% % % % automatically generated % % /home/samy/recherche/gpu/website/biblio/bibtex2html/bibtex2html-1.03/src/bibtex2html -force -sort-criterium year /home/samy/recherche/gpu/website/biblio/lib/config.bib /home/samy/recherche/gpu/website/biblio/lib/style.bib /home/samy/recherche/gpu/website/biblio//starpu.bib /home/samy/recherche/gpu/website/biblio//starpu_related.bib % Date: Tue Jun 23 16:35:11 2026 % Author: samy % % % @INPROCEEDINGS{ducarton:hal-05539507, ADDRESS = {Garching near Munich, France}, AUTHOR = {Nicolas Ducarton and Romain Lion and Samuel Thibault and Thomas Herault and Amina Guermouche}, BOOKTITLE = {WAMTA}, OPTEDITOR = {}, MONTH = {February}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Abstract communicators for task based runtime systems}, OPTVOLUME = {}, YEAR = {2026}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, ULFM, MPI, Task based runtime system, Abstract communicators, Fault tolerance}, URL = {https://hal.science/view/index/docid/5539507}, OPTURL-PUBLISHER = {}, PDF = {https://hal.science/view/index/docid/5539507/file/samplepaper.pdf} } @INPROCEEDINGS{morin:hal-05551684, ADDRESS = {Nouvelle-Orleans, United States}, AUTHOR = {Thomas Morin and Nathalie Furmento and Abdou Guermouche and Samuel Thibault and Pierre-André Wacrenier}, BOOKTITLE = {HCW - 35th Heterogeneity in Computing Workshop}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Greedy Adaptive Task Splitting with Prediction and Placement for Heterogeneous Systems}, OPTVOLUME = {}, YEAR = {2026}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks, Runtime System, Granularity, Task-based programming, Heterogeneous systems}, URL = {https://inria.hal.science/hal-05551684}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-05551684v1/file/paper.pdf} } @INPROCEEDINGS{morin:hal-05666815, ADDRESS = {Poznan (Poland), Poland}, AUTHOR = {Thomas Morin and Nathalie Furmento and Abdou Guermouche and Samuel Thibault and Pierre-André Wacrenier}, BOOKTITLE = {PPAM 2026 - International Conference on Parallel Processing and Applied Mathematics}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Longest-Path-Based Task Splitting for Homogeneous Platforms}, OPTVOLUME = {}, YEAR = {2026}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks, Homogeneous Computing, Runtime Systems, Multi-Granularity}, URL = {https://inria.hal.science/hal-05666815}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-05666815v1/file/samplepaper.pdf} } @INPROCEEDINGS{nicolas:hal-05538493, ADDRESS = {Garching bei München, Germany}, AUTHOR = {Brieuc Nicolas and Nathalie Furmento and Samuel Thibault and Mathieu Faverge and Abdou Guermouche and Thomas Herault}, BOOKTITLE = {WAMTA 2026 - Workshop on Asynchronous Many-Task Systems and Applications}, EDITOR = {Springer Nature}, MONTH = {February}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Managing Explicit Communications Within a Sequential Task Flow Paradigm}, VOLUME = {WAMTA 2026 - Fourth International Workshop on Asynchronous Many-Task Systems and Applications}, YEAR = {2026}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, Runtime Systems, Asynchronous Communications, Distributed Task Graph}, URL = {https://inria.hal.science/hal-05538493}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-05538493v1/file/paper.pdf} } @ARTICLE{furmento:hal-05199066, AUTHOR = {Nathalie Furmento and Abdou Guermouche and Gwenolé Lucas and Thomas Morin and Samuel Thibault and Pierre-André Wacrenier}, JOURNAL = {Journal of Parallel and Distributed Computing}, MONTH = {June}, OPTNOTE = {}, OPTNUMBER = {}, PAGES = {105157}, PUBLISHER = {Elsevier}, TITLE = {Optimizing Parallel Heterogeneous System Efficiency: Dynamic Task Graph Adaptation with Recursive Tasks}, VOLUME = {205}, YEAR = {2025}, OPTABSTRACT = {}, DOI = {10.1016/j.jpdc.2025.105157}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks}, URL = {https://hal.science/hal-05199066}, OPTURL-PUBLISHER = {}, PDF = {https://hal.science/hal-05199066v1/document} } @ARTICLE{gonthier:hal-05226796, AUTHOR = {Maxime Gonthier and Loris Marchal and Samuel Thibault}, JOURNAL = {Journal of Parallel and Distributed Computing}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, PAGES = {105170}, PUBLISHER = {Elsevier}, TITLE = {A scheduler to foster data locality for GPU and out-of-core task-based linear algebra applications}, VOLUME = {206}, YEAR = {2025}, OPTABSTRACT = {}, DOI = {10.1016/j.jpdc.2025.105170}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Memory-aware scheduling, Eviction policy, Tasks sharing data, Runtime systems, Data locality, GPUs, CPU, Scheduling, Scheduling Memory-aware scheduling Eviction policy Tasks sharing data Runtime systems Data locality GPUs CPU}, URL = {https://inria.hal.science/hal-05226796}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-05226796v1/file/JPDC.pdf} } @INPROCEEDINGS{chatelain:hal-05147860, ADDRESS = {Bordeaux, France}, AUTHOR = {Tanguy Chatelain}, BOOKTITLE = {COMPAS 2025 - Conférence francophone d'informatique en Parallélisme, Architecture et Système}, OPTEDITOR = {}, MONTH = {June}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Anticipation des communications réseau grâce à la connaissance du futur dans le parallélisme à tâches}, OPTVOLUME = {}, YEAR = {2025}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, programmation par tâches, réseau haute performance, programmation parallèle hybride}, URL = {https://hal.science/hal-05147860}, OPTURL-PUBLISHER = {}, PDF = {https://hal.science/hal-05147860v1/file/abstract.pdf} } @TECHREPORT{bouchaud:hal-05224253, OPTADDRESS = {}, AUTHOR = {Paul Bouchaud}, INSTITUTION = {ENS de Lyon ; Inria}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, TITLE = {Task-Based Runtime Support and Programming for Finite Element Simulations}, OPTTYPE = {}, YEAR = {2025}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications}, URL = {https://inria.hal.science/hal-05224253}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-05224253v1/file/Rapport_Stage_Bouchaud_Paul_Annex.pdf} } @MASTERSTHESIS{bettonte:hal-05224224, OPTADDRESS = {}, AUTHOR = {Giorgio Bettonte}, MONTH = {August}, OPTNOTE = {}, SCHOOL = {University of Luxembourg ; Inria}, TITLE = {High-performance cell-based simulations of cardiac electrophysiology using task parallelism}, OPTTYPE = {}, YEAR = {2025}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications}, URL = {https://inria.hal.science/hal-05224224}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-05224224v1/file/master_thesis_gbettonte_2025.pdf} } @INPROCEEDINGS{beaumont:hal-04690154, ADDRESS = {Hilo, Hawaii, United States}, AUTHOR = {Olivier Beaumont and Jean-François David and Lionel Eyraud-Dubois and Samuel Thibault}, BOOKTITLE = {SBAC-PAD 2024 - IEEE 36th International Symposium on Computer Architecture and High Performance Computing}, OPTEDITOR = {}, MONTH = {November}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Exploiting Processor Heterogeneity to Improve Throughput and Reduce Latency for Deep Neural Network Inference}, OPTVOLUME = {}, YEAR = {2024}, OPTABSTRACT = {}, DOI = {10.1109/SBAC-PAD63648.2024.00012}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, dynamic scheduling, graph partitioning, heterogeneous computing, latency optimization, real-time systems, StarPU, ONNX Runtime}, URL = {https://hal.science/hal-04690154}, OPTURL-PUBLISHER = {}, PDF = {https://hal.science/hal-04690154v1/file/sbac_pad%20%281%29.pdf} } @INPROCEEDINGS{beaumont:hal-04668550, ADDRESS = {Nantes, France}, AUTHOR = {Olivier Beaumont and Jean-François David and Lionel Eyraud-Dubois and Samuel Thibault}, BOOKTITLE = {Compas 2024 - Conférence francophone d'informatique en Parallélisme, Architecture et Système}, OPTEDITOR = {}, MONTH = {July}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {StarONNX : Un ordonanceur dynamique pour une inférence rapide et à haut débit sur des ressources hétérogènes}, OPTVOLUME = {}, YEAR = {2024}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, Ordonnancement dynamique, Inférence des réseaux de neurones profonds, Hétérogénéité des ressources, Débit / Latence}, URL = {https://inria.hal.science/hal-04668550}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-04668550/file/staronnx_compas2024.pdf} } @INPROCEEDINGS{beaumont:hal-04646530, ADDRESS = {Madrid, Spain}, AUTHOR = {Olivier Beaumont and Jean-François David and Lionel Eyraud-Dubois and Samuel Thibault}, BOOKTITLE = {HeteroPar 2024 - 22ND INTERNATIONAL WORKSHOP Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms}, OPTEDITOR = {}, MONTH = {August}, NOTE = {(collocated with Euro-Par 2024)}, OPTNUMBER = {}, ORGANIZATION = {EuroPar'24}, OPTPAGES = {}, OPTPUBLISHER = {}, SERIES = {HeteroPar'24 Proceedings}, TITLE = {StarONNX: a Dynamic Scheduler for Low Latency and High Throughput Inference on Heterogeneous Resources}, OPTVOLUME = {}, YEAR = {2024}, OPTABSTRACT = {}, DOI = {10.1007/978-3-031-90200-0_30}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, Dynamic Scheduling, Resource Management, DNN inference, Throughput / Latency, Resource Heterogeneity, Graph Partitioning, ONNX Runtime, StarPU}, URL = {https://inria.hal.science/hal-04646530}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-04646530/file/heteropar.pdf} } @INPROCEEDINGS{furmento:hal-04548787, ADDRESS = {Knoxville, United States}, AUTHOR = {Nathalie Furmento and Abdou Guermouche and Gwenolé Lucas and Thomas Morin and Samuel Thibault and Pierre-André Wacrenier}, BOOKTITLE = {WAMTA 2024 - Workshop on Asynchronous Many-Task Systems and Applications 2024}, OPTEDITOR = {}, MONTH = {February}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, PUBLISHER = {https://wamta24.icl.utk.edu/}, OPTSERIES = {}, TITLE = {Optimizing Parallel System Efficiency: Dynamic Task Graph Adaptation with Recursive Tasks}, OPTVOLUME = {}, YEAR = {2024}, OPTABSTRACT = {}, DOI = {10.2139/ssrn.5224517}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks, Task-based programming, Granularity, Runtime System}, URL = {https://inria.hal.science/hal-04548787}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-04548787/file/wamta24.pdf} } @INPROCEEDINGS{morin:hal-04672417, ADDRESS = {Nantes, France}, AUTHOR = {Thomas Morin}, BOOKTITLE = {COMPAS 2024 - Conférence francophone d'informatique en Parallélisme, Architecture et Système}, OPTEDITOR = {}, MONTH = {July}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Optimiser l'Efficacité des Systèmes Parallèles : Adaptation Dynamique des Graphes de Tâches Récursives}, OPTVOLUME = {}, YEAR = {2024}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks}, URL = {https://inria.hal.science/hal-04672417}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-04672417v1/file/samplepaper.pdf} } @INPROCEEDINGS{pinto2024performance, OPTADDRESS = {}, AUTHOR = {Vinicius Garcia Pinto and João VF Lima and Vanderlei Munhoz and Daniel Cordeiro and Emilio Francesquini and Márcio Castro}, BOOKTITLE = {Simpósio em Sistemas Computacionais de Alto Desempenho (SSCAD)}, OPTEDITOR = {}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, ORGANIZATION = {SBC}, PAGES = {300--311}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Performance Evaluation of Dense Linear Algebra Kernels using Chameleon and StarPU on AWS}, OPTVOLUME = {}, YEAR = {2024}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications}, OPTURL = {}, OPTURL-PUBLISHER = {} } @PHDTHESIS{gonthier:tel-04260094, OPTADDRESS = {}, AUTHOR = {Maxime Gonthier}, MONTH = {September}, OPTNOTE = {}, NUMBER = {2023ENSL0061}, SCHOOL = {Ecole normale supérieure de lyon - ENS LYON}, TITLE = {Scheduling Under Memory Constraint in Task-based Runtime Systems}, TYPE = {Ph.D Thesis}, YEAR = {2023}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Memory-aware scheduling, Eviction policy, Tasks sharing data, Runtime systems, Data locality, GPUs, CPUs, Job input sharing, Job scheduling, Ordonnancement prenant en compte la mémoire, Politique d'éviction, Tâches partageant des données, Support d'exécution, Localité des données, GPUs, CPUs, Travaux partageant des données d'entrée, Ordonnancement de travaux}, URL = {https://theses.hal.science/tel-04260094}, OPTURL-PUBLISHER = {}, PDF = {https://theses.hal.science/tel-04260094/file/GONTHIER_Maxime_2023ENSL0061.pdf} } @PHDTHESIS{lucas:tel-04316145, OPTADDRESS = {}, AUTHOR = {Gwenolé Lucas}, MONTH = {October}, OPTNOTE = {}, NUMBER = {2023BORD0231}, SCHOOL = {Université de Bordeaux}, TITLE = {On the Use of Hierarchical Task for Heterogeneous Architectures}, TYPE = {Ph.D Thesis}, YEAR = {2023}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks, High-performance computing, Runtime systems, Task-based programming, Programming models, Heterogeneous computing, Dense linear algebra, Programmation à base de tâches, Modèles de programmation, Calcul hétérogène, Algèbre linéaire dense, Calcul Haute-Performance, Supports d'exécution}, URL = {https://theses.hal.science/tel-04316145}, OPTURL-PUBLISHER = {}, PDF = {https://theses.hal.science/tel-04316145/file/LUCAS_GWENOLE_2023.pdf} } @ARTICLE{agullo:hal-03936659, AUTHOR = {Emmanuel Agullo and Alfredo Buttari and Abdou Guermouche and Julien Herrmann and Antoine Jego}, JOURNAL = {ACM Transactions on Mathematical Software}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {Association for Computing Machinery}, TITLE = {Task-based parallel programming for scalable matrix product algorithms}, OPTVOLUME = {}, YEAR = {2023}, OPTABSTRACT = {}, DOI = {10.1145/3583560}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, mathematical software, parallelism, task-based programming, scalability, communication patterns, matrix multiplication, logiciels mathématiques, parallélisme, programmation à base de tâches, passage à l'échelle, schémas de communication, multiplication matricielle}, URL = {https://hal.science/hal-03936659}, OPTURL-PUBLISHER = {}, PDF = {https://hal.science/hal-03936659v2/file/journal-nocopy.pdf} } @ARTICLE{denis:hal-04236246, AUTHOR = {Alexandre Denis and Emmanuel Jeannot and Philippe Swartvagher and Samuel Thibault}, JOURNAL = {Concurrency and Computation: Practice and Experience}, MONTH = {October}, OPTNOTE = {}, OPTNUMBER = {}, PAGES = {24}, PUBLISHER = {Wiley}, TITLE = {Tracing task-based runtime systems: Feedbacks from the StarPU case}, OPTVOLUME = {}, YEAR = {2023}, OPTABSTRACT = {}, DOI = {10.1002/cpe.7920}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Visualization, Task-based runtime systems, Tracing systems, Clock synchronization, Distributed clocks, High-performance computing}, URL = {https://inria.hal.science/hal-04236246}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-04236246/file/article.pdf} } @ARTICLE{faverge:hal-04088833, AUTHOR = {Mathieu Faverge and Nathalie Furmento and Abdou Guermouche and Gwenolé Lucas and Raymond Namyst and Samuel Thibault and Pierre-André Wacrenier}, JOURNAL = {Concurrency and Computation: Practice and Experience}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {Wiley}, TITLE = {Programming Heterogeneous Architectures Using Hierarchical Tasks}, OPTVOLUME = {}, YEAR = {2023}, OPTABSTRACT = {}, DOI = {10.1002/cpe.7811}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks, Multicore, accelerator, GPU, heterogeneous computing, task graph, programming model, runtime system, dense linear algebra}, URL = {https://hal.science/hal-04088833}, OPTURL-PUBLISHER = {}, PDF = {https://hal.science/hal-04088833v1/file/CCPEpaper.pdf} } @ARTICLE{gonthier:hal-03623220, AUTHOR = {Maxime Gonthier and Loris Marchal and Samuel Thibault}, JOURNAL = {Future Generation Computer Systems}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {Elsevier}, TITLE = {Taming data locality for task scheduling under memory constraint in runtime systems}, OPTVOLUME = {}, YEAR = {2023}, OPTABSTRACT = {}, DOI = {10.1016/j.future.2023.01.024}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Memory-aware scheduling, Eviction policy, Tasks sharing data, Runtime systems, GPUs}, URL = {https://hal.inria.fr/hal-03623220}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03623220v2/file/fgcs-paper-reviewers-round2-unmarked-submitted.pdf} } @INPROCEEDINGS{leandronesi:hal-04005071, ADDRESS = {Naples, Italy}, AUTHOR = {Leandro Nesi, Lucas and Garcia Pinto, Vinicius and Lucas Mello Schnorr and Arnaud Legrand}, BOOKTITLE = {PDP 2023 - 31st Euromicro International Conference on Parallel, Distributed, and Network-Based Processing}, OPTEDITOR = {}, MONTH = {March}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {1-8}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Summarizing task-based applications behavior over many nodes through progression clustering}, OPTVOLUME = {}, YEAR = {2023}, OPTABSTRACT = {}, DOI = {10.1109/PDP59025.2023.00014}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Visualization, HPC, Visualization, Performance Analysis, Task-Based, Heterogeneity}, URL = {https://hal.science/hal-04005071}, OPTURL-PUBLISHER = {}, PDF = {https://hal.science/hal-04005071/file/PDP.pdf} } @INPROCEEDINGS{thibault:hal-04115280, ADDRESS = {Talence, France}, AUTHOR = {Samuel Thibault}, BOOKTITLE = {15th Joint Laboratory for Extreme Scale Computing (JLESC) Workshop}, OPTEDITOR = {}, MONTH = {March}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Vector operations, tiled operations, distributed execution, task graphs, ... What next ?}, OPTVOLUME = {}, YEAR = {2023}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks}, URL = {https://inria.hal.science/hal-04115280}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-04115280/file/23-03-21-jlesc.pdf} } @MISC{gonthier:hal-04090595, AUTHOR = {Maxime Gonthier and Loris Marchal and Samuel Thibault}, HOWPUBLISHED = {ISC 2023 - ISC High Performance 2023}, MONTH = {May}, NOTE = {Poster}, TITLE = {Memory-Aware Scheduling Of Tasks Sharing Data On Multiple GPUs}, YEAR = {2023}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Memory-Aware, Locality, Runtime Systmes, GPUs}, URL = {https://inria.hal.science/hal-04090595}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-04090595/file/Poster.pdf} } @MISC{gonthier:hal-04090612, AUTHOR = {Maxime Gonthier and Loris Marchal and Samuel Thibault}, HOWPUBLISHED = {JLESC 2023 -15th JLESC Workshop}, MONTH = {March}, OPTNOTE = {}, TITLE = {Memory-Aware Scheduling of Tasks Sharing Data on Multiple GPUs}, YEAR = {2023}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Runtime systems, GPUs, Scheduling, Locality}, URL = {https://inria.hal.science/hal-04090612}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-04090612/file/jlesc%20%281%29.pdf} } @PHDTHESIS{lion:tel-04213186, OPTADDRESS = {}, AUTHOR = {Romain Lion}, MONTH = {December}, OPTNOTE = {}, NUMBER = {2022BORD0393}, SCHOOL = {Université de Bordeaux}, TITLE = {Réplication de données pour la tolérance aux pannes dans un support d'exécution distribué à base de tâches}, TYPE = {Ph.D Thesis}, YEAR = {2022}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, Failure Tolerance, Checkpoints, Task-based runtime system, Tolérance aux pannes, Checkpoint, Support d'exécution à base de tâches}, URL = {https://theses.hal.science/tel-04213186}, OPTURL-PUBLISHER = {}, PDF = {https://theses.hal.science/tel-04213186/file/LION_ROMAIN_2022.pdf} } @PHDTHESIS{swartvagher:tel-03989856, OPTADDRESS = {}, AUTHOR = {Philippe Swartvagher}, MONTH = {November}, OPTNOTE = {}, NUMBER = {2022BORD0322}, SCHOOL = {Université de Bordeaux}, TITLE = {On the Interactions between HPC Task-based Runtime Systems and Communication Libraries}, TYPE = {Ph.D Thesis}, YEAR = {2022}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, High-Performance computing, Communication libraries, Task-Based programming, Distributed computing, Runtime systems, MPI, Calcul Haute Performance, Bibliothèques de communication, Programmation par tâches, Calcul distribué, Supports d'exécution, MPI}, URL = {https://theses.hal.science/tel-03989856}, OPTURL-PUBLISHER = {}, PDF = {https://theses.hal.science/tel-03989856/file/SWARTVAGHER_PHILIPPE__2022.pdf} } @ARTICLE{miletto:hal-03298021, AUTHOR = {Marcelo Cogo Miletto and Lucas Leandro Nesi and Mello Schnorr, Lucas and Arnaud Legrand}, JOURNAL = {Future Generation Computer Systems}, MONTH = {October}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {Elsevier}, TITLE = {Performance Analysis of Irregular Task-Based Applications on Hybrid Platforms: Structure Matters}, VOLUME = {135}, YEAR = {2022}, OPTABSTRACT = {}, DOI = {10.1016/j.future.2022.05.013}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Visualization, Performance Analysis, Task-based Scheduling, Trace Visualization, Performance Modeling, Irregular Tasks, Elimination Tree}, URL = {https://inria.hal.science/hal-03298021}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-03298021v2/file/elsevier.pdf} } @INPROCEEDINGS{faverge:hal-03789625, ADDRESS = {Glasgow, United Kingdom}, AUTHOR = {Mathieu Faverge and Nathalie Furmento and Abdou Guermouche and Gwenolé Lucas and Raymond Namyst and Samuel Thibault and Pierre-André Wacrenier}, BOOKTITLE = {HeteroPar 2022}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {12}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Programming Heterogeneous Architectures Using Hierarchical Tasks}, OPTVOLUME = {}, YEAR = {2022}, OPTABSTRACT = {}, DOI = {10.1007/978-3-031-31209-0_7}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks, Multicore, accelerator, GPU, heterogeneous computing, task graph, programming model, runtime system, dense linear algebra, Multicore accelerator GPU heterogeneous computing task graph programming model runtime system dense linear algebra}, URL = {https://hal.science/hal-03789625}, OPTURL-PUBLISHER = {}, PDF = {https://hal.science/hal-03789625/file/paper%20%281%29.pdf} } @INPROCEEDINGS{faverge:hal-03773486, ADDRESS = {Amiens, France}, AUTHOR = {Mathieu Faverge and Nathalie Furmento and Abdou Guermouche and Gwenolé Lucas and Samuel Thibault and Pierre-André Wacrenier}, BOOKTITLE = {COMPAS 2022 - Conférence francophone d'informatique en Parallélisme, Architecture et Système}, OPTEDITOR = {}, MONTH = {July}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Programmation des architectures hétérogènes à l'aide de tâches hiérarchiques}, OPTVOLUME = {}, YEAR = {2022}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks}, URL = {https://hal.inria.fr/hal-03773486}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03773486/file/ComPAS2022_paper_10.pdf} } @INPROCEEDINGS{gonthier:hal-03552243, ADDRESS = {Lyon, France}, AUTHOR = {Maxime Gonthier and Samuel Thibault and Loris Marchal}, BOOKTITLE = {IPDPS 2022 - 36th IEEE International Parallel & Distributed Processing Symposium}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, PUBLISHER = {IEEE}, OPTSERIES = {}, TITLE = {Memory-Aware Scheduling of Tasks Sharing Data on Multiple GPUs with Dynamic Runtime Systems}, OPTVOLUME = {}, YEAR = {2022}, OPTABSTRACT = {}, DOI = {10.1109/IPDPS53621.2022.00073}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Memory-aware scheduling, Eviction policy, Tasks sharing data, Runtime systems}, URL = {https://hal.inria.fr/hal-03552243}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03552243/file/IPDPS-camera-ready.pdf} } @TECHREPORT{agullo:hal-03588491, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Alfredo Buttari and Abdou Guermouche and Julien Herrmann and Antoine Jego}, INSTITUTION = {Inria Bordeaux - Sud-Ouest}, MONTH = {February}, OPTNOTE = {}, NUMBER = {9461}, PAGES = {26}, TITLE = {Task-Based Parallel Programming for Scalable Algorithms: application to Matrix Multiplication}, TYPE = {Research Report}, YEAR = {2022}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {Papers related to StarPU, Mathematical software, parallelism, task-based programming, scalability, communication patterns, matrix multiplication, Logiciels mathématiques, parallélisme, programmation à base de tâches, passage à l'échelle, schémas de communication, multiplication matricielle}, URL = {https://hal.inria.fr/hal-03588491}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03588491/file/RR-9461.pdf} } @TECHREPORT{agullo:hal-03773985, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Olivier Coulaud and Alexandre Denis and Mathieu Faverge and Alain A. Franc and Jean-Marc Frigerio and Nathalie Furmento and Samuel Thibault and Adrien Guilbaud and Emmanuel Jeannot and Romain Peressoni and Florent Pruvost}, INSTITUTION = {Inria Bordeaux - Sud Ouest ; Inrae - BioGeCo}, MONTH = {September}, OPTNOTE = {}, NUMBER = {9482}, PAGES = {37}, TITLE = {Task-based randomized singular value decomposition and multidimensional scaling}, TYPE = {Research Report}, YEAR = {2022}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, task-based programming, randomized singular value decomposition (RSVD), multidimensional scaling (MDS), random projection, distributed memory, heterogeneous machine, runtime system, programmation à base de tâches, décomposition en valeur singulière randomisée, positionnement multidimensionel, projection aléatoire, mémoire distribuée, machine hétérogène, moteur d'exécution}, URL = {https://hal.inria.fr/hal-03773985}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03773985/file/RR-9482.pdf} } @TECHREPORT{faverge:hal-03609275, OPTADDRESS = {}, AUTHOR = {Mathieu Faverge and Nathalie Furmento and Gwenolé Lucas and Abdou Guermouche and Raymond Namyst and Samuel Thibault and Pierre-André Wacrenier}, INSTITUTION = {Inria Bordeaux Sud-Ouest}, MONTH = {March}, OPTNOTE = {}, NUMBER = {RR-9466}, TITLE = {Programming Heterogeneous Architectures Using Hierarchical Tasks}, TYPE = {Research Report}, YEAR = {2022}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Recursive Tasks, Multicore, accelerator, GPU, heterogeneous computing, task graph, programming model, runtime system, dense linear algebra, Multi-c$\div$urs, Accélérateurs, GPU, Calcul hétérogène, Graphe de tâches, Modèle de programmation, Support d'exécution, Algèbre linéaire dense}, URL = {https://hal.inria.fr/hal-03609275}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03609275/file/RR-9466.pdf} } @MASTERSTHESIS{morin:hal-03897912, OPTADDRESS = {}, AUTHOR = {Thomas Morin}, MONTH = {December}, OPTNOTE = {}, SCHOOL = {Université de Bordeaux (UB), FRA.}, TITLE = {Exploring the collaboration between FEniCSx and StarPU}, OPTTYPE = {}, YEAR = {2022}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, Starpu, Finite Element Method, Parallelism, Heterogeneous me}, URL = {https://inria.hal.science/hal-03897912}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-03897912v1/file/Thomas_Morin_2022_Internship-1.pdf} } @ARTICLE{agullo:hal-03348787, AUTHOR = {Emmanuel Agullo and Mirco Altenbernd and Hartwig Anzt and Leonardo Bautista-Gomez and Tommaso Benacchio and Luca Bonaventura and Hans-Joachim Bungartz and Sanjay Chatterjee and Florina M Ciorba and Nathan Debardeleben and Daniel Drzisga and Sebastian Eibl and Christian Engelmann and Wilfried N Gansterer and Luc Giraud and Dominik Göddeke and Marco Heisig and Fabienne Jézéquel and Nils Kohl and Sherry Xiaoye and Romain Lion and Miriam Mehl and Paul Mycek and Michael Obersteiner and Enrique S Quintana-Ortì and Francesco Rizzi and Ulrich Rüde and Martin Schulz and Fred Fung and Robert Speck and Linda Stals and Keita Teranishi and Samuel Thibault and Dominik Thönnes and Andreas Wagner and Barbara Wohlmuth}, JOURNAL = {International Journal of High Performance Computing Applications}, MONTH = {September}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {SAGE Publications}, TITLE = {Resiliency in numerical algorithm design for extreme scale simulations}, OPTVOLUME = {}, YEAR = {2021}, OPTABSTRACT = {}, DOI = {10.1177/10943420211055188}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, Fault tolerance, Task-based programming, Checkpoint-restart, Buddy in-memory}, URL = {https://hal.inria.fr/hal-03348787}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03348787/file/2010.13342.pdf} } @ARTICLE{papadopoulos:hal-03318644, AUTHOR = {Lazaros Papadopoulos and Dimitrios Soudris and Christoph Kessler and August Ernstsson and Johan Ahlqvist and Nikos Vasilas and Athanasios I Papadopoulos and Panos Seferlis and Charles Prouveur and Matthieu Haefele and Samuel Thibault and Athanasios Salamanis and Theodoros Ioakimidis and Dionysios Kehagias}, JOURNAL = {IEEE Transactions on Parallel and Distributed Systems}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {Institute of Electrical and Electronics Engineers}, SERIES = {Special Section on Innovative R\&D toward the Exascale Era}, TITLE = {EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing Systems}, OPTVOLUME = {}, YEAR = {2021}, OPTABSTRACT = {}, DOI = {10.1109/TPDS.2021.3104257}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, programming models, skeleton programming, task-based runtime systems, programming productivity, heterogeneous systems, exascale computing}, URL = {https://hal.inria.fr/hal-03318644}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03318644/file/EXA2PRO___TPDS.pdf} } @INPROCEEDINGS{denis:hal-03290121, ADDRESS = {Chicago / Virtual, United States}, AUTHOR = {Alexandre Denis and Emmanuel Jeannot and Philippe Swartvagher}, BOOKTITLE = {ICPP 2021 - 50th International Conference on Parallel Processing}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {11}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Interferences between Communications and Computations in Distributed HPC Systems}, OPTVOLUME = {}, YEAR = {2021}, OPTABSTRACT = {}, DOI = {10.1145/3472456.3473516}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {Papers related to StarPU, Processor frequency, Memory contention, MPI, HPC, Runtime system}, URL = {https://hal.inria.fr/hal-03290121}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03290121/file/rr.pdf} } @INPROCEEDINGS{gonthier:hal-03290998, ADDRESS = {Lisbon, Portugal}, AUTHOR = {Maxime Gonthier and Loris Marchal and Samuel Thibault}, BOOKTITLE = {COLOC: 5th workshop on data locality - 7th International European Conference on Parallel and Distributed Computing Workshops}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Locality-Aware Scheduling of Independent Tasks for Runtime Systems}, OPTVOLUME = {}, YEAR = {2021}, OPTABSTRACT = {}, DOI = {10.1007/978-3-031-06156-1_1}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Memory-aware scheduling, Eviction policy, Tasks sharing data, Runtime systems, Ordonnancement sous contrainte mémoire, Politique d'éviction, Tâches partageant des données, Support d'exécution}, URL = {https://hal.archives-ouvertes.fr/hal-03290998}, OPTURL-PUBLISHER = {}, PDF = {https://hal.archives-ouvertes.fr/hal-03290998/file/coloc-cameraready-submitted.pdf} } @INPROCEEDINGS{pintohwc2021, OPTADDRESS = {}, AUTHOR = {Vinicius Garcia Pinto and Lucas Leandro Nesi and Marcelo Cogo Miletto and Lucas Mello Schnorr}, BOOKTITLE = {2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Providing In-depth Performance Analysis for Heterogeneous Task-based Applications with StarVZ}, OPTVOLUME = {}, YEAR = {2021}, OPTABSTRACT = {}, DOI = {10.1109/IPDPSW52791.2021.00013}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Visualization}, URL = {https://drive.google.com/file/d/18IYdLW9eiSDzwMM3RJV0Flp83OcBWp5R/view?usp=sharing}, OPTURL-PUBLISHER = {} } @TECHREPORT{gonthier:hal-03144290, OPTADDRESS = {}, AUTHOR = {Maxime Gonthier and Loris Marchal and Samuel Thibault}, INSTITUTION = {Inria}, OPTMONTH = {}, OPTNOTE = {}, NUMBER = {RR-9394}, PAGES = {22}, TITLE = {Locality-Aware Scheduling of Independant Tasks for Runtime Systems}, TYPE = {Research Report}, YEAR = {2021}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Tasks sharing data, Eviction policy, Memory-aware scheduling, Runtime systems, Ordonnancement sous contrainte mémoire, Politique d'éviction, Tâches partageant des données, Support d'exécution}, URL = {https://hal.inria.fr/hal-03144290}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03144290v5/file/RR_coloc2021-submitted.pdf} } @INPROCEEDINGS{daoudi:hal-02933803, ADDRESS = {Austin, USA}, AUTHOR = {Idriss Daoudi and Philippe Virouleau and Thierry Gautier and Samuel Thibault and Olivier Aumage}, BOOKTITLE = {IWOMP 2020 - 16th International Workshop on OpenMP}, OPTEDITOR = {}, MONTH = {September}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, PUBLISHER = {Springer}, SERIES = {LNCS}, TITLE = {sOMP: Simulating OpenMP Task-Based Applications with NUMA Effects}, VOLUME = {12295}, YEAR = {2020}, OPTABSTRACT = {}, DOI = {10.1007/978-3-030-58144-2_13}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On The Simulation Support through SimGrid, OpenMP tasks, NUMA architecture, Performance modeling, Simulation}, URL = {https://hal.inria.fr/hal-02933803}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02933803/file/p05_daoudi.pdf} } @INPROCEEDINGS{denis:hal-02872765, ADDRESS = {Warsaw, Poland}, AUTHOR = {Alexandre Denis and Emmanuel Jeannot and Philippe Swartvagher and Samuel Thibault}, BOOKTITLE = {Euro-Par - 26th International European Conference on Parallel and Distributed Computing}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, ORGANIZATION = {Rzadca and Malawski}, OPTPAGES = {}, PUBLISHER = {Springer}, OPTSERIES = {}, TITLE = {Using Dynamic Broadcasts to improve Task-Based Runtime Performances}, OPTVOLUME = {}, YEAR = {2020}, OPTABSTRACT = {}, DOI = {10.1007/978-3-030-57675-2_28}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, Task-based runtime system, communications, collective, broadcast}, URL = {https://hal.inria.fr/hal-02872765}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02872765/file/dynamic_broadcasts.pdf} } @INPROCEEDINGS{lion:hal-02970529, ADDRESS = {Atlanta, USA}, AUTHOR = {Romain Lion and Samuel Thibault}, BOOKTITLE = {2020 IEEE/ACM 10th Workshop on Fault Tolerance for HPC at eXtreme Scale (FTXS)}, OPTEDITOR = {}, MONTH = {November}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {From tasks graphs to asynchronous distributed checkpointing with local restart}, OPTVOLUME = {}, YEAR = {2020}, OPTABSTRACT = {}, DOI = {10.1109/FTXS51974.2020.00009}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, Fault tolerance, Task-based programming, Checkpoint-restart, Buddy in-memory}, URL = {https://hal.archives-ouvertes.fr/hal-02970529}, OPTURL-PUBLISHER = {}, PDF = {https://hal.archives-ouvertes.fr/hal-02970529/file/2020001221.pdf} } @INPROCEEDINGS{lopes:hal-02914793, ADDRESS = {Porto, Portugal}, AUTHOR = {Rafael Alvares da Silva Lopes and Samuel Thibault and Alba Cristina Magalhães Alves de Melo}, BOOKTITLE = {SBAC-PAD 2020 - IEEE 32nd International Symposium on Computer Architecture and High Performance Computing}, OPTEDITOR = {}, MONTH = {September}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {MASA-StarPU: Parallel Sequence Comparison with Multiple Scheduling Policies and Pruning}, OPTVOLUME = {}, YEAR = {2020}, OPTABSTRACT = {}, DOI = {10.1109/SBAC-PAD49847.2020.00039}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, Parallel sequence comparison, parallel programming environment, dynamic programming}, URL = {https://hal.inria.fr/hal-02914793}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02914793/file/lopes_rafael_paper25_sbacpad2020.pdf} } @INPROCEEDINGS{10.5555/3433701.3433783, OPTADDRESS = {}, AUTHOR = {Elliott Slaughter and Wei Wu and Yuankun Fu and Legend Brandenburg and Nicolai Garcia and Wilhem Kautz and Emily Marx and Kaleb S. Morris and Qinglei Cao and George Bosilca and Seema Mirchandaney and Wonchan Lee and Sean Treichler and Patrick McCormick and Alex Aiken}, BOOKTITLE = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis}, OPTEDITOR = {}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, PUBLISHER = {IEEE Press}, SERIES = {SC '20}, TITLE = {Task Bench: A Parameterized Benchmark for Evaluating Parallel Runtime Performance}, OPTVOLUME = {}, YEAR = {2020}, ABSTRACT = {We present Task Bench, a parameterized benchmark designed to explore the performance of distributed programming systems under a variety of application scenarios. Task Bench dramatically lowers the barrier to benchmarking and comparing multiple programming systems by making the implementation for a given system orthogonal to the benchmarks themselves: every benchmark constructed with Task Bench runs on every Task Bench implementation. Furthermore, Task Bench's parameterization enables a wide variety of benchmark scenarios that distill the key characteristics of larger applications.To assess the effectiveness and overheads of the tested systems, we introduce a novel metric, minimum effective task granularity (METG). We conduct a comprehensive study with 15 programming systems on up to 256 Haswell nodes of the Cori supercomputer. Running at scale, 100μs-long tasks are the finest granularity that any system runs efficiently with current technologies. We also study each system's scalability, ability to hide communication and mitigate load imbalance.}, DOI = {10.5555/3433701.3433783}, ISBN = {9781728199986}, OPTISSN = {}, KEYWORDS = {Papers related to StarPU}, URL = {https://dl.acm.org/doi/10.5555/3433701.3433783}, OPTURL-PUBLISHER = {}, PDF = {https://dl.acm.org/doi/pdf/10.5555/3433701.3433783} } @INPROCEEDINGS{thibault:hal-02943753, ADDRESS = {Seattle, USA}, AUTHOR = {Samuel Thibault and Luka Stanisic and Arnaud Legrand}, BOOKTITLE = {SIAM Conference on Parallel Processing for Scientific Computing (SIAM PP 2020)}, OPTEDITOR = {}, MONTH = {February}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Faithful Performance Prediction of a Dynamic Task-based Runtime System, an Opportunity for Task Graph Scheduling}, OPTVOLUME = {}, YEAR = {2020}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On The Simulation Support through SimGrid}, URL = {https://hal.inria.fr/hal-02943753}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02943753/file/20-02-15-siampp-seattle.pdf} } @INPROCEEDINGS{soni:hal-02985721, ADDRESS = {Barcelona, Spain}, AUTHOR = {Georgios Tzanos and Vineet Soni and Charles Prouveur and Matthieu Haefele and Stavroula Zouzoula and Lazaros Papadopoulos and Samuel Thibault and Nicolas Vandenbergen and Dirk Pleiter and Dimitrios Soudris}, BOOKTITLE = {Parallel Optimization using/for Multi and Many-core High Performance Computing (POMCO)}, OPTEDITOR = {}, MONTH = {December}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Applying StarPU runtime system to scientific applications: Experiences and lessons learned}, OPTVOLUME = {}, YEAR = {2020}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU, task-based programming models, HPC}, URL = {https://hal.inria.fr/hal-02985721}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02985721/file/POMCO2020-camera-ready.pdf} } @ARTICLE{bramas:hal-02120736, AUTHOR = {Bérenger Bramas}, JOURNAL = {PeerJ Computer Science}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {PeerJ}, TITLE = {Impact study of data locality on task-based applications through the Heteroprio scheduler}, OPTVOLUME = {}, YEAR = {2019}, OPTABSTRACT = {}, DOI = {10.7717/peerj-cs.190}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Task-based, Starpu, HPC, Data locality}, URL = {https://hal.inria.fr/hal-02120736}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02120736/file/peerj-cs-190.pdf} } @INPROCEEDINGS{alonazi:hal-02403109, ADDRESS = {Albuquerque, USA}, AUTHOR = {A. AlOnazi and H. Ltaief and D. Keyes and I. Said and Samuel Thibault}, BOOKTITLE = {2019 IEEE International Conference on Cluster Computing (CLUSTER)}, OPTEDITOR = {}, MONTH = {September}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {1-11}, PUBLISHER = {IEEE}, OPTSERIES = {}, TITLE = {Asynchronous Task-Based Execution of the Reverse Time Migration for the Oil and Gas Industry}, OPTVOLUME = {}, YEAR = {2019}, OPTABSTRACT = {}, DOI = {10.1109/CLUSTER.2019.8891054}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, Index Terms-Reverse Time Migration, Task-Based Program- ming Model, Out-Of-Core Algorithms, Asynchronous Executions, Overlapping I/O with Computation, STARPU OOC}, URL = {https://hal.inria.fr/hal-02403109}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02403109/file/2019_tbrtm_cluster.pdf} } @INPROCEEDINGS{leandronesi:hal-02275363, ADDRESS = {Larnaca, Cyprus}, AUTHOR = {Leandro Nesi, Lucas and Samuel Thibault and Luka Stanisic and Mello Schnorr, Lucas}, BOOKTITLE = {2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {142-151}, PUBLISHER = {IEEE}, OPTSERIES = {}, TITLE = {Visual Performance Analysis of Memory Behavior in a Task-Based Runtime on Hybrid Platforms}, OPTVOLUME = {}, YEAR = {2019}, OPTABSTRACT = {}, DOI = {10.1109/CCGRID.2019.00025}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Visualization}, URL = {https://hal.inria.fr/hal-02275363}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02275363/file/CCGRID_camera_ready.pdf} } @INPROCEEDINGS{lion:hal-02296118, ADDRESS = {Anglet, France}, AUTHOR = {Romain Lion}, BOOKTITLE = {Conférence d'informatique en Parallélisme, Architecture et Système}, OPTEDITOR = {}, MONTH = {June}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Tolérance aux pannes dans l'exécution distribuée de graphes de tâches}, OPTVOLUME = {}, YEAR = {2019}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, Task-based, Starpu, HPC, Data locality}, URL = {https://hal.inria.fr/hal-02296118}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02296118/file/Compas_Romain_LION_submitted_final.pdf} } @TECHREPORT{alias:hal-02421327, OPTADDRESS = {}, AUTHOR = {Christophe Alias and Samuel Thibault and Laure Gonnord}, INSTITUTION = {INRIA Grenoble ; INRIA Bordeaux}, MONTH = {December}, OPTNOTE = {}, NUMBER = {RR-9315}, TITLE = {A Compiler Algorithm to Guide Runtime Scheduling}, TYPE = {Research Report}, YEAR = {2019}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Compilation, automatic parallelization, polyhedral model, runtime scheduling}, URL = {https://hal.inria.fr/hal-02421327}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-02421327/file/RR-9315.pdf} } @PHDTHESIS{cojean:tel-01816341, OPTADDRESS = {}, AUTHOR = {Terry Cojean}, MONTH = {March}, OPTNOTE = {}, NUMBER = {2018BORD0041}, SCHOOL = {Université de Bordeaux}, TITLE = {Programmation of heterogeneous architectures using moldable tasks}, TYPE = {Ph.D Thesis}, YEAR = {2018}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Parallel Tasks, High Performance Computing, Runtime systems, Parallel tasks programming, Applied linear algebra, Calcul Haute Performance, Supports d'exécution, Programmation à l'aide de tâches parallèles, Algèbre linéaire appliquée}, URL = {https://tel.archives-ouvertes.fr/tel-01816341}, OPTURL-PUBLISHER = {}, PDF = {https://tel.archives-ouvertes.fr/tel-01816341/file/COJEAN_TERRY_2018.pdf} } @PHDTHESIS{thibault:tel-01959127, OPTADDRESS = {}, AUTHOR = {Samuel Thibault}, MONTH = {December}, OPTNOTE = {}, SCHOOL = {Université de Bordeaux}, TITLE = {On Runtime Systems for Task-based Programming on Heterogeneous Platforms}, TYPE = {Habilitation à diriger des recherches}, YEAR = {2018}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {Runtime Systems, Task graphs, Task graph scheduling, Distributed Computing, Support Exécutif, Graphe de tâches, Ordonnancement de graphe de tâches, Calcul Distribué, General Presentations, StarPU}, URL = {https://hal.inria.fr/tel-01959127}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/tel-01959127/file/hdr.pdf}, POSTSCRIPT = {https://inria.hal.science/tel-01959127v1/bibtex} } @ARTICLE{refId0, AUTHOR = {Mohamed Essadki and Jonathan Jung and Adam Larat and Milan Pelletier and Vincent Perrier}, JOURNAL = {ESAIM: ProcS}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, PAGES = {228-247}, TITLE = {A Task-Driven Implementation of a Simple Numerical Solver for Hyperbolic Conservation Laws}, VOLUME = {63}, YEAR = {2018}, OPTABSTRACT = {}, DOI = {10.1051/proc/201863228}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications}, URL = {https://doi.org/10.1051/proc/201863228}, OPTURL-PUBLISHER = {}, PDF = {https://www.esaim-proc.org/articles/proc/pdf/2018/03/proc_esaim2018_228.pdf} } @ARTICLE{garciapinto:hal-01616632, AUTHOR = {Garcia Pinto, Vinicius and Lucas Mello Schnorr and Luka Stanisic and Arnaud Legrand and Samuel Thibault and Vincent Danjean}, JOURNAL = {CCPE - Concurrency and Computation: Practice and Experience}, MONTH = {April}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {Wiley}, TITLE = {A Visual Performance Analysis Framework for Task-based Parallel Applications running on Hybrid Clusters}, VOLUME = {30}, YEAR = {2018}, OPTABSTRACT = {}, DOI = {10.1002/cpe.4472}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Visualization, Heterogeneous platforms, Cholesky, High-Performance Computing, Trace Visualization, Task-based applications}, URL = {https://hal.inria.fr/hal-01616632}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01616632/file/CCPE_article_submitted_2018_02_06.pdf} } @ARTICLE{thoman2018taxonomy, AUTHOR = {Peter Thoman and Kiril Dichev and Thomas Heller and Roman Iakymchuk and Xavier Aguilar and Khalid Hasanov and Philipp Gschwandtner and Pierre Lemarinier and Stefano Markidis and Herbert Jordan and others}, JOURNAL = {The Journal of Supercomputing}, OPTMONTH = {}, OPTNOTE = {}, NUMBER = {4}, PAGES = {1422--1434}, PUBLISHER = {Springer}, TITLE = {A taxonomy of task-based parallel programming technologies for high-performance computing}, VOLUME = {74}, YEAR = {2018}, OPTABSTRACT = {}, DOI = {10.1007/s11227-018-2238-4}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {Papers related to StarPU}, URL = {https://link.springer.com/article/10.1007%2Fs11227-018-2238-4}, OPTURL-PUBLISHER = {}, PDF = {https://link.springer.com/content/pdf/10.1007/s11227-018-2238-4.pdf} } @INPROCEEDINGS{pinto:hal-01842038, ADDRESS = {Natal, Brazil}, AUTHOR = {Vinicius Garcia Pinto and Mello Schnorr, Lucas and Arnaud Legrand and Samuel Thibault and Luka Stanisic and Vincent Danjean}, BOOKTITLE = {WPerformance - 17o Workshop em Desempenho de Sistemas Computacionais e de Comunicação}, OPTEDITOR = {}, MONTH = {July}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Detecção de Anomalias de Desempenho em Aplicações de Alto Desempenho baseadas em Tarefas em Clusters Hìbridos}, OPTVOLUME = {}, YEAR = {2018}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Visualization}, URL = {https://hal.inria.fr/hal-01842038}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01842038/file/181587_1.pdf} } @INPROCEEDINGS{soudris:hal-03273509, ADDRESS = {Pythagorion, Greece}, AUTHOR = {Dimitrios Soudris and Lazaros Papadopoulos and Christoph W Kessler and Dionysios D Kehagias and Athanasios Papadopoulos and Panos Seferlis and Alexander Chatzigeorgiou and Apostolos Ampatzoglou and Samuel Thibault and Raymond Namyst and Dirk Pleiter and Georgi Gaydadjiev and Tobias Becker and Matthieu Haefele}, BOOKTITLE = {SAMOS XVIII: Architectures, Modeling, and Simulation}, OPTEDITOR = {}, MONTH = {July}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {202-209}, PUBLISHER = {ACM}, OPTSERIES = {}, TITLE = {EXA2PRO programming environment}, OPTVOLUME = {}, YEAR = {2018}, OPTABSTRACT = {}, DOI = {10.1145/3229631.3239369}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {https://hal.inria.fr/hal-03273509}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-03273509/file/3229631.3239369.pdf} } @PHDTHESIS{chevalier:hal-01718280, OPTADDRESS = {}, AUTHOR = {Arthur Chevalier}, MONTH = {September}, OPTNOTE = {}, SCHOOL = {Université de Bordeaux}, TITLE = {Critical resources management and scheduling under StarPU}, TYPE = {Master Thesis}, YEAR = {2017}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Memory Control, On Recursive Tasks}, URL = {https://hal.inria.fr/hal-01718280}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01718280/file/Memoire.pdf} } @PHDTHESIS{kumar:tel-01538516, OPTADDRESS = {}, AUTHOR = {Suraj Kumar}, MONTH = {April}, OPTNOTE = {}, NUMBER = {2017BORD0572}, SCHOOL = {Université de Bordeaux}, TITLE = {Scheduling of Dense Linear Algebra Kernels on Heterogeneous Resources}, TYPE = {Ph.D Thesis}, YEAR = {2017}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, STARPU, Runtime Systems, Heterogeneous Platforms, Task-based Scheduling, Dynamic Schedulers, Dense Linear Algebra, Systèmes d'ordonnancement dynamiques, Plates-formes hétérogènes, Algèbre linéaire dense, Ordonnancement dynamique, Ordonnancement à base de graphe de tâches}, URL = {https://tel.archives-ouvertes.fr/tel-01538516}, OPTURL-PUBLISHER = {}, PDF = {https://tel.archives-ouvertes.fr/tel-01538516/file/KUMAR_SURAL_2017.pdf} } @ARTICLE{agullo:hal-01517153, AUTHOR = {Emmanuel Agullo and Olivier Aumage and Berenger Bramas and Olivier Coulaud and Samuel Pitoiset}, JOURNAL = {IEEE Transactions on Parallel and Distributed Systems}, MONTH = {April}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, TITLE = {Bridging the gap between OpenMP and task-based runtime systems for the fast multipole method}, OPTVOLUME = {}, YEAR = {2017}, OPTABSTRACT = {}, DOI = {10.1109/TPDS.2017.2697857}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On OpenMP Support on top of StarPU, STARPU, multicore architecture, commutativity, priority, high performance computing, fast multipole method, runtime system, OpenMP, compiler, parallel programming model, StarPU, KStar, ScalFMM}, URL = {https://hal.inria.fr/hal-01517153}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01517153/file/tpds_kstar_scalfmm_print.pdf} } @ARTICLE{agullo:hal-01618526, AUTHOR = {Emmanuel Agullo and Olivier Aumage and Mathieu Faverge and Nathalie Furmento and Florent Pruvost and Marc Sergent and Samuel Thibault}, JOURNAL = {TPDS - IEEE Transactions on Parallel and Distributed Systems}, MONTH = {December}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {Institute of Electrical and Electronics Engineers}, TITLE = {Achieving High Performance on Supercomputers with a Sequential Task-based Programming Model}, OPTVOLUME = {}, YEAR = {2017}, OPTABSTRACT = {}, DOI = {10.1109/TPDS.2017.2766064}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, runtime system, sequential task flow, task-based programming, heterogeneous computing, distributed computing, multicore, GPU, Cholesky factorization}, URL = {https://hal.inria.fr/hal-01618526}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01618526/file/tpds14.pdf} } @ARTICLE{couteyencarpaye:hal-01507613, AUTHOR = {Couteyen Carpaye, Jean-Marie and Jean Roman and Pierre Brenner}, JOURNAL = {International Journal of Computational Science and Engineering}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, PAGES = {1 - 22}, PUBLISHER = {Inderscience}, TITLE = {Design and Analysis of a Task-based Parallelization over a Runtime System of an Explicit Finite-Volume CFD Code with Adaptive Time Stepping}, OPTVOLUME = {}, YEAR = {2017}, OPTABSTRACT = {}, DOI = {10.1016/j.jocs.2017.03.008}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, HPC, CFD, runtime, task-based}, URL = {https://hal.inria.fr/hal-01507613}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01507613/file/flusepa-task-hal-inria-preprint.pdf} } @INPROCEEDINGS{7973751, OPTADDRESS = {}, AUTHOR = {Olivier Aumage and Julien Bigot and Hélène Coullon and Christian Pérez and Jérôme Richard}, BOOKTITLE = {2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)}, OPTEDITOR = {}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {635-644}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Combining Both a Component Model and a Task-Based Model for HPC Applications: A Feasibility Study on GYSELA}, OPTVOLUME = {}, YEAR = {2017}, OPTABSTRACT = {}, DOI = {10.1109/CCGRID.2017.88}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications}, OPTURL = {}, OPTURL-PUBLISHER = {} } @INPROCEEDINGS{beaumont:hal-01386174, OPTADDRESS = {}, AUTHOR = {Olivier Beaumont and Lionel Eyraud-Dubois and Suraj Kumar}, BOOKTITLE = {2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS)}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {768-777}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Approximation Proofs of a Fast and Efficient List Scheduling Algorithm for Task-Based Runtime Systems on Multicores and GPUs}, OPTVOLUME = {}, YEAR = {2017}, OPTABSTRACT = {}, DOI = {10.1109/IPDPS.2017.71}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, STARPU, List scheduling, Approximation proofs, Runtime systems, Heterogeneous scheduling, Dense linear algebra}, URL = {https://hal.inria.fr/hal-01386174}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01386174/file/heteroPrioApproxProofsRR.pdf} } @TECHREPORT{agullo:hal-01474556, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Bérenger Bramas and Olivier Coulaud and Luka Stanisic and Samuel Thibault}, INSTITUTION = {INRIA Bordeaux}, MONTH = {February}, OPTNOTE = {}, NUMBER = {RR-9036}, PAGES = {35}, TITLE = {Modeling Irregular Kernels of Task-based codes: Illustration with the Fast Multipole Method}, TYPE = {Research Report}, YEAR = {2017}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Model Tuning, Mathematical Software, Modeling and simulation, Parallel computing methodologies, fast multipole method, runtime system, task-based programming}, URL = {https://hal.inria.fr/hal-01474556}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01474556/file/rapport.pdf} } @TECHREPORT{agullo:hal-01473475, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Alfredo Buttari and Mikko Byckling and Abdou Guermouche and Ian Masliah}, INSTITUTION = {Inria Bordeaux Sud-Ouest ; CNRS-IRIT ; Intel corporation ; Université Bordeaux}, MONTH = {February}, OPTNOTE = {}, NUMBER = {RR-9035}, PAGES = {15}, TITLE = {Achieving high-performance with a sparse direct solver on Intel KNL}, TYPE = {Research Report}, YEAR = {2017}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, runtime system, sparse direct solver, energy efficiency, high-performance computing, portability, Intel KNL, manycore parallelism}, URL = {https://hal.inria.fr/hal-01473475}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01473475/file/RR-9035.pdf} } @PHDTHESIS{sergent:tel-01483666, OPTADDRESS = {}, AUTHOR = {Marc Sergent}, MONTH = {December}, OPTNOTE = {}, NUMBER = {2016BORD0372}, SCHOOL = {Université de Bordeaux}, TITLE = {Scalability of a task-based runtime system for dense linear algebra applications}, TYPE = {Ph.D Thesis}, YEAR = {2016}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, High performance computing, Run-time systems, Distributed computing, Task-based programming, Parallel programming models, Calcul haute performance, Supports d'exécution, Calcul distribué, Programmation par tâches, Modèles de programmation parallèle}, URL = {https://tel.archives-ouvertes.fr/tel-01483666}, OPTURL-PUBLISHER = {}, PDF = {https://tel.archives-ouvertes.fr/tel-01483666/file/SERGENT_MARC_2016.pdf} } @ARTICLE{cojean:hal-01409965, AUTHOR = {Terry Cojean and Abdou Guermouche and Andra Hugo and Raymond Namyst and Pierre-André Wacrenier}, JOURNAL = {Parallel Computing}, MONTH = {November}, OPTNOTE = {}, OPTNUMBER = {}, PAGES = {73-92}, TITLE = {Resource aggregation for task-based Cholesky Factorization on top of modern architectures}, VOLUME = {83}, YEAR = {2016}, OPTABSTRACT = {}, DOI = {10.1016/j.parco.2018.10.007}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Parallel Tasks, Intel Xeon-Phi KNL, heterogeneous computing, GPU, accelerator, Multicore, dense linear algebra, task DAG, Cholesky factorization, runtime system}, URL = {https://hal.inria.fr/hal-01409965}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01409965/file/submission.pdf} } @INPROCEEDINGS{agullo:hal-01223573, ADDRESS = {Chicago, IL, USA}, AUTHOR = {Emmanuel Agullo and Olivier Beaumont and Lionel Eyraud-Dubois and Suraj Kumar}, BOOKTITLE = {Proceedings of the 30th IEEE International Parallel & Distributed Processing Symposium, IPDPS'16}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, PUBLISHER = {IEEE}, OPTSERIES = {}, TITLE = {Are Static Schedules so Bad ? A Case Study on Cholesky Factorization}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, DOI = {10.1109/IPDPS.2016.90}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, Cholesky Factorization, Accelerators, Heterogeneous Systems, Runtime Systems, Scheduling, Unrelated Machines}, URL = {https://hal.inria.fr/hal-01223573}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01223573/file/heteroprioCameraReady-ieeeCompatiable.pdf} } @INPROCEEDINGS{balin2016fast, OPTADDRESS = {}, AUTHOR = {Nolwenn Balin and Guillaume Sylvand and Jérôme Robert}, BOOKTITLE = {22nd AIAA/CEAS Aeroacoustics Conference}, OPTEDITOR = {}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {2712}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Fast methods applied to BEM solvers for acoustic propagation problems}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, DOI = {10.2514/6.2016-2712}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications}, OPTURL = {}, OPTURL-PUBLISHER = {} } @INPROCEEDINGS{beaumont:hal-01361992, ADDRESS = {Hyderabad, India}, AUTHOR = {Olivier Beaumont and Terry Cojean and Lionel Eyraud-Dubois and Abdou Guermouche and Suraj Kumar}, BOOKTITLE = {International Conference on High Performance Computing, Data, and Analytics (HiPC)}, OPTEDITOR = {}, MONTH = {December}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Scheduling of Linear Algebra Kernels on Multiple Heterogeneous Resources}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, DOI = {10.1109/HiPC.2016.045}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Parallel Tasks, STARPU, Scheduling, Linear Algebra, Heterogeneous Platforms, Task-based Scheduling, Cholesky Factorization, Simulation, Resource Aggregation}, URL = {https://hal.inria.fr/hal-01361992}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01361992v2/document} } @INPROCEEDINGS{cojean:hal-01502749, ADDRESS = {Paris, France}, AUTHOR = {Terry Cojean}, BOOKTITLE = {SIAM Conference on Parallel Processing for Scientific Computing (SIAM PP 2016)}, OPTEDITOR = {}, MONTH = {April}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Exploiting Two-Level Parallelism by Aggregating Computing Resources in Task-Based Applications Over Accelerator-Based Machines}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Parallel Tasks}, URL = {https://inria.hal.science/hal-01502749}, OPTURL-PUBLISHER = {} } @INPROCEEDINGS{cojean:hal-01410103, ADDRESS = {Salt Lake City, Utah, United States}, AUTHOR = {Terry Cojean}, BOOKTITLE = {RESPA workshop at SC16}, OPTEDITOR = {}, MONTH = {November}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {The StarPU Runtime System at Exascale ?}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Parallel Tasks, On Recursive Tasks, Runtime Systems, StarPU, High Performance Computing}, URL = {https://inria.hal.science/hal-01410103}, OPTURL-PUBLISHER = {} } @INPROCEEDINGS{cojean:hal-01181135, ADDRESS = {Grenoble, France}, AUTHOR = {Terry Cojean and Abdou Guermouche and Andra Hugo and Raymond Namyst and Pierre-André Wacrenier}, BOOKTITLE = {HeteroPar'2016 workshop of Euro-Par}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Resource aggregation for task-based Cholesky Factorization on top of heterogeneous machines}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Parallel Tasks, dense linear algebra, Cholesky, Multicore, accelerator, GPU, heterogeneous computing, task DAG, runtime system}, URL = {https://hal.inria.fr/hal-01181135}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01181135/file/papier%20%281%29.pdf} } @INPROCEEDINGS{cojean:hal-01355385, ADDRESS = {Grenoble, France}, AUTHOR = {Terry Cojean and Abdou Guermouche and Andra-Ecaterina Hugo and Raymond Namyst and Pierre-André Wacrenier}, BOOKTITLE = {HeteroPar'2016 worshop of Euro-Par}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Resource aggregation in task-based applications over accelerator-based multicore machines}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Parallel Tasks}, URL = {https://inria.hal.science/hal-01355385}, OPTURL-PUBLISHER = {} } @INPROCEEDINGS{garciapinto:hal-01353962, ADDRESS = {Salt Lake City, USA}, AUTHOR = {Garcia Pinto, Vinicius and Luka Stanisic and Arnaud Legrand and Mello Schnorr, Lucas and Samuel Thibault and Vincent Danjean}, BOOKTITLE = {VPA - 3rd Workshop on Visual Performance Analysis}, OPTEDITOR = {}, MONTH = {November}, NOTE = {Held in conjunction with SC16}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Analyzing Dynamic Task-Based Applications on Hybrid Platforms: An Agile Scripting Approach}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, DOI = {10.1109/VPA.2016.008}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Visualization, STARPU}, URL = {https://hal.inria.fr/hal-01353962}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01353962v2/document} } @INPROCEEDINGS{JaBlHU2016a, OPTADDRESS = {}, AUTHOR = {Johan Janzén and David Black-Schaffer and Andra Hugo}, BOOKTITLE = {IEEE 28th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)}, OPTEDITOR = {}, MONTH = {October}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Partitioning GPUs for Improved Scalability}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, DOI = {10.1109/SBAC-PAD.2016.14}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling}, URL = {http://ieeexplore.ieee.org/abstract/document/7789322/}, OPTURL-PUBLISHER = {} } @INPROCEEDINGS{sergent:hal-01284004, ADDRESS = {Chicago, USA}, AUTHOR = {Marc Sergent and David Goudin and Samuel Thibault and Olivier Aumage}, BOOKTITLE = {HIPS - 21st International Workshop on High-Level Parallel Programming Models and Supportive Environments}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Controlling the Memory Subscription of Distributed Applications with a Task-Based Runtime System}, OPTVOLUME = {}, YEAR = {2016}, OPTABSTRACT = {}, DOI = {10.1109/IPDPSW.2016.105}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Memory Control, memory control, task-based run-time systems, compressed linear algebra, distributed computing}, URL = {https://hal.inria.fr/hal-01284004}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01284004/file/PID4127657.pdf} } @TECHREPORT{agullo:hal-01372022, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Olivier Aumage and Berenger Bramas and Olivier Coulaud and Samuel Pitoiset}, INSTITUTION = {Inria}, MONTH = {March}, OPTNOTE = {}, NUMBER = {RR-8953}, PAGES = {49}, TITLE = {Bridging the gap between OpenMP 4.0 and native runtime systems for the fast multipole method}, TYPE = {Research Report}, YEAR = {2016}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On OpenMP Support on top of StarPU, STARPU, runtime system, parallel programming model, compiler, priority, commutativity, multicore architecture, moteur d'exécution, modèle de programmation parallèle, compilateur, OpenMP 4.0, OpenMP 4.X, priorité, commutativité, architecture multicore}, URL = {https://hal.inria.fr/hal-01372022}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01372022/file/RR-8953.pdf} } @TECHREPORT{agullo:hal-01387482, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Bérenger Bramas and Olivier Coulaud and Martin Khannouz and Luka Stanisic}, INSTITUTION = {Inria Bordeaux Sud-Ouest}, MONTH = {October}, OPTNOTE = {}, NUMBER = {RR-8970}, PAGES = {15}, TITLE = {Task-based fast multipole method for clusters of multicore processors}, TYPE = {Research Report}, YEAR = {2016}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, STARPU, multicore processor, runtime system, FMM, cluster, high performance computing (HPC), fast multipole method, hybrid parallelization, task-based programming, MPI, OpenMP}, URL = {https://hal.inria.fr/hal-01387482}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01387482/file/report-8970.pdf} } @TECHREPORT{agullo:hal-01316982, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Luc Giraud and Abdou Guermouche and Stojce Nakov and Jean Roman}, INSTITUTION = {Inria Bordeaux Sud-Ouest}, MONTH = {May}, OPTNOTE = {}, NUMBER = {8912}, TITLE = {Task-based Conjugate Gradient: from multi-GPU towards heterogeneous architectures}, TYPE = {Research Report}, YEAR = {2016}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {High Performance Computing (HPC), multi-GPUs, heterogeneous architectures, task-based model, runtime system, sparse linear systems, Conjugate Gradient., On Applications, StarPU, scheduling}, URL = {https://hal.inria.fr/hal-01316982}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01316982/file/RR-8912.pdf} } @PHDTHESIS{rossignon:tel-01230876, OPTADDRESS = {}, AUTHOR = {Corentin Rossignon}, MONTH = {July}, OPTNOTE = {}, NUMBER = {2015BORD0094}, SCHOOL = {Université de Bordeaux}, TITLE = {A fine grain model programming for parallelization of sparse linear solver}, TYPE = {Ph.D Thesis}, YEAR = {2015}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, Sparse linear algebra, Multicore, Runtime Systems, Task-based programming, Parallelism, Algèbre linéaire creuse, Multi-coeurs, NUMA, Parallélisme, Graphe de tâches, Supports d’exécution}, URL = {https://tel.archives-ouvertes.fr/tel-01230876}, OPTURL-PUBLISHER = {}, PDF = {https://tel.archives-ouvertes.fr/tel-01230876/file/ROSSIGNON_CORENTIN_2015.pdf} } @ARTICLE{stanisic:hal-01147997, AUTHOR = {Luka Stanisic and Samuel Thibault and Arnaud Legrand and Brice Videau and Jean-François Méhaut}, JOURNAL = {CCPE - Concurrency and Computation: Practice and Experience}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, PAGES = {16}, PUBLISHER = {John Wiley and Sons}, TITLE = {Faithful Performance Prediction of a Dynamic Task-Based Runtime System for Heterogeneous Multi-Core Architectures}, OPTVOLUME = {}, YEAR = {2015}, OPTABSTRACT = {}, DOI = {10.1002/cpe.3555}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On The Simulation Support through SimGrid, runtime systems, simulation, simgrid, HPC, Starpu-simgrid}, URL = {https://hal.inria.fr/hal-01147997}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01147997/file/CCPE14_article.pdf} } @INPROCEEDINGS{agullo:hal-01120507, ADDRESS = {Hyderabad, India}, AUTHOR = {Emmanuel Agullo and Olivier Beaumont and Lionel Eyraud-Dubois and Julien Herrmann and Suraj Kumar and Loris Marchal and Samuel Thibault}, BOOKTITLE = {HCW'2015 - Heterogeneity in Computing Workshop of IPDPS}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms}, OPTVOLUME = {}, YEAR = {2015}, OPTABSTRACT = {}, DOI = {10.1109/IPDPSW.2015.35}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, StarPU, Simgrid, Dynamic Schedulers, Resource Allocation, Scheduling, Heterogeneous Resources, Dense Linear Algebra, Simulation, Cholesky Factorization}, URL = {https://hal.inria.fr/hal-01120507}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01120507/document} } @INPROCEEDINGS{MaMiDuAuThiAoNa15, ADDRESS = {Florianopolis, Brazil}, AUTHOR = {Vìctor Martìnez and David Michéa and Fabrice Dupros and Olivier Aumage and Samuel Thibault and Hideo Aochi and Philippe Olivier Alexandre Navaux}, BOOKTITLE = {SBAC-PAD - 27th International Symposium on Computer Architecture and High Performance Computing}, OPTEDITOR = {}, MONTH = {October}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Towards seismic wave modeling on heterogeneous many-core architectures using task-based runtime system}, OPTVOLUME = {}, YEAR = {2015}, OPTABSTRACT = {}, DOI = {10.1109/SBAC-PAD.2015.33}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU, scheduling}, URL = {https://hal.inria.fr/hal-01182746}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01182746/file/sbac2015_soumission.pdf} } @INPROCEEDINGS{stanisic:hal-01180272, ADDRESS = {Melbourne, Australia}, AUTHOR = {Luka Stanisic and Emmanuel Agullo and Alfredo Buttari and Abdou Guermouche and Arnaud Legrand and Florent Lopez and Brice Videau}, BOOKTITLE = {The 21st IEEE International Conference on Parallel and Distributed Systems}, OPTEDITOR = {}, MONTH = {December}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Fast and Accurate Simulation of Multithreaded Sparse Linear Algebra Solvers}, OPTVOLUME = {}, YEAR = {2015}, OPTABSTRACT = {}, DOI = {10.1109/ICPADS.2015.67}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On The Simulation Support through SimGrid, On Performance Model Tuning, Sparse Linear Algebra, Mumps, Starpu-simgrid, HPC, Simgrid, Runtime}, URL = {https://hal.inria.fr/hal-01180272}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01180272/file/QRMSTARSG_article.pdf} } @PHDTHESIS{hugo:tel-01162975, OPTADDRESS = {}, AUTHOR = {Andra-Ecaterina Hugo}, MONTH = {December}, OPTNOTE = {}, NUMBER = {2014BORD0373}, SCHOOL = {Université de Bordeaux}, TITLE = {Composability of parallel codes on heterogeneous architectures}, TYPE = {Ph.D Thesis}, YEAR = {2014}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {Runtime, Composability, Hypervisor, Support d'exécution, Composition, On Composability}, URL = {https://tel.archives-ouvertes.fr/tel-01162975}, OPTURL-PUBLISHER = {}, PDF = {https://tel.archives-ouvertes.fr/tel-01162975/file/HUGO_ANDRA_2014.pdf} } @ARTICLE{agullo:hal-00911856, AUTHOR = {Emmanuel Agullo and Bérenger Bramas and Olivier Coulaud and Eric Darve and Matthias Messner and Toru Takahashi}, JOURNAL = {SIAM Journal on Scientific Computing}, OPTMONTH = {}, OPTNOTE = {}, NUMBER = {1}, PAGES = {66-93}, PUBLISHER = {Society for Industrial and Applied Mathematics}, TITLE = {Task-Based FMM for Multicore Architectures}, VOLUME = {36}, YEAR = {2014}, OPTABSTRACT = {}, DOI = {10.1137/130915662}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, fast multipole method, multicore architectures, shared memory paradigm, runtime system, pipeline}, URL = {https://hal.inria.fr/hal-00911856}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-00911856/file/sisc-cpu.pdf} } @ARTICLE{hugo:hal-01101045, AUTHOR = {Andra Hugo and Abdou Guermouche and Pierre-André Wacrenier and Raymond Namyst}, JOURNAL = {International Journal of High Performance Computing Applications}, MONTH = {February}, OPTNOTE = {}, OPTNUMBER = {}, PAGES = {285 - 300}, PUBLISHER = {SAGE Publications}, TITLE = {Composing multiple StarPU applications over heterogeneous machines: A supervised approach}, VOLUME = {28}, YEAR = {2014}, OPTABSTRACT = {}, DOI = {10.1177/1094342014527575}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Composability, resource allocation, runtime optimisation, Parallel composition, heterogeneous architectures, scheduling}, URL = {https://inria.hal.science/hal-01101045}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-01101045/file/article.pdf} } @INPROCEEDINGS{agullo:hal-01283949, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Olivier Aumage and Mathieu Faverge and Nathalie Furmento and Florent Pruvost and Marc Sergent and Samuel Thibault}, BOOKTITLE = {8th International Workshop on Parallel Matrix Algorithms and Applications}, OPTEDITOR = {}, MONTH = {July}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Harnessing clusters of hybrid nodes with a sequential task-based programming model}, OPTVOLUME = {}, YEAR = {2014}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support}, URL = {https://hal.inria.fr/hal-01283949}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01283949/file/pmaa14.pdf} } @INPROCEEDINGS{sylvain:hal-01005765, ADDRESS = {Porto, Portugal}, AUTHOR = {Sylvain Henry and Alexandre Denis and Denis Barthou and Marie-Christine Counilh and Raymond Namyst}, BOOKTITLE = {Euro-Par 2014}, EDITOR = {Fernando Silva and Ines Dutra and Vitor Santos Costa}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, PUBLISHER = {Springer}, OPTSERIES = {}, TITLE = {Toward OpenCL Automatic Multi-Device Support}, OPTVOLUME = {}, YEAR = {2014}, OPTABSTRACT = {}, DOI = {10.1007/978-3-319-09873-9_65}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-01005765}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-01005765/PDF/final.pdf} } @INPROCEEDINGS{hugo:hal-01101054, ADDRESS = {Minneapolis, United States}, AUTHOR = {Andra Hugo and Abdou Guermouche and Pierre.-André Wacrenier and Raymond Namyst}, BOOKTITLE = {43rd International Conference on Parallel Processing}, OPTEDITOR = {}, MONTH = {September}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {A runtime approach to dynamic resource allocation for sparse direct solvers}, OPTVOLUME = {}, YEAR = {2014}, OPTABSTRACT = {}, DOI = {10.1109/ICPP.2014.57}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Composability}, URL = {https://inria.hal.science/hal-01101054}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-01101054/file/AHugo.pdf} } @INPROCEEDINGS{lacoste:hal-00987094, ADDRESS = {Phoenix, USA}, AUTHOR = {Xavier Lacoste and Mathieu Faverge and Pierre Ramet and Samuel Thibault and George Bosilca}, BOOKTITLE = {HCW'2014 - Heterogeneity in Computing Workshop of IPDPS}, OPTEDITOR = {}, MONTH = {May}, NOTE = {RR-8446}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, PUBLISHER = {IEEE}, OPTSERIES = {}, TITLE = {Taking advantage of hybrid systems for sparse direct solvers via task-based runtimes}, OPTVOLUME = {}, YEAR = {2014}, OPTABSTRACT = {}, DOI = {10.1109/IPDPSW.2014.9}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00987094}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00987094/PDF/sparsegpus.pdf} } @INPROCEEDINGS{6937016, OPTADDRESS = {}, AUTHOR = {I. D. Mironescu and L. Vintan}, BOOKTITLE = {2014 IEEE 10th International Conference on Intelligent Computer Communication and Processing (ICCP)}, OPTEDITOR = {}, OPTMONTH = {}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {323-330}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Coloured Petri Net modelling of task scheduling on a heterogeneous computational node}, OPTVOLUME = {}, YEAR = {2014}, OPTABSTRACT = {}, DOI = {10.1109/ICCP.2014.6937016}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {Papers related to StarPU}, URL = {https://ieeexplore.ieee.org/document/6937016}, OPTURL-PUBLISHER = {}, PDF = {https://www.researchgate.net/profile/Lucian_Vintan/publication/264744234_Coloured_Petri_Net_Modelling_of_Task_Scheduling_on_a_Heterogeneous_Computational_Node/links/53edbae80cf26b9b7dc5f79e/Coloured-Petri-Net-Modelling-of-Task-Scheduling-on-a-Heterogeneous-Computational-Node.pdf} } @INPROCEEDINGS{sergent:hal-00978364, ADDRESS = {Neuchâtel, Suisse}, AUTHOR = {Marc Sergent and Simon Archipoff}, BOOKTITLE = {Compas'2014}, OPTEDITOR = {}, MONTH = {April}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Modulariser les ordonnanceurs de tâches : une approche structurelle}, OPTVOLUME = {}, YEAR = {2014}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, StarPU}, URL = {http://hal.inria.fr/hal-00978364}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00978364/PDF/ordonnanceurs_modulaires.pdf} } @INPROCEEDINGS{stanisic:hal-01011633, ADDRESS = {Porto, Portugal}, AUTHOR = {Luka Stanisic and Samuel Thibault and Arnaud Legrand and Brice Videau and Jean-François Méhaut}, BOOKTITLE = {Euro-Par - 20th International Conference on Parallel Processing}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, PUBLISHER = {Springer-Verlag}, OPTSERIES = {}, TITLE = {Modeling and Simulation of a Dynamic Task-Based Runtime System for Heterogeneous Multi-Core Architectures}, OPTVOLUME = {}, YEAR = {2014}, OPTABSTRACT = {}, DOI = {10.1007/978-3-319-09873-9_5}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On The Simulation Support through SimGrid, StarPU}, URL = {http://hal.inria.fr/hal-01011633}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-01011633/PDF/StarPUSG_article.pdf} } @INPROCEEDINGS{virouleau:hal-01081974, ADDRESS = {Salvador, Brazil}, AUTHOR = {Philippe Virouleau and Pierrick Brunet and François Broquedis and Nathalie Furmento and Samuel Thibault and Olivier Aumage and Thierry Gautier}, BOOKTITLE = {IWOMP2014 - 10th International Workshop on OpenMP}, OPTEDITOR = {}, MONTH = {September}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {16 - 29}, PUBLISHER = {Springer}, OPTSERIES = {}, TITLE = {Evaluation of OpenMP Dependent Tasks with the KASTORS Benchmark Suite}, OPTVOLUME = {}, YEAR = {2014}, OPTABSTRACT = {}, DOI = {10.1007/978-3-319-11454-5_2}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On OpenMP Support on top of StarPU, OpenMP, task dependencies, benchmarks, runtime systems, KASTORS, StarPU}, URL = {https://hal.inria.fr/hal-01081974}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-01081974/document} } @TECHREPORT{agullo:hal-00974674, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Berenger Bramas and Olivier Coulaud and Eric Darve and Matthias Messner and Toru Takahashi}, INSTITUTION = {Inria Bordeaux - Sud-Ouest}, MONTH = {April}, OPTNOTE = {}, NUMBER = {RR-8513}, PAGES = {29}, TITLE = {Task-based FMM for heterogeneous architectures}, TYPE = {Research Report}, YEAR = {2014}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, pipeline., heterogeneous architectures, graphics processing unit, Fast multipole methods, pipeline, scheduling, runtime system}, URL = {https://hal.inria.fr/hal-00974674}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-00974674/file/RR-8513.pdf} } @TECHREPORT{augonnet:hal-00992208, OPTADDRESS = {}, AUTHOR = {Cédric Augonnet and Olivier Aumage and Nathalie Furmento and Samuel Thibault and Raymond Namyst}, INSTITUTION = {INRIA}, MONTH = {May}, OPTNOTE = {}, NUMBER = {RR-8538}, TITLE = {StarPU-MPI: Task Programming over Clusters of Machines Enhanced with Accelerators}, TYPE = {Research Report}, YEAR = {2014}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, StarPU}, URL = {http://hal.inria.fr/hal-00992208}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00992208/PDF/RR-8538.pdf} } @TECHREPORT{lacoste:hal-00925017, OPTADDRESS = {}, AUTHOR = {Xavier Lacoste and Mathieu Faverge and Pierre Ramet and Samuel Thibault and George Bosilca}, INSTITUTION = {INRIA}, MONTH = {January}, OPTNOTE = {}, NUMBER = {RR-8446}, PAGES = {25}, TITLE = {Taking advantage of hybrid systems for sparse direct solvers via task-based runtimes}, TYPE = {Research Report}, YEAR = {2014}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00925017}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00925017/PDF/RR-8446.pdf} } @TECHREPORT{stanisic:hal-00966862, OPTADDRESS = {}, AUTHOR = {Luka Stanisic and Samuel Thibault and Arnaud Legrand and Brice Videau and Jean-François Méhaut}, INSTITUTION = {INRIA}, MONTH = {March}, OPTNOTE = {}, NUMBER = {RR-8509}, TITLE = {Modeling and Simulation of a Dynamic Task-Based Runtime System for Heterogeneous Multi-Core Architectures}, TYPE = {Research Report}, YEAR = {2014}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On The Simulation Support through SimGrid, Simulation, Runtime, Hybrid platforms}, URL = {https://inria.hal.science/hal-00966862}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-00966862/file/RR-8509.pdf} } @MISC{sergent:hal-00978602, ADDRESS = {Portland, Oregon, USA}, AUTHOR = {Emmanuel Agullo and Olivier Aumage and Mathieu Faverge and Nathalie Furmento and Florent Pruvost and Marc Sergent and Samuel Thibault}, HOWPUBLISHED = {SIAM Conference on Parallel Processing for Scientific Computing}, MONTH = {February}, OPTNOTE = {}, TITLE = {Overview of Distributed Linear Algebra on Hybrid Nodes over the StarPU Runtime}, YEAR = {2014}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications}, URL = {http://hal.inria.fr/hal-00978602}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00978602/PDF/siampp14.pdf} } @PHDTHESIS{Bor13Thesis, OPTADDRESS = {}, AUTHOR = {Cyril Bordage}, MONTH = {December}, OPTNOTE = {}, SCHOOL = {Université de Bordeaux}, TITLE = {Ordonnancement dynamique, adapté aux architectures hétérogènes, de la méthode multipôle pour les équations de Maxwell, en électromagnétisme}, TYPE = {Ph.D Thesis}, YEAR = {2013}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {https://www.theses.fr/2013BOR15026}, OPTURL-PUBLISHER = {}, PDF = {https://www.theses.fr/2013BOR15026/document} } @PHDTHESIS{Hen13Thesis, OPTADDRESS = {}, AUTHOR = {Sylvain Henry}, MONTH = {November}, OPTNOTE = {}, SCHOOL = {Université de Bordeaux}, TITLE = {Modèles de programmation et supports exécutifs pour architectures hétérogènes}, TYPE = {Ph.D Thesis}, YEAR = {2013}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://tel.archives-ouvertes.fr/tel-00948309}, OPTURL-PUBLISHER = {}, PDF = {http://tel.archives-ouvertes.fr/tel-00948309/document} } @INPROCEEDINGS{hen13fhpc, ADDRESS = {Boston, USA}, AUTHOR = {Sylvain Henry}, BOOKTITLE = {2nd Workshop on Functional High-Performance Computing (FHPC'13)}, OPTEDITOR = {}, MONTH = {September}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {ViperVM: a Runtime System for Parallel Functional High-Performance Computing on Heterogeneous Architectures}, OPTVOLUME = {}, YEAR = {2013}, OPTABSTRACT = {}, DOI = {10.1145/2502323.2502329}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, Parallel Functional Programming, High-Performance Computing, Heterogeneous Architectures}, URL = {http://hal.inria.fr/hal-00851122}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00851122/PDF/fhpc13.pdf} } @INPROCEEDINGS{AH13Renpar, ADDRESS = {Grenoble, France}, AUTHOR = {Andra Hugo}, BOOKTITLE = {21èmes Rencontres Francophones du Parallélisme (RenPar'21)}, OPTEDITOR = {}, MONTH = {January}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Le problème de la composition parallèle : une approche supervisée}, OPTVOLUME = {}, YEAR = {2013}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Composability, Composition, Hypervisor, StarPU}, URL = {http://hal.inria.fr/hal-00773610}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00773610/document} } @INPROCEEDINGS{hugo:hal-00824514, ADDRESS = {Boston, USA}, AUTHOR = {Andra Hugo and Abdou Guermouche and Raymond Namyst and Pierre-André Wacrenier}, BOOKTITLE = {Third International Workshop on Accelerators and Hybrid Exascale Systems}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Composing multiple StarPU applications over heterogeneous machines: a supervised approach}, OPTVOLUME = {}, YEAR = {2013}, OPTABSTRACT = {}, DOI = {10.1177/1094342014527575}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Composability}, URL = {http://hal.inria.fr/hal-00824514}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00824514/document} } @INPROCEEDINGS{odajima:hal-00920915, ADDRESS = {Vietri sul Mare, Italy}, AUTHOR = {Tetsuya Odajima and Taisuke Boku and Mitsuhisa Sato and Toshihiro Hanawa and Yuetsu Kodama and Raymond Namyst and Samuel Thibault and Olivier Aumage}, BOOKTITLE = {ICA3PP-2013 - The 13th International Conference on Algorithms and Architectures for Parallel Processing}, OPTEDITOR = {}, MONTH = {December}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Adaptive Task Size Control on High Level Programming for GPU/CPU Work Sharing}, OPTVOLUME = {}, YEAR = {2013}, OPTABSTRACT = {}, DOI = {10.1007/978-3-319-03889-6_7}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00920915}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00920915/PDF/ADPC2013-117.pdf} } @INPROCEEDINGS{ohshima:hal-00926144, ADDRESS = {Boston, USA}, AUTHOR = {Satoshi Ohshima and Satoshi Katagiri and Kengo Nakajima and Samuel Thibault and Raymond Namyst}, BOOKTITLE = {SIAM CSE13 - SIAM Conference on Computational Science and Engineering 2013}, OPTEDITOR = {}, MONTH = {February}, OPTNOTE = {}, OPTNUMBER = {}, ORGANIZATION = {SIAM}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Implementation of FEM Application on GPU with StarPU}, OPTVOLUME = {}, YEAR = {2013}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00926144}, OPTURL-PUBLISHER = {} } @INPROCEEDINGS{Ros13Renpar, ADDRESS = {Grenoble, France}, AUTHOR = {Corentin Rossignon}, BOOKTITLE = {21èmes Rencontres Francophones du Parallélisme (RenPar'21)}, OPTEDITOR = {}, MONTH = {January}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Optimisation du produit matrice-vecteur creux sur architecture GPU pour un simulateur de reservoir}, OPTVOLUME = {}, YEAR = {2013}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00773571}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00773571/document} } @INPROCEEDINGS{rossignon:hal-00858350, ADDRESS = {Boston, USA}, AUTHOR = {Corentin Rossignon and Pascal Hénon and Olivier Aumage and Samuel Thibault}, BOOKTITLE = {PDSEC - 14th IEEE International Workshop on Parallel and Distributed Scientific and Engineering Computing - 2013}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {A NUMA-aware fine grain parallelization framework for multi-core architecture}, OPTVOLUME = {}, YEAR = {2013}, ABSTRACT = {In this paper, we present some solutions to handle to problems commonly encountered when dealing with fine grain parallelization on multi-core architecture: expressing algorithm using a task grain size suitable for the hardware and minimizing the time penalty due to Non Uniform Memory Accesses. To evaluate the benefit of our work we present some experiments on the fine grain parallelization of an iterative solver for spare linear system with some comparisons with the Intel TBB approach.}, DOI = {10.1109/IPDPSW.2013.204}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00858350}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00858350/PDF/taggre_pdsec_2013.pdf} } @TECHREPORT{LC13Report, OPTADDRESS = {}, AUTHOR = {Ludovic Courtès}, INSTITUTION = {INRIA}, MONTH = {April}, OPTNOTE = {}, NUMBER = {RR-8278}, PAGES = {25}, TITLE = {C Language Extensions for Hybrid CPU/GPU Programming with StarPU}, TYPE = {Research Report}, YEAR = {2013}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On The C Extensions, parallel programming, GPU, scheduling, programming language support, StarPU}, URL = {http://hal.inria.fr/hal-00807033}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00807033/PDF/RR-8278.pdf} } @TECHREPORT{henry:hal-00853423, OPTADDRESS = {}, AUTHOR = {Sylvain Henry and Denis Barthou and Alexandre Denis and Raymond Namyst and Marie-Christine Counilh}, INSTITUTION = {INRIA}, MONTH = {August}, OPTNOTE = {}, NUMBER = {RR-8346}, PAGES = {18}, TITLE = {SOCL: An OpenCL Implementation with Automatic Multi-Device Adaptation Support}, TYPE = {Research Report}, YEAR = {2013}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, OpenCL, Heterogeneous Architectures, Runtime Systems}, URL = {https://inria.hal.science/hal-00853423}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-00853423/file/RR-8346.pdf} } @ARTICLE{HenDenBar2012TSI, AUTHOR = {Sylvain Henry and Alexandre Denis and Denis Barthou}, JOURNAL = {Techniques et Sciences Informatiques}, OPTMONTH = {}, OPTNOTE = {}, NUMBER = {8-9-10}, PAGES = {1233-1249}, PUBLISHER = {Lavoisier}, TITLE = {Programmation unifiée multi-accélérateur OpenCL}, OPTVOLUME = {}, YEAR = {2012}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00772742}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00772742/document} } @ARTICLE{MahManAugThi12TSI, AUTHOR = {Sidi Ahmed Mahmoudi and Pierre Manneback and Cédric Augonnet and Samuel Thibault}, EDITOR = { Lavoisier}, JOURNAL = {Technique et Science Informatiques}, OPTMONTH = {}, OPTNOTE = {}, NUMBER = {8-10}, PAGES = {1183-1203}, TITLE = {Traitements d'Images sur Architectures Parallèles et Hétérogènes}, VOLUME = {31}, YEAR = {2012}, OPTABSTRACT = {}, DOI = {10.3166/tsi.31.1183-1203}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00714858/}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/hal-00714858/document} } @INPROCEEDINGS{AugAumFurNamThi2012EuroMPI, OPTADDRESS = {}, AUTHOR = {Cédric Augonnet and Olivier Aumage and Nathalie Furmento and Raymond Namyst and Samuel Thibault}, BOOKTITLE = {EuroMPI 2012}, EDITOR = {Jesper Larsson Träff, Siegfried Benkner and Jack Dongarra}, MONTH = {September}, NOTE = {Poster Session}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, PUBLISHER = {Springer}, SERIES = {LNCS}, TITLE = {StarPU-MPI: Task Programming over Clusters of Machines Enhanced with Accelerators}, VOLUME = {7490}, YEAR = {2012}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On MPI Support, StarPU}, URL = {http://hal.inria.fr/hal-00725477}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00725477/document} } @INPROCEEDINGS{BenkBajMarSanNamThiEuroPar2012, ADDRESS = {Rhodes Island, Greece}, AUTHOR = {Siegfried Benkner and Enes Bajrovic and Erich Marth and Martin Sandrieser and Raymond Namyst and Samuel Thibault}, BOOKTITLE = {Euro-Par - 18th International Conference on Parallel Processing}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {High-Level Support for Pipeline Parallelism on Many-Core Architectures}, OPTVOLUME = {}, YEAR = {2012}, OPTABSTRACT = {}, DOI = {10.1007/978-3-642-32820-6_61}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00697020}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00697020/PDF/europar2012-submitted.pdf} } @INPROCEEDINGS{bordage:hal-00773114, ADDRESS = {Barcelone, Spain}, AUTHOR = {Cyril Bordage}, BOOKTITLE = {ADVCIMP12}, OPTEDITOR = {}, MONTH = {September}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {90-95}, PUBLISHER = {IARIA}, SERIES = {ADVCOMP 2012, The Sixth International Conference on Advanced Engineering Computing and Applications in Sciences}, TITLE = {Parallelization on Heterogeneous Multicore and Multi-GPU Systems of the Fast Multipole Method for the Helmholtz Equation Using a Runtime System}, OPTVOLUME = {}, YEAR = {2012}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, Fast multipole method (FMM), Helmholtz equation, heterogeneous architecture, parallel algorithm}, URL = {https://inria.hal.science/hal-00773114}, OPTURL-PUBLISHER = {} } @INPROCEEDINGS{kessler:hal-00776610, ADDRESS = {Dresden, Deutschland}, AUTHOR = {Christoph Kessler and Usman Dastgeer and Samuel Thibault and Raymond Namyst and Andrew Richards and Uwe Dolinsky and Siegfried Benkner and Larsson Träff, Jesper and Sabri Pllana}, BOOKTITLE = {DATE - Design, Automation and Test in Europe}, OPTEDITOR = {}, MONTH = {March}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Programmability and Performance Portability Aspects of Heterogeneous Multi-/Manycore Systems}, OPTVOLUME = {}, YEAR = {2012}, OPTABSTRACT = {}, DOI = {10.1109/DATE.2012.6176582}, ISBN = {978-3-9810801-8-6}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00776610}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00776610/PDF/date12-paper.pdf} } @PHDTHESIS{Aug11Thesis, OPTADDRESS = {}, AUTHOR = {Cédric Augonnet}, MONTH = {December}, OPTNOTE = {}, SCHOOL = {Université de Bordeaux}, TITLE = {Scheduling Tasks over Multicore machines enhanced with Accelerators: a Runtime System's Perspective}, TYPE = {Ph.D Thesis}, YEAR = {2011}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {General Presentations, StarPU}, URL = {http://tel.archives-ouvertes.fr/tel-00777154}, OPTURL-PUBLISHER = {}, PDF = {http://tel.archives-ouvertes.fr/tel-00777154/document} } @PHDTHESIS{AH11Master, OPTADDRESS = {}, AUTHOR = {Andra Hugo}, MONTH = {June}, OPTNOTE = {}, SCHOOL = {Université de Bordeaux}, TITLE = {Composabilité de codes parallèles sur architectures hétérogènes}, TYPE = {Master Thesis}, YEAR = {2011}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Composability, StarPU}, URL = {http://hal.inria.fr/inria-00619654/en/}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00619654/document} } @ARTICLE{AugThiNamWac11CCPE, AUTHOR = {Cédric Augonnet and Samuel Thibault and Raymond Namyst and Pierre-André Wacrenier}, JOURNAL = {CCPE - Concurrency and Computation: Practice and Experience, Special Issue: Euro-Par 2009}, MONTH = {February}, OPTNOTE = {}, OPTNUMBER = {}, PAGES = {187--198}, PUBLISHER = {John Wiley & Sons, Ltd.}, TITLE = {StarPU: A Unified Platform for Task Scheduling on Heterogeneous Multicore Architectures}, VOLUME = {23}, YEAR = {2011}, OPTABSTRACT = {}, DOI = {10.1002/cpe.1631}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {General Presentations, StarPU}, URL = {http://hal.inria.fr/inria-00550877}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00550877/document} } @ARTICLE{BenPllTraTsiDolAugBacKesMolOsi11IEEEMicro, ADDRESS = {Los Alamitos, CA, USA}, AUTHOR = {Siegfried Benkner and Sabri Pllana and Jesper Larsson Träff and Philippas Tsigas and Uwe Dolinsky and Cédric Augonnet and Beverly Bachmayer and Christoph Kessler and David Moloney and Vitaly Osipov}, JOURNAL = {IEEE Micro}, MONTH = {September}, OPTNOTE = {}, NUMBER = {5}, PAGES = {28-41}, PUBLISHER = {IEEE Computer Society}, TITLE = {PEPPHER: Efficient and Productive Usage of Hybrid Computing Systems}, VOLUME = {31}, YEAR = {2011}, OPTABSTRACT = {}, DOI = {10.1109/MM.2011.67}, OPTISBN = {}, ISSN = {0272-1732}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00648480}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00648480/document} } @INPROCEEDINGS{AguAugDonFavLanLtaTomAICCSA11, ADDRESS = {Sharm El-Sheikh, Egypt}, AUTHOR = {Emmanuel Agullo and Cédric Augonnet and Jack Dongarra and Mathieu Faverge and Julien Langou and Hatem Ltaief and Stanimire Tomov}, BOOKTITLE = {9th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 11)}, OPTEDITOR = {}, MONTH = {June}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {LU factorization for accelerator-based systems}, OPTVOLUME = {}, YEAR = {2011}, OPTABSTRACT = {}, DOI = {10.1109/AICCSA.2011.6126599}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/hal-00654193}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/hal-00654193/document} } @INPROCEEDINGS{AguAugDonFavLtaThiTom11IPDPS, ADDRESS = {Anchorage, Alaska, USA}, AUTHOR = {Emmanuel Agullo and Cédric Augonnet and Jack Dongarra and Mathieu Faverge and Hatem Ltaief and Samuel Thibault and Stanimire Tomov}, BOOKTITLE = {25th IEEE International Parallel & Distributed Processing Symposium (IEEE IPDPS 2011)}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {QR Factorization on a Multicore Node Enhanced with Multiple GPU Accelerators}, OPTVOLUME = {}, YEAR = {2011}, OPTABSTRACT = {}, DOI = {10.1109/IPDPS.2011.90}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/inria-00547614}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00547614/document} } @INPROCEEDINGS{benkner:hal-00661320, ADDRESS = {Ghent, Belgium}, AUTHOR = {Siegfried Benkner and Sabri Pllana and Larsson Träff, Jesper and Philippas Tsigas and Andrew Richards and Raymond Namyst and Beverly Bachmayer and Christoph Kessler and David Moloney and Peter Sanders}, BOOKTITLE = {ParCo}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {The PEPPHER Approach to Programmability and Performance Portability for Heterogeneous many-core Architectures}, OPTVOLUME = {}, YEAR = {2011}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {https://inria.hal.science/hal-00661320}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/hal-00661320/file/peppher_parco_2011.pdf} } @INPROCEEDINGS{DasKesThi11ParCo, ADDRESS = {Gent, Belgium}, AUTHOR = {Usman Dastgeer and Christoph Kessler and Samuel Thibault}, BOOKTITLE = {ParCo - Proceedings of the International Conference on Parallel Computing}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {159--166}, OPTPUBLISHER = {}, SERIES = {Advances of Parallel Computing}, TITLE = {Flexible runtime support for efficient skeleton programming on hybrid systems}, VOLUME = {22}, YEAR = {2011}, OPTABSTRACT = {}, DOI = {10.3233/978-1-61499-041-3-159}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/inria-00606200/}, OPTURL-PUBLISHER = {}, PDF = {https://inria.hal.science/inria-00606200v1/document} } @INPROCEEDINGS{Hen11Renpar, ADDRESS = {Saint Malo, France}, AUTHOR = {Sylvain Henry}, BOOKTITLE = {20èmes Rencontres Francophones du Parallélisme (RenPar'20)}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Programmation multi-accélérateurs unifiée en OpenCL}, OPTVOLUME = {}, YEAR = {2011}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.archives-ouvertes.fr/hal-00643257}, OPTURL-PUBLISHER = {}, PDF = {http://hal.archives-ouvertes.fr/hal-00643257/document} } @INPROCEEDINGS{MahManAugThi11Renpar20, ADDRESS = {Saint-Malo, France}, AUTHOR = {Sidi Ahmed Mahmoudi and Pierre Manneback and Cédric Augonnet and Samuel Thibault}, BOOKTITLE = {RenPar'20 - 20èmes Rencontres Francophones du Parallélisme}, OPTEDITOR = {}, MONTH = {May}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Détection optimale des coins et contours dans des bases d'images volumineuses sur architectures multicoeurs hétérogènes}, OPTVOLUME = {}, YEAR = {2011}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/inria-00606195}, OPTURL-PUBLISHER = {}, PDF = {https://hal.inria.fr/inria-00606195/document} } @INCOLLECTION{AguAugDonLtaNamThiTomGPUgems, OPTADDRESS = {}, AUTHOR = {Emmanuel Agullo and Cédric Augonnet and Jack Dongarra and Hatem Ltaief and Raymond Namyst and Samuel Thibault and Stanimire Tomov}, BOOKTITLE = {GPU Computing Gems}, OPTCHAPTER = {}, OPTEDITION = {}, EDITOR = {Wen-mei W. Hwu}, MONTH = {September}, OPTNOTE = {}, OPTNUMBER = {}, OPTPAGES = {}, PUBLISHER = {Morgan Kaufmann}, OPTSERIES = {}, TITLE = {A Hybridization Methodology for High-Performance Linear Algebra Software for GPUs}, OPTTYPE = {}, VOLUME = {2}, YEAR = {2010}, OPTABSTRACT = {}, DOI = {10.1016/B978-0-12-385963-1.00034-4}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/inria-00547847}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00547847/document} } @INPROCEEDINGS{AguAugDonLtaNamRomThiTom10SAAHPC, ADDRESS = {Knoxville, USA}, AUTHOR = {Emmanuel Agullo and Cédric Augonnet and Jack Dongarra and Hatem Ltaief and Raymond Namyst and Jean Roman and Samuel Thibault and Stanimire Tomov}, BOOKTITLE = {SAAHPC - Symposium on Application Accelerators in High Performance Computing}, OPTEDITOR = {}, MONTH = {July}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Dynamically scheduled Cholesky factorization on multicore architectures with GPU accelerators}, OPTVOLUME = {}, YEAR = {2010}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Applications, StarPU}, URL = {http://hal.inria.fr/inria-00547616}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00547616/document} } @INPROCEEDINGS{AugCleThiNam10ICPADS, ADDRESS = {Shanghai, China}, AUTHOR = {Cédric Augonnet and Jérôme Clet-Ortega and Samuel Thibault and Raymond Namyst}, BOOKTITLE = {The 16th International Conference on Parallel and Distributed Systems (ICPADS)}, OPTEDITOR = {}, MONTH = {December}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {Data-Aware Task Scheduling on Multi-Accelerator based Platforms}, OPTVOLUME = {}, YEAR = {2010}, OPTABSTRACT = {}, DOI = {10.1109/ICPADS.2010.129}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Scheduling, StarPU}, URL = {http://hal.inria.fr/inria-00523937}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00523937/document} } @TECHREPORT{AugThiNamWac10RR7240, OPTADDRESS = {}, AUTHOR = {Cédric Augonnet and Samuel Thibault and Raymond Namyst}, INSTITUTION = {INRIA}, MONTH = {March}, OPTNOTE = {}, NUMBER = {RR-7240}, TITLE = {StarPU: a Runtime System for Scheduling Tasks over Accelerator-Based Multicore Machines}, TYPE = {Research Report}, YEAR = {2010}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {General Presentations, StarPU}, URL = {http://hal.inria.fr/inria-00467677}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00467677/document} } @INPROCEEDINGS{Aug09Renpar19, ADDRESS = {Toulouse, France}, AUTHOR = {Cédric Augonnet}, BOOKTITLE = {19èmes Rencontres Francophones du Parallélisme}, OPTEDITOR = {}, MONTH = {September}, NOTE = {Best Paper Award}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, OPTSERIES = {}, TITLE = {StarPU: un support exécutif unifié pour les architectures multicoeurs hétérogènes}, OPTVOLUME = {}, YEAR = {2009}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {General Presentations, StarPU}, URL = {http://hal.inria.fr/inria-00411581}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00411581/document} } @INPROCEEDINGS{AugThiNam09HPPC, ADDRESS = {Delft, The Netherlands}, AUTHOR = {Cédric Augonnet and Samuel Thibault and Raymond Namyst}, BOOKTITLE = {HPPC - Proceedings of the International Euro-Par Workshops, Highly Parallel Processing on a Chip}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {56--65}, PUBLISHER = {Springer}, SERIES = {LNCS}, TITLE = {Automatic Calibration of Performance Models on Heterogeneous Multicore Architectures}, VOLUME = {6043}, YEAR = {2009}, OPTABSTRACT = {}, DOI = {10.1007/978-3-642-14122-5_9}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On Performance Model Tuning, StarPU}, URL = {http://hal.inria.fr/inria-00421333}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00421333/document} } @INPROCEEDINGS{AugThiNamNij09Samos, ADDRESS = {Samos, Greece}, AUTHOR = {Cédric Augonnet and Samuel Thibault and Raymond Namyst and Maik Nijhuis}, BOOKTITLE = {SAMOS Workshop - International Workshop on Systems, Architectures, Modeling, and Simulation}, OPTEDITOR = {}, MONTH = {July}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, OPTPAGES = {}, OPTPUBLISHER = {}, SERIES = {LNCS}, TITLE = {Exploiting the Cell/BE architecture with the StarPU unified runtime system}, VOLUME = {5657}, YEAR = {2009}, OPTABSTRACT = {}, DOI = {10.1007/978-3-642-03138-0_36}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {On The Cell Support, StarPU}, URL = {http://hal.inria.fr/inria-00378705}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00378705/document} } @INPROCEEDINGS{AugThiNamWac09Europar, ADDRESS = {Delft, The Netherlands}, AUTHOR = {Cédric Augonnet and Samuel Thibault and Raymond Namyst and Pierre-André Wacrenier}, BOOKTITLE = {Euro-Par - 15th International Conference on Parallel Processing}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {863--874}, PUBLISHER = {Springer}, SERIES = {LNCS}, TITLE = {StarPU: A Unified Platform for Task Scheduling on Heterogeneous Multicore Architectures}, VOLUME = {5704}, YEAR = {2009}, OPTABSTRACT = {}, DOI = {10.1007/978-3-642-03869-3_80}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {General Presentations, StarPU}, URL = {http://hal.inria.fr/inria-00384363}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00384363/document} } @PHDTHESIS{Aug08Master, OPTADDRESS = {}, AUTHOR = {Cédric Augonnet}, MONTH = {June}, OPTNOTE = {}, SCHOOL = {Université de Bordeaux}, TITLE = {Vers des supports d'exécution capables d'exploiter les machines multicoeurs hétérogènes}, TYPE = {Master Thesis}, YEAR = {2008}, OPTABSTRACT = {}, OPTDOI = {}, OPTISBN = {}, OPTISSN = {}, KEYWORDS = {General Presentations, StarPU}, URL = {http://hal.inria.fr/inria-00289361}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00289361/document} } @INPROCEEDINGS{AugNam08HPPC, ADDRESS = {Las Palmas de Gran Canaria, Spain}, AUTHOR = {Cédric Augonnet and Raymond Namyst}, BOOKTITLE = {Proceedings of the International Euro-Par Workshops 2008, HPPC'08}, OPTEDITOR = {}, MONTH = {August}, OPTNOTE = {}, OPTNUMBER = {}, OPTORGANIZATION = {}, PAGES = {174--183}, PUBLISHER = {Springer}, SERIES = {LNCS}, TITLE = {A unified runtime system for heterogeneous multicore architectures}, VOLUME = {5415}, YEAR = {2008}, OPTABSTRACT = {}, DOI = {10.1007/978-3-642-00955-6_22}, ISBN = {978-3-642-00954-9}, OPTISSN = {}, KEYWORDS = {General Presentations, StarPU}, URL = {http://hal.inria.fr/inria-00326917}, OPTURL-PUBLISHER = {}, PDF = {http://hal.inria.fr/inria-00326917/document} }