StarPU

Publications List

On Applications

Year 2017

  1. Jean Marie Couteyen Carpaye, Jean Roman, and Pierre Brenner. Design and Analysis of a Task-based Parallelization over a Runtime System of an Explicit Finite-Volume CFD Code with Adaptive Time Stepping. International Journal of Computational Science and Engineering, pp 1 - 22, 2017. [WWW] [PDF] [doi:10.1016/j.jocs.2017.03.008] Keyword(s): On Applications, HPC, CFD, runtime, task-based.
    @article{couteyencarpaye:hal-01507613,
    TITLE = {{Design and Analysis of a Task-based Parallelization over a Runtime System of an Explicit Finite-Volume CFD Code with Adaptive Time Stepping}},
    AUTHOR = {Couteyen Carpaye, Jean Marie and Roman, Jean and Brenner, Pierre},
    URL = {https://hal.inria.fr/hal-01507613},
    JOURNAL = {{International Journal of Computational Science and Engineering}},
    PUBLISHER = {{Inderscience}},
    PAGES = {1 - 22},
    YEAR = {2017},
    DOI = {10.1016/j.jocs.2017.03.008},
    KEYWORDS = {On Applications, HPC ; CFD ; runtime ; task-based},
    PDF = {https://hal.inria.fr/hal-01507613/file/flusepa-task-hal-inria-preprint.pdf},
    HAL_ID = {hal-01507613},
    HAL_VERSION = {v1},
    
    }
    


  2. Emmanuel Agullo, Alfredo Buttari, Mikko Byckling, Abdou Guermouche, and Ian Masliah. Achieving high-performance with a sparse direct solver on Intel KNL. Research Report RR-9035, Inria Bordeaux Sud-Ouest ; CNRS-IRIT ; Intel corporation ; Université Bordeaux, February 2017. [WWW] [PDF] Keyword(s): On Applications, runtime system, sparse direct solver, energy efficiency, high-performance computing, portability, Intel KNL, manycore parallelism.
    @techreport{agullo:hal-01473475,
    TITLE = {{Achieving high-performance with a sparse direct solver on Intel KNL}},
    AUTHOR = {Agullo, Emmanuel and Buttari, Alfredo and Byckling, Mikko and Guermouche, Abdou and Masliah, Ian},
    URL = {https://hal.inria.fr/hal-01473475},
    TYPE = {Research Report},
    NUMBER = {RR-9035},
    PAGES = {15},
    INSTITUTION = {{Inria Bordeaux Sud-Ouest ; CNRS-IRIT ; Intel corporation ; Universit{\'e} Bordeaux}},
    YEAR = {2017},
    MONTH = Feb,
    KEYWORDS = {On Applications; runtime system ; sparse direct solver ; energy efficiency ; high-performance computing ; portability ; Intel KNL ; manycore parallelism},
    PDF = {https://hal.inria.fr/hal-01473475/file/RR-9035.pdf},
    HAL_ID = {hal-01473475},
    HAL_VERSION = {v1},
    
    }
    


Year 2016

  1. Emmanuel Agullo, Bérenger Bramas, Olivier Coulaud, Martin Khannouz, and Luka Stanisic. Task-based fast multipole method for clusters of multicore processors. Research Report RR-8970, Inria Bordeaux Sud-Ouest, October 2016. [WWW] [PDF] Keyword(s): On Applications, STARPU, multicore processor, runtime system, FMM, cluster, high performance computing (HPC), fast multipole method, hybrid parallelization, task-based programming, MPI, OpenMP.
    @techreport{agullo:hal-01387482,
    TITLE = {{Task-based fast multipole method for clusters of multicore processors}},
    AUTHOR = {Agullo, Emmanuel and Bramas, B{\'e}renger and Coulaud, Olivier and Khannouz, Martin and Stanisic, Luka},
    URL = {https://hal.inria.fr/hal-01387482},
    TYPE = {Research Report},
    NUMBER = {RR-8970},
    PAGES = {15 },
    INSTITUTION = {{Inria Bordeaux Sud-Ouest}},
    YEAR = {2016},
    MONTH = Oct,
    KEYWORDS = {On Applications; STARPU ; multicore processor ; runtime system ; FMM ; cluster ; high performance computing (HPC) ; fast multipole method ; hybrid parallelization ; task-based programming ; MPI ; OpenMP},
    PDF = {https://hal.inria.fr/hal-01387482/file/report-8970.pdf},
    HAL_ID = {hal-01387482},
    HAL_VERSION = {v1},
    
    }
    


  2. E Agullo, L Giraud, A Guermouche, S Nakov, and Jean Roman. Task-based Conjugate Gradient: from multi-GPU towards heterogeneous architectures. Research Report 8912, Inria Bordeaux Sud-Ouest, May 2016. [WWW] [PDF] Keyword(s): High Performance Computing (HPC), multi-GPUs, heterogeneous architectures, task-based model, runtime system, sparse linear systems, Conjugate Gradient., On Applications, StarPU, scheduling.
    @techreport{agullo:hal-01316982,
    TITLE = {{Task-based Conjugate Gradient: from multi-GPU towards heterogeneous architectures}},
    AUTHOR = {Agullo, E and Giraud, L and Guermouche, A and Nakov, S and Roman, Jean},
    URL = {https://hal.inria.fr/hal-01316982},
    TYPE = {Research Report},
    NUMBER = {8912},
    INSTITUTION = {{Inria Bordeaux Sud-Ouest}},
    YEAR = {2016},
    MONTH = May,
    KEYWORDS = {High Performance Computing (HPC) ; multi-GPUs ; heterogeneous architectures ; task-based model ; runtime system ; sparse linear systems ; Conjugate Gradient.},
    PDF = {https://hal.inria.fr/hal-01316982/file/RR-8912.pdf},
    HAL_ID = {hal-01316982},
    HAL_VERSION = {v1},
    KEYWORDS = {On Applications; StarPU, scheduling} 
    }
    


Year 2015

  1. Corentin Rossignon. A fine grain model programming for parallelization of sparse linear solver. PhD thesis, Université de Bordeaux, July 2015. [WWW] [PDF] Keyword(s): 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.
    @phdthesis{rossignon:tel-01230876,
    TITLE = {{A fine grain model programming for parallelization of sparse linear solver}},
    AUTHOR = {Rossignon, Corentin},
    URL = {https://tel.archives-ouvertes.fr/tel-01230876},
    NUMBER = {2015BORD0094},
    SCHOOL = {{Universit{\'e} de Bordeaux}},
    YEAR = {2015},
    MONTH = Jul,
    keywords = {On Applications; Sparse linear algebra ; Multicore ; Runtime Systems ; Task-based programming ; Parallelism ; Alg{\`e}bre lin{\'e}aire creuse ; Multi-coeurs ; NUMA ; Parall{\'e}lisme ; Graphe de t{\^a}ches ; Supports d’ex{\'e}cution},
    PDF = {https://tel.archives-ouvertes.fr/tel-01230876/file/ROSSIGNON_CORENTIN_2015.pdf},
    HAL_ID = {tel-01230876},
    HAL_VERSION = {v1},
    
    }
    


  2. Vìctor Martìnez, David Michéa, Fabrice Dupros, Olivier Aumage, Samuel Thibault, Hideo Aochi, and Philippe Olivier Alexandre Navaux. Towards seismic wave modeling on heterogeneous many-core architectures using task-based runtime system. In 27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Florianopolis, Brazil, October 2015. [WWW] [PDF] Keyword(s): On Applications, StarPU, scheduling.
    @inproceedings{MaMiDuAuThiAoNa15,
    TITLE = {{Towards seismic wave modeling on heterogeneous many-core architectures using task-based runtime system}},
    AUTHOR = {Mart{\'i}nez, V{\'i}ctor and Mich{\'e}a, David and Dupros, Fabrice and Aumage, Olivier and Thibault, Samuel and Aochi, Hideo and Navaux, Philippe Olivier Alexandre},
    URL = {https://hal.inria.fr/hal-01182746},
    PDF = {https://hal.inria.fr/hal-01182746/file/sbac2015_soumission.pdf},
    BOOKTITLE = {{27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)}},
    ADDRESS = {Florianopolis, Brazil},
    YEAR = {2015},
    MONTH = Oct,
    HAL_ID = {hal-01182746},
    HAL_VERSION = {v1},
    KEYWORDS = {On Applications; StarPU; scheduling} 
    }
    


Year 2014

  1. Emmanuel Agullo, Bérenger Bramas, Olivier Coulaud, Eric Darve, Matthias Messner, and Toru Takahashi. Task-Based FMM for Multicore Architectures. SIAM Journal on Scientific Computing, 36(1):66-93, 2014. [WWW] [PDF] [doi:10.1137/130915662] Keyword(s): On Applications, fast multipole method, multicore architectures, shared memory paradigm, runtime system, pipeline.
    @article{agullo:hal-00911856,
    TITLE = {{Task-Based FMM for Multicore Architectures}},
    AUTHOR = {Agullo, Emmanuel and Bramas, B{\'e}renger and Coulaud, Olivier and Darve, Eric and Messner, Matthias and Takahashi, Toru},
    URL = {https://hal.inria.fr/hal-00911856},
    JOURNAL = {{SIAM Journal on Scientific Computing}},
    PUBLISHER = {{Society for Industrial and Applied Mathematics}},
    VOLUME = {36},
    NUMBER = {1},
    PAGES = {66-93},
    YEAR = {2014},
    DOI = {10.1137/130915662},
    KEYWORDS = {On Applications; fast multipole method ; multicore architectures ; shared memory paradigm ; runtime system ; pipeline},
    PDF = {https://hal.inria.fr/hal-00911856/file/sisc-cpu.pdf},
    HAL_ID = {hal-00911856},
    HAL_VERSION = {v1},
    
    }
    


  2. Sylvain Henry, Alexandre Denis, Denis Barthou, Marie-Christine Counilh, and Raymond Namyst. Toward OpenCL Automatic Multi-Device Support. In Fernando Silva, Ines Dutra, and Vitor Santos Costa, editors, Euro-Par 2014, Porto, Portugal, August 2014. Springer. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @inproceedings{sylvain:hal-01005765,
    hal_id = {hal-01005765},
    url = {http://hal.inria.fr/hal-01005765},
    title = {{Toward OpenCL Automatic Multi-Device Support}},
    author = {Henry, Sylvain and Denis, Alexandre and Barthou, Denis and Counilh, Marie-Christine and Namyst, Raymond},
    language = {Anglais},
    affiliation = {Exascale Computing Research Laboratory , Laboratoire Bordelais de Recherche en Informatique - LaBRI , RUNTIME - INRIA Bordeaux - Sud-Ouest},
    booktitle = {{Euro-Par 2014}},
    publisher = {Springer},
    address = {Porto, Portugal},
    editor = {Fernando Silva and Ines Dutra and Vitor Santos Costa },
    audience = {internationale },
    year = {2014},
    month = Aug,
    pdf = {http://hal.inria.fr/hal-01005765/PDF/final.pdf},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  3. Xavier Lacoste, Mathieu Faverge, Pierre Ramet, Samuel Thibault, and George Bosilca. Taking advantage of hybrid systems for sparse direct solvers via task-based runtimes. In HCW'2014 workshop of IPDPS, Phoenix, États-Unis, May 2014. IEEE. Note: RR-8446 RR-8446. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @inproceedings{lacoste:hal-00987094,
    hal_id = {hal-00987094},
    url = {http://hal.inria.fr/hal-00987094},
    title = {{Taking advantage of hybrid systems for sparse direct solvers via task-based runtimes}},
    author = {Lacoste, Xavier and Faverge, Mathieu and Ramet, Pierre and Thibault, Samuel and Bosilca, George},
    language = {Anglais},
    affiliation = {HiePACS - INRIA Bordeaux - Sud-Ouest , Laboratoire Bordelais de Recherche en Informatique - LaBRI , RUNTIME - INRIA Bordeaux - Sud-Ouest , Innovative Computing Laboratory - ICL},
    booktitle = {{HCW'2014 workshop of IPDPS}},
    publisher = {IEEE},
    address = {Phoenix, {\'E}tats-Unis},
    note = {RR-8446 RR-8446 },
    audience = {internationale },
    year = {2014},
    month = May,
    pdf = {http://hal.inria.fr/hal-00987094/PDF/sparsegpus.pdf},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  4. Emmanuel Agullo, Berenger Bramas, Olivier Coulaud, Eric Darve, Matthias Messner, and Toru Takahashi. Task-based FMM for heterogeneous architectures. Research Report RR-8513, Inria Bordeaux - Sud-Ouest, April 2014. [WWW] [PDF] Keyword(s): On Applications, pipeline., heterogeneous architectures, graphics processing unit, Fast multipole methods, pipeline, scheduling, runtime system.
    @techreport{agullo:hal-00974674,
    TITLE = {{Task-based FMM for heterogeneous architectures}},
    AUTHOR = {Agullo, Emmanuel and Bramas, Berenger and Coulaud, Olivier and Darve, Eric and Messner, Matthias and Takahashi, Toru},
    URL = {https://hal.inria.fr/hal-00974674},
    TYPE = {Research Report},
    NUMBER = {RR-8513},
    PAGES = {29},
    INSTITUTION = {{Inria Bordeaux - Sud-Ouest}},
    YEAR = {2014},
    MONTH = Apr,
    KEYWORDS = {On Applications; pipeline. ; heterogeneous architectures ; graphics processing unit ; Fast multipole methods ; pipeline ; scheduling ; runtime system},
    PDF = {https://hal.inria.fr/hal-00974674/file/RR-8513.pdf},
    HAL_ID = {hal-00974674},
    HAL_VERSION = {v1},
    
    }
    


  5. Xavier Lacoste, Mathieu Faverge, Pierre Ramet, Samuel Thibault, and George Bosilca. Taking advantage of hybrid systems for sparse direct solvers via task-based runtimes. Rapport de recherche RR-8446, INRIA, January 2014. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @techreport{lacoste:hal-00925017,
    hal_id = {hal-00925017},
    url = {http://hal.inria.fr/hal-00925017},
    title = {{Taking advantage of hybrid systems for sparse direct solvers via task-based runtimes}},
    author = {Xavier Lacoste and Mathieu Faverge and Pierre Ramet and Samuel Thibault and George Bosilca},
    keywords = {On Applications; StarPU},
    language = {Anglais},
    affiliation = {HiePACS - INRIA Bordeaux - Sud-Ouest , Laboratoire Bordelais de Recherche en Informatique - LaBRI , RUNTIME - INRIA Bordeaux - Sud-Ouest , Innovative Computing Laboratory - ICL},
    pages = {25},
    type = {Rapport de recherche},
    institution = {INRIA},
    number = {RR-8446},
    year = {2014},
    month = Jan,
    pdf = {http://hal.inria.fr/hal-00925017/PDF/RR-8446.pdf} 
    }
    


  6. Emmanuel Agullo, Olivier Aumage, Mathieu Faverge, Nathalie Furmento, Florent Pruvost, Marc Sergent, and Samuel Thibault. Overview of Distributed Linear Algebra on Hybrid Nodes over the StarPU Runtime. SIAM Conference on Parallel Processing for Scientific Computing, February 2014. [WWW] [PDF] Keyword(s): On Applications.
    @misc{sergent:hal-00978602,
    hal_id = {hal-00978602},
    url = {http://hal.inria.fr/hal-00978602},
    title = {{Overview of Distributed Linear Algebra on Hybrid Nodes over the StarPU Runtime}},
    author = {Agullo, Emmanuel and Aumage, Olivier and Faverge, Mathieu and Furmento, Nathalie and Pruvost, Florent and Sergent, Marc and Thibault, Samuel},
    language = {Anglais},
    affiliation = {RUNTIME - INRIA Bordeaux - Sud-Ouest , Laboratoire Bordelais de Recherche en Informatique - LaBRI , HiePACS - INRIA Bordeaux - Sud-Ouest},
    howpublished = {{SIAM Conference on Parallel Processing for Scientific Computing}},
    address = {Portland, Oregon, {\'E}tats-Unis},
    audience = {internationale },
    year = {2014},
    month = Feb,
    pdf = {http://hal.inria.fr/hal-00978602/PDF/siampp14.pdf},
    keywords = {On Applications} 
    }
    


Year 2013

  1. Cyril Bordage. Ordonnancement dynamique, adapté aux architectures hétérogènes, de la méthode multipôle pour les équations de Maxwell, en électromagnétisme. PhD thesis, Université Bordeaux 1, 351 cours de la Libération --- 33405 TALENCE cedex, December 2013. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @PhDThesis{ Bor13Thesis,
    author = {Cyril Bordage},
    title = {{Ordonnancement dynamique, adapt{\'e} aux architectures h{\'e}t{\'e}rog{\`e}nes, de la m{\'e}thode multip{\^o}le pour les {\'e}quations de Maxwell, en {\'e}lectromagn{\'e}tisme}},
    school = {{Universit{\'e} Bordeaux 1}},
    address = {351 cours de la Lib{\'e}ration --- 33405 TALENCE cedex},
    URL = {https://tel.archives-ouvertes.fr/tel-00958494},
    PDF = {https://tel.archives-ouvertes.fr/tel-00958494/document},
    year = 2013,
    month = DEC,
    KEYWORDS = {On Applications;StarPU} 
    }
    


  2. Sylvain Henry. Modèles de programmation et supports exécutifs pour architectures hétérogènes. PhD thesis, Université Bordeaux 1, 351 cours de la Libération --- 33405 TALENCE cedex, November 2013. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @PhDThesis{Hen13Thesis,
    author = {Sylvain Henry},
    title = {Mod{\`e}les de programmation et supports ex{\'e}cutifs pour architectures h{\'e}t{\'e}rog{\`e}nes},
    school = {{Universit{\'e} Bordeaux 1}},
    address = {351 cours de la Lib{\'e}ration --- 33405 TALENCE cedex},
    year = 2013,
    month = NOV,
    URL = {http://tel.archives-ouvertes.fr/tel-00948309},
    PDF = {http://tel.archives-ouvertes.fr/tel-00948309/document},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  3. Sylvain Henry. ViperVM: a Runtime System for Parallel Functional High-Performance Computing on Heterogeneous Architectures. In 2nd Workshop on Functional High-Performance Computing (FHPC'13), Boston, États-Unis, September 2013. [WWW] [PDF] Keyword(s): On Applications, Parallel Functional Programming, High-Performance Computing, Heterogeneous Architectures.
    @inproceedings{hen13fhpc,
    hal_id = {hal-00851122},
    url = {http://hal.inria.fr/hal-00851122},
    title = {{ViperVM: a Runtime System for Parallel Functional High-Performance Computing on Heterogeneous Architectures}},
    author = {Henry, Sylvain},
    keywords = {On Applications; Parallel Functional Programming; High-Performance Computing; Heterogeneous Architectures},
    language = {Anglais},
    affiliation = {Laboratoire Bordelais de Recherche en Informatique - LaBRI , RUNTIME - INRIA Bordeaux - Sud-Ouest},
    booktitle = {{2nd Workshop on Functional High-Performance Computing (FHPC'13)}},
    address = {Boston, {\'E}tats-Unis},
    audience = {internationale },
    year = {2013},
    month = Sep,
    pdf = {http://hal.inria.fr/hal-00851122/PDF/fhpc13.pdf},
    
    }
    


  4. Tetsuya Odajima, Taisuke Boku, Mitsuhisa Sato, Toshihiro Hanawa, Yuetsu Kodama, Raymond Namyst, Samuel Thibault, and Olivier Aumage. Adaptive Task Size Control on High Level Programming for GPU/CPU Work Sharing. In The 2013 International Symposium on Advances of Distributed and Parallel Computing (ADPC 2013), Vietri sul Mare, Italie, December 2013. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @inproceedings{odajima:hal-00920915,
    hal_id = {hal-00920915},
    url = {http://hal.inria.fr/hal-00920915},
    title = {{Adaptive Task Size Control on High Level Programming for GPU/CPU Work Sharing}},
    author = {Tetsuya Odajima and Taisuke Boku and Mitsuhisa Sato and Toshihiro Hanawa and Yuetsu Kodama and Raymond Namyst and Samuel Thibault and Olivier Aumage},
    language = {Anglais},
    affiliation = {Graduate School of Systems and Information Engineering [Tsukuba] , Center for Computational Sciences [Tsukuba] - CCS , Graduate School for Systems and Information Engineering [Tsukuba] , Laboratoire Bordelais de Recherche en Informatique - LaBRI , RUNTIME - INRIA Bordeaux - Sud-Ouest},
    booktitle = {{The 2013 International Symposium on Advances of Distributed and Parallel Computing (ADPC 2013)}},
    address = {Vietri sul Mare, Italie},
    audience = {internationale },
    year = {2013},
    month = Dec,
    pdf = {http://hal.inria.fr/hal-00920915/PDF/ADPC2013-117.pdf},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  5. Satoshi Ohshima, Satoshi Katagiri, Kengo Nakajima, Samuel Thibault, and Raymond Namyst. Implementation of FEM Application on GPU with StarPU. In SIAM CSE13 - SIAM Conference on Computational Science and Engineering 2013, Boston, États-Unis, February 2013. SIAM. [WWW] Keyword(s): On Applications, StarPU.
    @inproceedings{ohshima:hal-00926144,
    hal_id = {hal-00926144},
    url = {http://hal.inria.fr/hal-00926144},
    title = {{Implementation of FEM Application on GPU with StarPU}},
    author = {Satoshi Ohshima and Satoshi Katagiri and Kengo Nakajima and Samuel Thibault and Raymond Namyst},
    language = {Anglais},
    affiliation = {Computer Science Department - CST , Laboratoire Bordelais de Recherche en Informatique - LaBRI , RUNTIME - INRIA Bordeaux - Sud-Ouest},
    booktitle = {{SIAM CSE13 - SIAM Conference on Computational Science and Engineering 2013}},
    address = {Boston, {\'E}tats-Unis},
    organization = {SIAM},
    audience = {internationale },
    year = {2013},
    month = Feb,
    KEYWORDS = {On Applications;StarPU} 
    }
    


  6. Corentin Rossignon. Optimisation du produit matrice-vecteur creux sur architecture GPU pour un simulateur de reservoir. In 21èmes Rencontres Francophones du Parallélisme (RenPar'21), Grenoble, France, January 2013. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @InProceedings{Ros13Renpar,
    author = {Corentin Rossignon},
    title = {{O}ptimisation du produit matrice-vecteur creux sur architecture GPU pour un simulateur de r{\'}eservoir},
    booktitle = {21{\`e}mes Rencontres Francophones du Parall{\'e}lisme (RenPar'21)},
    year = 2013,
    address = {Grenoble, France},
    month = JAN,
    url = {http://hal.inria.fr/hal-00773571},
    pdf = {http://hal.inria.fr/hal-00773571/document},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  7. Corentin Rossignon, Pascal Hénon, Olivier Aumage, and Samuel Thibault. A NUMA-aware fine grain parallelization framework for multi-core architecture. In PDSEC - 14th IEEE International Workshop on Parallel and Distributed Scientific and Engineering Computing - 2013, Boston, États-Unis, May 2013. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @inproceedings{rossignon:hal-00858350,
    hal_id = {hal-00858350},
    url = {http://hal.inria.fr/hal-00858350},
    title = {{A NUMA-aware fine grain parallelization framework for multi-core architecture}},
    author = {Corentin Rossignon and Pascal H{\'e}non and Olivier Aumage and Samuel Thibault},
    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.}},
    language = {Anglais},
    affiliation = {TOTAL-Scientific and Technical Center Jean F{\'e}ger - CSTJF , Laboratoire Bordelais de Recherche en Informatique - LaBRI , RUNTIME - INRIA Bordeaux - Sud-Ouest},
    booktitle = {{PDSEC - 14th IEEE International Workshop on Parallel and Distributed Scientific and Engineering Computing - 2013}},
    address = {Boston, {\'E}tats-Unis},
    audience = {internationale },
    year = {2013},
    month = May,
    pdf = {http://hal.inria.fr/hal-00858350/PDF/taggre\_pdsec\_2013.pdf},
    KEYWORDS = {On Applications;StarPU} 
    }
    


Year 2012

  1. Sylvain Henry, Alexandre Denis, and Denis Barthou. Programmation unifiée multi-accélérateur OpenCL. Techniques et Sciences Informatiques, (8-9-10):1233-1249, 2012. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @article{HenDenBar2012TSI,
    title = {{Programmation unifi{\'e}e multi-acc{\'e}l{\'e}rateur OpenCL}},
    author = {Sylvain Henry and Alexandre Denis and Denis Barthou},
    publisher = {Lavoisier},
    pages = {1233-1249},
    journal = {Techniques et Sciences Informatiques},
    number = {8-9-10 },
    year = {2012},
    url = {http://hal.inria.fr/hal-00772742},
    pdf = {http://hal.inria.fr/hal-00772742/document},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  2. Sidi Ahmed Mahmoudi, Pierre Manneback, Cédric Augonnet, and Samuel Thibault. Traitements d'Images sur Architectures Parallèles et Hétérogènes. Technique et Science Informatiques, 2012. [WWW] Keyword(s): On Applications, StarPU.
    @Article{MahManAugThi12TSI,
    author = {Sidi Ahmed Mahmoudi and Pierre Manneback and C\'edric Augonnet and Samuel Thibault},
    title = {Traitements d'Images sur Architectures Parall\`eles et H\'et\'erog\`enes },
    journal = {{Technique et Science Informatiques}},
    editor = {Lavoisier},
    year = 2012,
    url = {http://hal.inria.fr/hal-00714858/},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  3. Siegfried Benkner, Enes Bajrovic, Erich Marth, Martin Sandrieser, Raymond Namyst, and Samuel Thibault. High-Level Support for Pipeline Parallelism on Many-Core Architectures. In Europar - International European Conference on Parallel and Distributed Computing - 2012, Rhodes Island, Grèce, August 2012. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @inproceedings{ BenkBajMarSanNamThiEuroPar2012,
    hal_id = {hal-00697020},
    url = {http://hal.inria.fr/hal-00697020},
    title = {{High-Level Support for Pipeline Parallelism on Many-Core Architectures}},
    author = {Benkner, Siegfried and Bajrovic, Enes and Marth, Erich and Sandrieser, Martin and Namyst, Raymond and Thibault, Samuel},
    booktitle = {{Europar - International European Conference on Parallel and Distributed Computing - 2012}},
    address = {Rhodes Island, Gr{\`e}ce},
    audience = {internationale },
    year = {2012},
    month = AUG,
    pdf = {http://hal.inria.fr/hal-00697020/PDF/europar2012-submitted.pdf},
    keywords = {On Applications; StarPU} 
    }
    


  4. Christoph Kessler, Usman Dastgeer, Samuel Thibault, Raymond Namyst, Andrew Richards, Uwe Dolinsky, Siegfried Benkner, Jesper Larsson Träff, and Sabri Pllana. Programmability and Performance Portability Aspects of Heterogeneous Multi-/Manycore Systems. In Design, Automation and Test in Europe (DATE), Dresden, Allemagne, March 2012. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @inproceedings{kessler:hal-00776610,
    hal_id = {hal-00776610},
    url = {http://hal.inria.fr/hal-00776610},
    title = {{Programmability and Performance Portability Aspects of Heterogeneous Multi-/Manycore Systems}},
    author = {Kessler, Christoph and Dastgeer, Usman and Thibault, Samuel and Namyst, Raymond and Richards, Andrew and Dolinsky, Uwe and Benkner, Siegfried and Larsson Tr{\"a}ff, Jesper and Pllana, Sabri},
    language = {Anglais},
    affiliation = {PELAB - PELAB , Laboratoire Bordelais de Recherche en Informatique - LaBRI , RUNTIME - INRIA Bordeaux - Sud-Ouest , Codeplay Software , University of Vienna , Technical University of Vienna - TU WIEN},
    booktitle = {{Design, Automation and Test in Europe (DATE)}},
    address = {Dresden, Allemagne},
    audience = {internationale },
    year = {2012},
    month = Mar,
    pdf = {http://hal.inria.fr/hal-00776610/PDF/date12-paper.pdf},
    keywords = {On Applications; StarPU} 
    }
    


Year 2011

  1. Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Philippas Tsigas, Uwe Dolinsky, Cédric Augonnet, Beverly Bachmayer, Christoph Kessler, David Moloney, and Vitaly Osipov. PEPPHER: Efficient and Productive Usage of Hybrid Computing Systems. IEEE Micro, 31(5):28-41, September 2011. ISSN: 0272-1732. [WWW] [PDF] [doi:10.1109/MM.2011.67] Keyword(s): On Applications, StarPU.
    @article{ BenPllTraTsiDolAugBacKesMolOsi11IEEEMicro,
    author = {Siegfried Benkner and Sabri Pllana and Jesper Larsson Tr{\"a}ff and Philippas Tsigas and Uwe Dolinsky and C\'edric Augonnet and Beverly Bachmayer and Christoph Kessler and David Moloney and Vitaly Osipov},
    title = {{PEPPHER: Efficient and Productive Usage of Hybrid Computing Systems}},
    journal ={IEEE Micro},
    volume = {31},
    number = {5},
    issn = {0272-1732},
    year = {2011},
    pages = {28-41},
    doi = {10.1109/MM.2011.67},
    publisher = {IEEE Computer Society},
    address = {Los Alamitos, CA, USA},
    month = SEP,
    url = {http://hal.inria.fr/hal-00648480},
    pdf = {http://hal.inria.fr/hal-00648480/document},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  2. Emmanuel Agullo, Cédric Augonnet, Jack Dongarra, Mathieu Faverge, Julien Langou, Hatem Ltaief, and Stanimire Tomov. LU factorization for accelerator-based systems. In 9th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 11), Sharm El-Sheikh, Egypt, June 2011. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @InProceedings{AguAugDonFavLanLtaTomAICCSA11,
    author = {Emmanuel Agullo and C{\'e}dric Augonnet and Jack Dongarra and Mathieu Faverge and Julien Langou and Hatem Ltaief and Stanimire Tomov},
    title = {{LU} factorization for accelerator-based systems},
    booktitle = {9th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 11)},
    year = 2011,
    month = JUN,
    address = {Sharm El-Sheikh, Egypt},
    url = {http://hal.inria.fr/hal-00654193},
    pdf = {http://hal.inria.fr/hal-00654193/document},
    keywords = {On Applications; StarPU} 
    }
    


  3. Emmanuel Agullo, Cédric Augonnet, Jack Dongarra, Mathieu Faverge, Hatem Ltaief, Samuel Thibault, and Stanimire Tomov. QR Factorization on a Multicore Node Enhanced with Multiple GPU Accelerators. In 25th IEEE International Parallel & Distributed Processing Symposium (IEEE IPDPS 2011), Anchorage, Alaska, USA, May 2011. [WWW] [PDF] [doi:10.1109/IPDPS.2011.90] Keyword(s): On Applications, StarPU.
    @InProceedings{AguAugDonFavLtaThiTom11IPDPS,
    HAL_ID = {inria-00547614},
    author={Emmanuel Agullo and C{\'{e}}dric Augonnet and Jack Dongarra and Mathieu Faverge and Hatem Ltaief and Samuel Thibault and Stanimire Tomov},
    title = {{QR Factorization on a Multicore Node Enhanced with Multiple GPU Accelerators}},
    booktitle = {{25th IEEE International Parallel \& Distributed Processing Symposium (IEEE IPDPS 2011)}},
    ADDRESS={Anchorage, Alaska, USA},
    language = {{A}nglais},
    audience = {internationale },
    DAY=16,
    MONTH=MAY,
    YEAR=2011,
    doi = {10.1109/IPDPS.2011.90},
    URL = {http://hal.inria.fr/inria-00547614},
    pdf = {http://hal.inria.fr/inria-00547614/document},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  4. Usman Dastgeer, Christoph Kessler, and Samuel Thibault. Flexible runtime support for efficient skeleton programming on hybrid systems. In Proceedings of the International Conference on Parallel Computing (ParCo), Applications, Tools and Techniques on the Road to Exascale Computing, volume 22 of Advances of Parallel Computing, Gent, Belgium, pages 159-166, August 2011. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @InProceedings{ DasKesThi11ParCo,
    author = { Usman Dastgeer and Christoph Kessler and Samuel Thibault },
    title = { Flexible runtime support for efficient skeleton programming on hybrid systems },
    booktitle = {Proceedings of the International Conference on Parallel Computing (ParCo), Applications, Tools and Techniques on the Road to Exascale Computing},
    year = 2011,
    month = AUG,
    address = {Gent, Belgium},
    series = {Advances of Parallel Computing},
    pages = {159--166},
    volume = {22},
    url = {http://hal.inria.fr/inria-00606200/},
    pdf = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.699.6216&rep=rep1&type=pdf},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  5. Sylvain Henry. Programmation multi-accélérateurs unifiée en OpenCL. In 20èmes Rencontres Francophones du Parallélisme (RenPar'20), Saint Malo, France, May 2011. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @InProceedings{Hen11Renpar,
    author = {Sylvain Henry},
    title = {Programmation multi-acc{\'e}l{\'e}rateurs unifi{\'e}e en {OpenCL}},
    booktitle = {20{\`e}mes Rencontres Francophones du Parall{\'e}lisme (RenPar'20)},
    year = 2011,
    address = {Saint Malo, France},
    month = MAY,
    url = {http://hal.archives-ouvertes.fr/hal-00643257},
    pdf = {http://hal.archives-ouvertes.fr/hal-00643257/document},
    KEYWORDS = {On Applications;StarPU} 
    }
    


  6. Sidi Ahmed Mahmoudi, Pierre Manneback, Cédric Augonnet, and Samuel Thibault. Détection optimale des coins et contours dans des bases d'images volumineuses sur architectures multicoeurs hétérogènes. In 20èmes Rencontres Francophones du Parallélisme, Saint-Malo / France, May 2011. [WWW] Keyword(s): On Applications, StarPU.
    @InProceedings{MahManAugThi11Renpar20,
    author = {Sidi Ahmed Mahmoudi and Pierre Manneback and C{\'e}dric Augonnet and Samuel Thibault},
    title = {D{\'e}tection optimale des coins et contours dans des bases d'images volumineuses sur architectures multicoeurs h{\'e}t{\'e}rog{\`e}nes},
    booktitle = {20{\`e}mes Rencontres Francophones du Parall{\'e}lisme},
    year = 2011,
    month = MAY,
    address = {Saint-Malo / France},
    url = {http://hal.inria.fr/inria-00606195},
    KEYWORDS = {On Applications;StarPU} 
    }
    


Year 2010

  1. Emmanuel Agullo, Cédric Augonnet, Jack Dongarra, Hatem Ltaief, Raymond Namyst, Samuel Thibault, and Stanimire Tomov. A Hybridization Methodology for High-Performance Linear Algebra Software for GPUs. In Wen-mei W. Hwu, editor, GPU Computing Gems, volume 2. Morgan Kaufmann, September 2010. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @incollection{AguAugDonLtaNamThiTomGPUgems,
    HAL_ID = {inria-00547847},
    URL = {http://hal.inria.fr/inria-00547847/en/},
    title = { A {H}ybridization {M}ethodology for {H}igh-{P}erformance {L}inear {A}lgebra {S}oftware for {GPU}s},
    author = {{A}gullo, {E}mmanuel and {A}ugonnet, {C}{\'e}dric and {D}ongarra, {J}ack and {L}taief, {H}atem and {N}amyst, {R}aymond and {T}hibault, {S}amuel and {T}omov, {S}tanimire},
    language = {{A}nglais},
    booktitle = {{GPU} {C}omputing {G}ems },
    publisher = {{M}organ {K}aufmann },
    audience = {internationale },
    volume = {2 },
    editor = {{W}en-mei {W}. {H}wu },
    month = SEP,
    year = {2010},
    keywords = {On Applications; StarPU},
    URL = {http://hal.inria.fr/inria-00547847},
    pdf = {http://hal.inria.fr/inria-00547847/document},
    
    }
    


  2. Emmanuel Agullo, Cédric Augonnet, Jack Dongarra, Hatem Ltaief, Raymond Namyst, Jean Roman, Samuel Thibault, and Stanimire Tomov. Dynamically scheduled Cholesky factorization on multicore architectures with GPU accelerators. In Symposium on Application Accelerators in High Performance Computing (SAAHPC), Knoxville, USA, July 2010. [WWW] [PDF] Keyword(s): On Applications, StarPU.
    @inproceedings{AguAugDonLtaNamRomThiTom10SAAHPC,
    HAL_ID = {inria-00547616},
    URL = {http://hal.inria.fr/inria-00547616/en/},
    title = { {D}ynamically scheduled {C}holesky factorization on multicore architectures with {GPU} accelerators},
    author = {{A}gullo, {E}mmanuel and {A}ugonnet, {C}{\'e}dric and {D}ongarra, {J}ack and {L}taief, {H}atem and {N}amyst, {R}aymond and {R}oman, {J}ean and {T}hibault, {S}amuel and {T}omov, {S}tanimire},
    language = {{A}nglais},
    booktitle = {{S}ymposium on {A}pplication {A}ccelerators in {H}igh {P}erformance {C}omputing ({SAAHPC}) },
    address = {{K}noxville, USA },
    audience = {internationale },
    month = JUL,
    year = {2010},
    URL = {http://hal.inria.fr/inria-00547616},
    pdf = {http://hal.inria.fr/inria-00547616/document},
    keywords = {On Applications; StarPU},
    
    }
    








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