⟩
Communication dans un congrès hal-01011633v1

On the Use of Lagrangian Optimization For Designing Distributed Self-Stabilizing Protocols

Arnaud Legrand
ROADEF - 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
Communication dans un congrès hal-00946262v1
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Effective Reproducible Research with Org-Mode and Git

Luka Stanisic , Arnaud Legrand
1st International Workshop on Reproducibility in Parallel Computing, Aug 2014, Porto, Portugal
Communication dans un congrès hal-01083205v1
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Performance Analysis of HPC Applications on Low-Power Embedded Platforms

Luka Stanisic , Brice Videau , Johan Cronsioe , Augustin Degomme , Vania Marangozova-Martin
DATE - Design, Automation & Test in Europe, Mar 2013, Grenoble, France. pp.475-480, ⟨10.7873/DATE.2013.106⟩
Communication dans un congrès hal-00872482v1
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Toward Better Simulation of MPI Applications on Ethernet/TCP Networks

Paul Bedaride , Augustin Degomme , Stéphane Genaud , Arnaud Legrand , George Markomanolis
PMBS13 - 4th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems, Nov 2013, Denver, United States
Communication dans un congrès hal-00919507v1

Interactive Analysis of Large Distributed Systems with Scalable Topology-based Visualization

Lucas Mello Schnorr , Arnaud Legrand , Jean-Marc Vincent
International Symposium on Performance Analysis of Systems and Software (ISPASS'13), 2013, Austin, Texas, United States
Communication dans un congrès hal-00789436v1
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Scalable Multi-Purpose Network Representation for Large Scale Distributed System Simulation

Laurent Bobelin , Arnaud Legrand , Márquez Alejandro González David , Pierre Navarro , Martin Quinson
CCGrid 2012 -- The 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, May 2012, Ottawa, Canada. pp.19
Communication dans un congrès hal-00650233v2
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Non-Cooperative Scheduling Considered Harmful in Collaborative Volunteer Computing Environments

Bruno de Moura Donassolo , Arnaud Legrand , Claudio Geyer
CCGrid'11 - 11th IEEE International Symposium on Cluster Computing and the Grid, 2011, Newport Beach, United States. pp.144-153, ⟨10.1109/CCGrid.2011.34⟩
Communication dans un congrès hal-00788792v1
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Multi-scale analysis of large distributed computing systems

Lucas Mello Schnorr , Arnaud Legrand , Jean-Marc Vincent
Proceedings 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⟩
Communication dans un congrès inria-00627754v1

Fast and scalable simulation of volunteer computing systems using SimGrid

Bruno Donassolo , Henri Casanova , Arnaud Legrand , Pedro Velho
LSAP 2010 : 2nd Workshop on Large-Scale System and Application Performance, Jun 2010, Chicago, Illinois, United States. pp.605-612, ⟨10.1145/1851476.1851565⟩
Communication dans un congrès hal-00690629v1

Practical Implementation Issues of Lagrangian Based Distributed Optimization Algorithms

Remi Bertin , Pierre Coucheney , Arnaud Legrand , Corinne Touati
12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (Synasc), 2010, Timisoara, Romania. pp.331-334, ⟨10.1109/SYNASC.2010.80⟩
Communication dans un congrès hal-00788878v1

Nash Equilibrium Based Fairness

Hisao Kameda , Eitan Altman , Corinne Touati , Arnaud Legrand
International Conference on Game Theory for Networks (GameNets) - 2009, May 2009, Istanbul, Turkey. pp.533 - 539, ⟨10.1109/GAMENETS.2009.5137442⟩
Communication dans un congrès hal-00789437v1
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Accuracy Study and Improvement of Network Simulation in the SimGrid Framework

Pedro Velho , Arnaud Legrand
SIMUTools'09, 2nd International Conference on Simulation Tools and Techniques, Mar 2009, Rome, Italy
Communication dans un congrès inria-00361031v1

Toward a Fully Decentralized Algorithm for Multiple Bag-of-tasks Application Scheduling on Grids

Remi Bertin , Arnaud Legrand , Corinne Touati
IEEE/ACM International Conference on Grid Computing (Grid), 2008, Tsukuba, Japan, ⟨10.1109/GRID.2008.4662790⟩
Communication dans un congrès hal-00789438v1
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SimGrid: a Generic Framework for Large-Scale Distributed Experiments

Henri Casanova , Arnaud Legrand , Martin Quinson
10th IEEE International Conference on Computer Modeling and Simulation - EUROSIM / UKSIM 2008, Apr 2008, Cambrige, United Kingdom
Communication dans un congrès inria-00260697v1

A First Step Towards Automatically Building Network Representations

Lionel Eyraud-Dubois , Arnaud Legrand , Martin Quinson , Frédéric Vivien
13th International Euro-Par Conference - Euro-Par 2007, Aug 2008, Rennes, France. pp.160-169, ⟨10.1007/978-3-540-74466-5_18⟩
Communication dans un congrès inria-00407692v1
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Non-Cooperative Scheduling of Multiple Bag-of-Task Applications

Arnaud Legrand , Corinne Touati
INFOCOM, May 2007, Anchorage, Alaska
Communication dans un congrès inria-00153577v1

How to measure efficiency?

Arnaud Legrand , Corinne Touati
Proceedings of the 1st International Workshop on Game theory for Communication networks (Game-Comm\'07), 2007, Unknown
Communication dans un congrès hal-00789439v1
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The SIMGRID Project: Simulation and Deployment of Distributed Applications

Martin Quinson , Henri Casanova , Arnaud Legrand , Kayo Fujiwara
The 15th IEEE International Symposium on High Performance Distributed Computing (HPDC'06), Jun 2006, Paris, France
Communication dans un congrès inria-00108428v1

Minimizing the Stretch When Scheduling Flows of Biological Requests

Arnaud Legrand , Alan Su , Frédéric Vivien
Symposium on Parallelism in Algorithms and Architectures SPAA\'2006, 2006, Unknown, ⟨10.1145/1148109.1148124⟩
Communication dans un congrès hal-00789441v1

Centralized Versus Distributed Schedulers Multiple Bag-of-Task Applications

Olivier Beaumont , Larry Carter , Jeanne Ferrante , Arnaud Legrand , Loris Marchal
International Parallel and Distributed Processing Symposium IPDPS'2006, 2006, Rhodes Island, Greece. ⟨10.1109/TPDS.2007.70747⟩
Communication dans un congrès hal-00789440v1

Fondements théoriques pour la conception d'algorithmes efficaces de gestion de ressources

Olivier Beaumont , Vincent Boudet , Pierre-François Dutot , Arnaud Legrand , Yves Robert
Informatique répartie: architecture, parallélisme et systèmes, 2005, Unknown
Communication dans un congrès hal-00807012v1

Independent and Divisible Tasks Scheduling on Heterogeneous Star-Schaped Platforms with Limited Memory

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
PDP\'2005, 13th Euromicro Workshop on Parallel, Distributed and Network-Based Processing, 2005, Unknown, pp.179―186
Communication dans un congrès hal-00789442v1

Off-Line Scheduling of Divisible Requests on an Heterogeneous Collection of Databanks

Arnaud Legrand , Alan Su , Frédéric Vivien
Proceedings of the 14th Heterogeneous Computing Workshop, 2005, Denver, Colorado, USA, ⟨10.1109/IPDPS.2005.301⟩
Communication dans un congrès hal-00789443v1

Automatic Deployment for Hierarchical Network Enabled Server

Eddy Caron , Pushpinder Kaur Chouhan , Arnaud Legrand
Heterogeneous Computing Workshop, 2004, Unknown
Communication dans un congrès hal-00789445v1

Optimizing the Steady-State Throughput of Scatter and Reduce Operations on Heterogeneous Platforms

Arnaud Legrand , Loris Marchal , Yves Robert
6th Workshop on Advances in Parallel and Distributed Computational Models APDCM 2004, 2004, Unknown, 176a (8 p.), ⟨10.1016/j.jpdc.2005.05.021⟩
Communication dans un congrès hal-00789447v1

Steady-State Scheduling on Heterogeneous Clusters: Why and How?

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
6th Workshop on Advances in Parallel and Distributed Computational Models APDCM, 2004, Unknown, 171a (8 p.)
Communication dans un congrès hal-00789446v1

Pipelining broadcasts on heterogeneous platforms

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
International Parallel and Distributed Processing Symposium IPDPS'2004, 2004, Unknown
Communication dans un congrès hal-00807285v1
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Automatic deployment of the Network Weather Service using the Effective Network View

Arnaud Legrand , Martin Quinson
High-Performance Grid Computing Workshop, associated to IPDPS'04, Apr 2004, Santa Fe, New Mexico, USA
Communication dans un congrès inria-00119253v1

Complexity Results and Heuristics for Pipelined Multicast Operations on Heterogeneous Platforms

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
2004 International Conference on Parallel Processing (ICPP\'2004), 2004, Unknown, pp.267―274, ⟨10.1109/ICPP.2004.1327931⟩
Communication dans un congrès hal-00789448v1

Assessing the Impact and Limits of Steady-State Scheduling for Mixed Task and Data Parallelism on Heterogeneous Platforms

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
HeteroPar\'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⟩
Communication dans un congrès hal-00789444v1

Optimal Algorithms for Scheduling Divisible Workloads on Heterogeneous Systems

Olivier Beaumont , Arnaud Legrand , Yves Robert
IPDS'2003, Parallel and Distributed Processing Symposium, 2003, Feb 2003, Nice, France. ⟨10.1109/IPDPS.2003.1213202⟩
Communication dans un congrès hal-00789449v1

Scheduling Strategies for Mixed Data and Task Parallelism on Heterogeneous Clusters and Grids

Olivier Beaumont , Arnaud Legrand , Yves Robert
PDP'2003, 11th Euromicro Workshop on Parallel, Distributed and Network-Based Processing, Feb 2003, Gênes, Italy. pp.209―216, ⟨10.1109/EMPDP.2003.1183590⟩
Communication dans un congrès hal-00789453v1

Mapping and Load-Balancing Iterative Computations on Heterogeneous Clusters

Arnaud Legrand , Hélène Renard , Yves Robert , Frédéric Vivien
Euro-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⟩
Communication dans un congrès hal-00789450v1

Scheduling Distributed Applications: the SimGrid Simulation Framework

Henri Casanova , Arnaud Legrand , Loris Marchal
Proceedings of the Third IEEE International Symposium on Cluster Computing and the Grid (CCGrid\'03), 2003, Unknown
Communication dans un congrès hal-00789451v1

Load-Balancing Iterative Computations on Heterogeneous Clusters with Shared Communication Links

Arnaud Legrand , Hélène Renard , Yves Robert , Frédéric Vivien
PPAM-2003: Fifth International Conference on Parallel Processing and Applied Mathematics, 2003, Unknown, pp.930―937, ⟨10.1007/978-3-540-24669-5_120⟩
Communication dans un congrès hal-00789452v1

Ordonnancement En Régime Permanent Pour Plateformes Hétérogènes

Olivier Beaumont , Arnaud Legrand , Yves Robert
GRID\'2002, Actes de L\'école Thématique Sur la Globalisation Des Ressources Informatiques Et Des Données, 2002, Unknown, pp.325―334
Communication dans un congrès hal-00789470v1

Scheduling Strategies for Master-Slave Tasking on Heterogeneous Processor Grids

Cyril Banino , Olivier Beaumont , Arnaud Legrand , Yves Robert
PARA\'02: International Conference on Applied Parallel Computing, Jun 2002, Espoo, Finland. pp.423―432, ⟨10.1007/3-540-48051-X_42⟩
Communication dans un congrès hal-00789455v1

Static Scheduling Strategies for Heterogeneous Systems

Olivier Beaumont , Arnaud Legrand , Yves Robert
ISCIS XVII, Seventeenth International Symposium On Computer and Information Sciences, 2002, Unknown, pp.18―22
Communication dans un congrès hal-00789458v1

Simulation Pour L'ordonnancement Distribué

Arnaud Legrand
GRID'2002, Actes de L'école Thématique Sur la Globalisation Des Ressources Informatiques Et Des Données, 2002, Unknown, pp.155―164
Communication dans un congrès hal-00789471v1

A Polynomial-Time Algorithm for Allocating Independent Tasks on Heterogeneous Fork-Graphs

Olivier Beaumont , Arnaud Legrand , Yves Robert
ISCIS XVII, Seventeenth International Symposium On Computer and Information Sciences, 2002, Unknown, pp.115―119
Communication dans un congrès hal-00789456v1

Bandwidth-Centric Allocation of Independent Tasks on Heterogeneous Platforms

Olivier Beaumont , Larry Carter , Jeanne Ferrante , Arnaud Legrand , Yves Robert
International Parallel and Distributed Processing Symposium IPDPS'2002, 2002, Unknown
Communication dans un congrès hal-00789457v1

Static Scheduling Strategies for Dense Linear Algebra Kernels on Heterogeneous Clusters

Olivier Beaumont , Arnaud Legrand , Yves Robert
Parallel Matrix Algorithms and Applications, 2002, Unknown
Communication dans un congrès hal-00789454v1

Mixed Task and Data Parallelism

Olivier Beaumont , Arnaud Legrand , Yves Robert
Parallel Matrix Algorithms and Applications, 2002, Unknown
Communication dans un congrès hal-00789459v1

Master-Slave Tasking with Heterogeneous Processors

Olivier Beaumont , Arnaud Legrand , Yves Robert
2001 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA\'2001), 2001, Unknown, pp.857―863, ⟨10.1109/IPDPS.2003.1213103⟩
Communication dans un congrès hal-00789462v1

The Master-Slave Paradigm with Heterogeneous Processors

Olivier Beaumont , Arnaud Legrand , Yves Robert
Cluster\'2001, 2001, Unknown, pp.419―426, ⟨10.1109/TPDS.2003.1233712⟩
Communication dans un congrès hal-00789460v1

Heterogeneous Matrix-Matrix Multiplication, or Partitioning a Square into Rectangles: NP-Completeness and Approximation Algorithms

Olivier Beaumont , Vincent Boudet , Arnaud Legrand , Fabrice Rastello , Yves Robert
EuroMicro Workshop on Parallel and Distributed Computing (EuroMicro\'2001), 2001, Unknown, pp.298―305, ⟨10.1109/EMPDP.2001.905056⟩
Communication dans un congrès hal-00789461v1

Équilibrage de Charge Statique Pour la Décomposition LU Sur Une Plate-Forme Hétérogène

Arnaud Legrand
13ième Rencontres Francophones Du Parallélisme Des Architectures Et Des Systèmes, 2001, Paris, La Villette
Communication dans un congrès hal-00789472v1

Heterogeneity Considered Harmful to Algorithm Designers

Olivier Beaumont , Vincent Boudet , Arnaud Legrand , Fabrice Rastello , Yves Robert
Cluster'2000, 2000, Unknown, pp.403―404
Communication dans un congrès hal-00789464v1

Heuristics for Scheduling Parameter Sweep Applications in Grid Environments

Henri Casanova , Arnaud Legrand , Dmitrii Zagorodnov , Fran Berman
Heterogeneous Computing Workshop, 2000, Cancun, Mexico. pp.349-363
Communication dans un congrès hal-00748942v1

Dense Linear Algebra Kernels on Heterogeneous Platforms

Olivier Beaumont , Vincent Boudet , Arnaud Legrand , Fabrice Rastello , Yves Robert
Parallel Matrix Algorithms and Applications, 2000, Unknown
Communication dans un congrès hal-00789463v1
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FogIoT Orchestrator: an Orchestration System for IoT Applications in Fog Environment

Bruno Donassolo , Ilhem Fajjari , Arnaud Legrand , Panayotis Mertikopoulos
1st Grid’5000-FIT school, Apr 2018, Sophia Antipolis, France. pp.1-3, 2018
Document associé à des manifestations scientifiques hal-01859689v1
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Writing a Reproducible Article

Luka Stanisic , Arnaud Legrand
Pascal Felber; Laurent Philippe; Etienne Riviere; Arnaud Tisserand. ComPAS 2014 : conférence en parallélisme, architecture et systèmes, Apr 2014, Neuchâtel, Switzerland. 2014
Document associé à des manifestations scientifiques hal-00994575v1

Visualizing More Performance Data Than What Fits on Your Screen

Lucas Mello Schnorr , Arnaud Legrand
Cheptsov, 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⟩
Chapitre d'ouvrage hal-00842761v1

Influence of Platform Models on Scheduling Techniques

Arnaud Legrand , Lionel Eyraud
Robert, Yves and Vivien, Frédéric. Introduction to Scheduling, Taylor and Francis publisher, 2009
Chapitre d'ouvrage hal-00789465v1

The impact of platform models on scheduling techniques

Lionel Eyraud-Dubois , Arnaud Legrand
Yves Robert and Frédéric Vivien. Introduction to Scheduling, Taylor and Francis, 2009
Chapitre d'ouvrage inria-00344035v1

Static Data Allocation and Load Balancing Techniques for Heterogeneous Systems

Olivier Beaumont , Vincent Boudet , Arnaud Legrand , Fabrice Rastello , Yves Robert
Yuen, C. K. Annual Review of Scalable Computing, 4, World Scientific Publishing, pp.1-37, 2002
Chapitre d'ouvrage hal-00789468v1
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Rapport du groupe de travail sur les cahiers de laboratoires électroniques

Gilles Mathieu , Dominique Pigeon , Tovo Rabemanantsoa , Christophe Chipeaux , Simon Duvillard
[Rapport de recherche] Comité pour la science ouverte. 2021, 68 p
Rapport hal-03563244v1
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Report of the Working Group on Electronic Lab Notebooks

Gilles Mathieu , Tovo Rabemanantsoa , Christophe Chipeaux , Simon Duvillard , Jean-François Peyrat
Comité pour la science ouverte. 2021
Rapport hal-03959882v1
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DGEMM performance is data-dependent

Tom Cornebize , Arnaud Legrand
[Research Report] RR-9310, Université Grenoble Alpes; Inria; CNRS. 2019
Rapport hal-02401760v1
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Adapting Batch Scheduling to Workload Characteristics: What can we expect From Online Learning?

Arnaud Legrand , Denis Trystram , Salah Zrigui
[Research Report] Grenoble 1 UGA - Université Grenoble Alpe. 2018, pp.1-23
Rapport hal-01896121v1
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Using Simulation to Evaluate and Tune the Performance of Dynamic Load Balancing of an Over-decomposed Geophysics Application

Rafael Keller Tesser , Lucas Mello Schnorr , Arnaud Legrand , Fabrice Dupros , Philippe O A Navaux
[Research Report] RR-9031, INRIA Grenoble - Rhone-Alpes. 2017, pp.21
Rapport hal-01391401v2
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Modeling and Simulation of a Dynamic Task-Based Runtime System for Heterogeneous Multi-Core Architectures

Luka Stanisic , Samuel Thibault , Arnaud Legrand , Brice Videau , Jean-François Méhaut
[Research Report] RR-8509, INRIA. 2014
Rapport hal-00966862v1
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Improving Simulations of MPI Applications Using A Hybrid Network Model with Topology and Contention Support

Paul Bedaride , Stéphane Genaud , Augustin Degomme , Arnaud Legrand , George Markomanolis
[Research Report] RR-8300, INRIA. 2013, pp.22
Rapport hal-00821446v1
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Visualizing More Performance Data Than What Fits on Your Screen

Lucas Mello Schnorr , Arnaud Legrand
[Research Report] RR-8079, INRIA. 2012, pp.14
Rapport hal-00737651v1
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Interactive Analysis of Large Distributed Systems with Topology-based Visualization

Lucas Mello Schnorr , Arnaud Legrand , Jean-Marc Vincent
[Research Report] RR-8085, INRIA. 2012, pp.24
Rapport hal-00738321v1
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The First Four Years (2007-2010) and Beyond - Volume 1: Research Program and Activity Report

Nicolas Balacheff , Béatrice Buccio , Patrick Chapuis , Jacky Coutin , Joëlle Coutaz
2011
Rapport hal-00773168v1
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Flow-level network models: have we reached the limits?

Pedro Velho , Lucas Schnorr , Henri Casanova , Arnaud Legrand
[Research Report] RR-7821, INRIA. 2011, pp.24
Rapport hal-00646896v1
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Towards Scalable, Accurate, and Usable Simulations of Distributed Applications and Systems

Olivier Beaumont , Laurent Bobelin , Henri Casanova , Pierre-Nicolas Clauss , Bruno Donassolo
[Research Report] RR-7761, INRIA. 2011, pp.36
Rapport inria-00631141v1
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From Flow Control in Multi-path Networks to Multiple Bag-of-tasks Application Scheduling on Grids

Rémi Bertin , Sascha Hunold , Arnaud Legrand , Corinne Touati
[Research Report] RR-7745, INRIA. 2011, pp.26
Rapport inria-00627532v1
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Visualization and Detection of Resource Usage Anomalies in Large Scale Distributed Systems

Lucas Mello Schnorr , Arnaud Legrand , Jean-Marc Vincent
[Research Report] RR-7438, INRIA. 2010
Rapport inria-00529569v1
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Toward a Fully Decentralized Algorithm for Multiple Bag-of-tasks Application Scheduling on Grids

Rémi Bertin , Arnaud Legrand , Corinne Touati
[Research Report] INRIA. 2008, pp.27
Rapport inria-00279993v2
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On the Complexity of Multi-Round Divisible Load Scheduling

Yang Yang , Henri Casanova , Maciej Drozdowski , Marcin Lawenda , Arnaud Legrand
[Research Report] RR-6096, INRIA. 2007, pp.23
Rapport inria-00123711v2
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How to measure efficiency?

Arnaud Legrand , Corinne Touati
[Research Report] RR-6216, INRIA. 2007, pp.23
Rapport inria-00153720v2
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A First Step Towards Automatically Building Network Representations

Lionel Eyraud-Dubois , Arnaud Legrand , Martin Quinson , Frédéric Vivien
[Research Report] LIP RR-2007-08, INRIA, LIP. 2007
Rapport inria-00130734v3
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Minimizing the stretch when scheduling flows of divisible requests

Arnaud Legrand , Alan Su , Frédéric Vivien
[Research Report] RR-6002, LIP RR-2006-19, INRIA, LIP. 2006, pp.76
Rapport inria-00108524v3
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Non-cooperative scheduling of multiple bag-of-task applications

Arnaud Legrand , Corinne Touati
[Research Report] RR-5819, INRIA. 2006, pp.31
Rapport inria-00070206v2
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An Application-Level Network Mapper

Arnaud Legrand , Frédéric Mazoit , Martin Quinson
[Research Report] RR-5792, INRIA. 2006
Rapport inria-00071214v1
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Scheduling multiple bags of tasks on heterogeneous master- worker platforms: centralized versus distributed solutions

Olivier Beaumont , Larry Carter , Jeanne Ferrante , Arnaud Legrand , Loris Marchal
RR-5739, INRIA. 2005, pp.35
Rapport inria-00070279v1
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Minimizing the stretch when scheduling flows of biological requests

Arnaud Legrand , Alan Su , Frédéric Vivien
[Research Report] RR-5724, INRIA. 2005, pp.22
Rapport inria-00070293v1
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Assessing the impact and limits of steady-state scheduling for mixed task and data parallelism on heterogeneous platforms

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
[Research Report] RR-5198, LIP RR-2004-20, INRIA, LIP. 2004, pp.44
Rapport inria-00070794v1
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Independent and Divisible Task Scheduling on Heterogeneous Star-shaped Platforms with Limited Memory

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
[Research Report] RR-5196, LIP RR-2004-22, INRIA, LIP. 2004, pp.28
Rapport inria-00070796v1
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Complexity results and heuristics for pipelined multicast operations on heterogeneous platforms

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
[Research Report] RR-5123, LIP RR-2004-07, INRIA, LIP. 2004
Rapport inria-00071460v1
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Automatic Deployment for Hierarchical Network Enabled Server

Eddy Caron , Pushpinder Kaur Chouhan , Arnaud Legrand
[Research Report] RR-5146, LIP RR-2003-51, INRIA, LIP. 2004
Rapport inria-00071437v1

Steady-State Scheduling on Heterogeneous Clusters: Why and How?

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
[Research Report] 2004-11, 2004
Rapport hal-00807279v1
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Off-line scheduling of divisible requests on an heterogeneous collection of databanks

Arnaud Legrand , Alan Su , Frédéric Vivien
[Research Report] RR-5386, LIP RR-2004-51, INRIA,LIP. 2004, pp.13
Rapport inria-00070617v1
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Optimizing the steady-state throughput of Broadcasts on heterogeneous platforms

Arnaud Legrand , Olivier Beaumont , Loris Marchal , Yves Robert
RR-4871, INRIA. 2003
Rapport inria-00071712v1
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Optimizing the steady-state throughput of scatter and reduce operationson heterogeneous platforms

Arnaud Legrand , Loris Marchal , Yves Robert
RR-4872, INRIA. 2003
Rapport inria-00071711v1
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Load-balancing iterative computations in heterogeneous clusters with shared communication links

Arnaud Legrand , Hélène Renard , Yves Robert , Frédéric Vivien
[Research Report] RR-4800, LIP RR-2003-23, INRIA, LIP. 2003
Rapport inria-00071786v1
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Steady-state scheduling of task graphs on heterogeneous computing platforms

Olivier Beaumont , Arnaud Legrand , Loris Marchal , Yves Robert
[Research Report] RR-4870, LIP RR-2003-29, INRIA, LIP. 2003
Rapport inria-00071713v1

Automatic Deployment for Hierarchical Network Enabled Server

Eddy Caron , Pushpinder Kaur Chouhan , Arnaud Legrand
[Research Report] RR-2003-51, LIP - ENS Lyon. 2003
Rapport hal-01431490v1
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Scheduling Divisible Loads on Star and Tree Networks: Results and Open Problems

Olivier Beaumont , Henri Casanova , Arnaud Legrand , Yves Robert , Yang Yang
[Research Report] RR-4916, INRIA, LIP. 2003, pp.LIP RR-2003-41
Rapport inria-00071663v1

Scheduling strategies for mixed data and task parallelism on heterogeneous processor grids

Olivier Beaumont , Arnaud Legrand , Yves Robert
[Research Report] 2002-20, 2002
Rapport hal-00807405v1

Static scheduling strategies for heterogeneous systems

Olivier Beaumont , Arnaud Legrand , Yves Robert
[Research Report] 2002-29, 2002
Rapport hal-00807404v1

Scheduling strategies for master-slave tasking on heterogeneous processor grids

Cyril Banino , Olivier Beaumont , Arnaud Legrand , Yves Robert
[Research Report] 2002-12, 2002
Rapport hal-00807406v1

A polynomial-time algorithm for allocating independent tasks on heterogeneous fork-graphs

Olivier Beaumont , Arnaud Legrand , Yves Robert
[Research Report] 2002-7, 2002
Rapport hal-00807403v1
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Data Allocation Strategies for Dense Linear Algebra on two-dimensional Grids with Heterogeneous Communication Links

Olivier Beaumont , Arnaud Legrand , Yves Robert
[Research Report] RR-4165, LIP RR-2001-14, INRIA, LIP. 2001
Rapport inria-00072457v1
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The Master-Slave Paradigm with Heterogeneous Processors

Olivier Beaumont , Arnaud Legrand , Yves Robert
[Research Report] RR-4156, LIP RR-2001-13, INRIA, LIP. 2001
Rapport inria-00072467v1
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Bandwidth-Centric Allocation of Independent Tasks on Heterogeneous Platforms

Olivier Beaumont , Larry Carter , Jeanne Ferrante , Arnaud Legrand , Yves Robert
[Research Report] RR-4210, LIP RR-2001-25, INRIA, LIP. 2001
Rapport inria-00072412v1

Heterogeneity Considered Harmful to Algorithm Designers

Olivier Beaumont , Vincent Boudet , Arnaud Legrand , Fabrice Rastello , Yves Robert
[Research Report] 2000-24, 2000
Rapport hal-00856642v1

Dense Linear Algebra Kernels on Heterogeneous Platforms: Redistribution Issues

Olivier Beaumont , Arnaud Legrand , Fabrice Rastello , Yves Robert
[Research Report] 2000-45, 2000
Rapport hal-00856640v1

Static LU Decomposition on Heterogeneous Platforms

Olivier Beaumont , Arnaud Legrand , Fabrice Rastello , Yves Robert
[Research Report] 2000-44, 2000
Rapport hal-00856641v1

Using Simulation to Evaluate Scheduling Heuristics for a Class of Applications in Grid Environments

Francine Berman , Henri Casanova , Arnaud Legrand , Dmitrii Zagorodnov
[Research Report] 1999
Rapport hal-00789476v1
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Scheduling for Large Scale Distributed Computing Systems: Approaches and Performance Evaluation Issues

Arnaud Legrand
Distributed, Parallel, and Cluster Computing [cs.DC]. Université Grenoble Alpes, 2015
HDR tel-01247932v1