StarPU

Publications List

On Scheduling

Year 2018

  1. Vinicius Garcia Pinto, Lucas Mello Schnorr, Luka Stanisic, Arnaud Legrand, Samuel Thibault, and Vincent Danjean. A Visual Performance Analysis Framework for Task-based Parallel Applications running on Hybrid Clusters. Concurrency and Computation: Practice and Experience, April 2018. [WWW] [PDF] [doi:10.1002/cpe.4472] Keyword(s): On Scheduling, Heterogeneous platforms, Cholesky, High-Performance Computing, Trace Visualization, Task-based applications.
    @article{garciapinto:hal-01616632,
    TITLE = {{A Visual Performance Analysis Framework for Task-based Parallel Applications running on Hybrid Clusters}},
    AUTHOR = {Garcia Pinto, Vinicius and Schnorr, Lucas Mello and Stanisic, Luka and Legrand, Arnaud and Thibault, Samuel and Danjean, Vincent},
    URL = {https://hal.inria.fr/hal-01616632},
    JOURNAL = {{Concurrency and Computation: Practice and Experience}},
    PUBLISHER = {{Wiley}},
    YEAR = {2018},
    MONTH = Apr,
    DOI = {10.1002/cpe.4472},
    KEYWORDS = {On Scheduling; Heterogeneous platforms ; Cholesky ; High-Performance Computing ; Trace Visualization ; Task-based applications},
    PDF = {https://hal.inria.fr/hal-01616632/file/CCPE_article_submitted_2018_02_06.pdf},
    HAL_ID = {hal-01616632},
    HAL_VERSION = {v2},
    
    }
    


  2. Vinicius Garcia Pinto, Lucas Mello Schnorr, Arnaud Legrand, Samuel Thibault, Luka Stanisic, and Vincent Danjean. Detecç ao de Anomalias de Desempenho em Aplicaç oes de Alto Desempenho baseadas em Tarefas em Clusters Hìbridos. In 17º Workshop em Desempenho de Sistemas Computacionais e de Comunicaç ao (WPerformance), Natal, Brazil, July 2018. [WWW] [PDF] Keyword(s): On Scheduling.
    @inproceedings{pinto:hal-01842038,
    TITLE = {{Detec{\c c}{\~ a}o de Anomalias de Desempenho em Aplica{\c c}{\~ o}es de Alto Desempenho baseadas em Tarefas em Clusters H{\'i}bridos}},
    AUTHOR = {Pinto, Vinicius Garcia and Mello Schnorr, Lucas and Legrand, Arnaud and Thibault, Samuel and Stanisic, Luka and Danjean, Vincent},
    URL = {https://hal.inria.fr/hal-01842038},
    BOOKTITLE = {{17º Workshop em Desempenho de Sistemas Computacionais e de Comunica{\c c}{\~ a}o (WPerformance)}},
    ADDRESS = {Natal, Brazil},
    YEAR = {2018},
    MONTH = Jul,
    KEYWORDS = {On Scheduling},
    PDF = {https://hal.inria.fr/hal-01842038/file/181587_1.pdf},
    HAL_ID = {hal-01842038},
    HAL_VERSION = {v1},
    
    }
    


Year 2017

  1. Suraj Kumar. Scheduling of Dense Linear Algebra Kernels on Heterogeneous Resources. PhD thesis, Université de Bordeaux, April 2017. [WWW] [PDF] Keyword(s): 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.
    @phdthesis{kumar:tel-01538516,
    TITLE = {{Scheduling of Dense Linear Algebra Kernels on Heterogeneous Resources}},
    AUTHOR = {Kumar, Suraj},
    URL = {https://tel.archives-ouvertes.fr/tel-01538516},
    NUMBER = {2017BORD0572},
    SCHOOL = {{Universit{\'e} de Bordeaux}},
    YEAR = {2017},
    MONTH = Apr,
    KEYWORDS = {On Scheduling; STARPU ; Runtime Systems ; Heterogeneous Platforms ; Task-based Scheduling ; Dynamic Schedulers ; Dense Linear Algebra ; Syst{\`e}mes d'ordonnancement dynamiques ; Plates-formes h{\'e}t{\'e}rog{\`e}nes ; Alg{\`e}bre lin{\'e}aire dense ; Ordonnancement dynamique ; Ordonnancement {\`a} base de graphe de t{\^a}ches},
    PDF = {https://tel.archives-ouvertes.fr/tel-01538516/file/KUMAR_SURAL_2017.pdf},
    HAL_ID = {tel-01538516},
    HAL_VERSION = {v1},
    
    }
    


  2. O. Beaumont, L. Eyraud-Dubois, and S. Kumar. Approximation Proofs of a Fast and Efficient List Scheduling Algorithm for Task-Based Runtime Systems on Multicores and GPUs. In 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS), pages 768-777, May 2017. [WWW] [PDF] [doi:10.1109/IPDPS.2017.71] Keyword(s): On Scheduling, STARPU, List scheduling, Approximation proofs, Runtime systems, Heterogeneous scheduling, Dense linear algebra.
    @INPROCEEDINGS{beaumont:hal-01386174,
    author={O. Beaumont and L. Eyraud-Dubois and S. Kumar},
    booktitle={2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
    title={Approximation Proofs of a Fast and Efficient List Scheduling Algorithm for Task-Based Runtime Systems on Multicores and GPUs},
    year={2017},
    volume={},
    number={},
    pages={768-777},
    doi={10.1109/IPDPS.2017.71},
    URL = {https://hal.inria.fr/hal-01386174},
    PDF = {https://hal.inria.fr/hal-01386174/file/heteroPrioApproxProofsRR.pdf},
    ISSN={},
    month={May} KEYWORDS = {On Scheduling; STARPU ; List scheduling ; Approximation proofs ; Runtime systems ; Heterogeneous scheduling ; Dense linear algebra},
    HAL_ID = {hal-01386174},
    HAL_VERSION = {v1},
    
    }
    


Year 2016

  1. Emmanuel Agullo, Olivier Beaumont, Lionel Eyraud-Dubois, and Suraj Kumar. Are Static Schedules so Bad ? A Case Study on Cholesky Factorization. In IPDPS'16, Proceedings of the 30th IEEE International Parallel & Distributed Processing Symposium, IPDPS'16, Chicago, IL, United States, May 2016. IEEE. [WWW] [PDF] Keyword(s): On Scheduling, Cholesky Factorization, Accelerators, Heterogeneous Systems, Runtime Systems, Scheduling, Unrelated Machines.
    @inproceedings{agullo:hal-01223573,
    TITLE = {{Are Static Schedules so Bad ? A Case Study on Cholesky Factorization}},
    AUTHOR = {Agullo, Emmanuel and Beaumont, Olivier and Eyraud-Dubois, Lionel and Kumar, Suraj},
    URL = {https://hal.inria.fr/hal-01223573},
    BOOKTITLE = {{IPDPS'16}},
    ADDRESS = {Chicago, IL, United States},
    PUBLISHER = {{IEEE}},
    SERIES = {Proceedings of the 30th IEEE International Parallel \& Distributed Processing Symposium, IPDPS'16},
    YEAR = {2016},
    MONTH = May,
    keywords = {On Scheduling; Cholesky Factorization ; Accelerators ; Heterogeneous Systems ; Runtime Systems; Scheduling ; Unrelated Machines},
    PDF = {https://hal.inria.fr/hal-01223573/file/heteroprioCameraReady-ieeeCompatiable.pdf},
    HAL_ID = {hal-01223573},
    HAL_VERSION = {v2},
    
    }
    


  2. Olivier Beaumont, Terry Cojean, Lionel Eyraud-Dubois, Abdou Guermouche, and Suraj Kumar. Scheduling of Linear Algebra Kernels on Multiple Heterogeneous Resources. In International Conference on High Performance Computing, Data, and Analytics (HiPC), Hyderabad, India, December 2016. [WWW] [PDF] Keyword(s): On Scheduling, STARPU, Scheduling, Linear Algebra, Heterogeneous Platforms, Task-based Scheduling, Cholesky Factorization, Simulation, Resource Aggregation.
    @inproceedings{beaumont:hal-01361992,
    TITLE = {{Scheduling of Linear Algebra Kernels on Multiple Heterogeneous Resources}},
    AUTHOR = {Beaumont, Olivier and Cojean, Terry and Eyraud-Dubois, Lionel and Guermouche, Abdou and Kumar, Suraj},
    URL = {https://hal.inria.fr/hal-01361992},
    BOOKTITLE = {{International Conference on High Performance Computing, Data, and Analytics (HiPC)}},
    ADDRESS = {Hyderabad, India},
    YEAR = {2016},
    MONTH = Dec,
    KEYWORDS = {On Scheduling; STARPU ; Scheduling ; Linear Algebra ; Heterogeneous Platforms ; Task-based Scheduling ; Cholesky Factorization ; Simulation ; Resource Aggregation},
    PDF = {https://hal.inria.fr/hal-01361992v2/document},
    HAL_ID = {hal-01361992},
    HAL_VERSION = {v1},
    
    }
    


  3. Terry Cojean, Abdou Guermouche, Andra Hugo, Raymond Namyst, and Pierre-André Wacrenier. Resource aggregation for task-based Cholesky Factorization on top of heterogeneous machines. In HeteroPar'2016 workshop of Euro-Par, Grenoble, France, August 2016. [WWW] [PDF] Keyword(s): On Scheduling, dense linear algebra, Cholesky, Multicore, accelerator, GPU, heterogeneous computing, task DAG, runtime system.
    @inproceedings{cojean:hal-01181135,
    TITLE = {{Resource aggregation for task-based Cholesky Factorization on top of heterogeneous machines}},
    AUTHOR = {Cojean, Terry and Guermouche, Abdou and Hugo, Andra and Namyst, Raymond and Wacrenier, Pierre-Andr{\'e}},
    URL = {https://hal.inria.fr/hal-01181135},
    BOOKTITLE = {{HeteroPar'2016 workshop of Euro-Par}},
    ADDRESS = {Grenoble, France},
    YEAR = {2016},
    MONTH = Aug,
    KEYWORDS = {On Scheduling;dense linear algebra ; Cholesky ; Multicore ; accelerator ; GPU ; heterogeneous computing ; task DAG ; runtime system},
    PDF = {https://hal.inria.fr/hal-01181135/file/papier%20%281%29.pdf},
    HAL_ID = {hal-01181135},
    HAL_VERSION = {v3},
    
    }
    


  4. Vinicius Garcia Pinto, Luka Stanisic, Arnaud Legrand, Lucas Mello Schnorr, Samuel Thibault, and Vincent Danjean. Analyzing Dynamic Task-Based Applications on Hybrid Platforms: An Agile Scripting Approach. In 3rd Workshop on Visual Performance Analysis (VPA), Salt Lake City, United States, November 2016. Note: Held in conjunction with SC16. [WWW] [PDF] Keyword(s): On Scheduling, STARPU.
    @inproceedings{garciapinto:hal-01353962,
    TITLE = {{Analyzing Dynamic Task-Based Applications on Hybrid Platforms: An Agile Scripting Approach}},
    AUTHOR = {Garcia Pinto, Vinicius and Stanisic, Luka and Legrand, Arnaud and Mello Schnorr, Lucas and Thibault, Samuel and Danjean, Vincent},
    URL = {https://hal.inria.fr/hal-01353962},
    NOTE = {Held in conjunction with SC16},
    BOOKTITLE = {{3rd Workshop on Visual Performance Analysis (VPA)}},
    ADDRESS = {Salt Lake City, United States},
    YEAR = {2016},
    MONTH = Nov,
    KEYWORDS = {On Scheduling; STARPU},
    PDF = {https://hal.inria.fr/hal-01353962/file/VPA_2016_paper_3.pdf},
    HAL_ID = {hal-01353962},
    HAL_VERSION = {v1},
    
    }
    


  5. Johan Janzén, David Black-Schaffer, and Andra Hugo. Partitioning GPUs for Improved Scalability. In IEEE 28th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), October 2016. [WWW] [doi:10.1109/SBAC-PAD.2016.14] Keyword(s): On Scheduling.
    @InProceedings{JaBlHU2016a,
    author = {Johan Janz{\'e}n and David Black-Schaffer and Andra Hugo},
    title = {{Partitioning GPUs for Improved Scalability}},
    booktitle = {IEEE 28th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)},
    year = 2016,
    KEYWORDS = {On Scheduling},
    DOI = {10.1109/SBAC-PAD.2016.14},
    URL = {http://ieeexplore.ieee.org/abstract/document/7789322/},
    month = Oct
    }
    


  6. Terry Cojean, Abdou Guermouche, Andra Hugo, Raymond Namyst, and Pierre-André Wacrenier. Resource aggregation for task-based Cholesky Factorization on top of modern architectures. Note: This paper is submitted for review to the Parallel Computing special issue for HCW and HeteroPar 16 workshops, November 2016. [WWW] [PDF] Keyword(s): Intel Xeon-Phi KNL, heterogeneous computing, GPU, accelerator, Multicore, dense linear algebra, task DAG, Cholesky factorization, runtime system, On Scheduling.
    @unpublished{cojean:hal-01409965,
    TITLE = {{Resource aggregation for task-based Cholesky Factorization on top of modern architectures}},
    AUTHOR = {Cojean, Terry and Guermouche, Abdou and Hugo, Andra and Namyst, Raymond and Wacrenier, Pierre-Andr{\'e}},
    URL = {https://hal.inria.fr/hal-01409965},
    NOTE = {This paper is submitted for review to the Parallel Computing special issue for HCW and HeteroPar 16 workshops},
    YEAR = {2016},
    MONTH = Nov,
    KEYWORDS = {Intel Xeon-Phi KNL ; heterogeneous computing ; GPU ; accelerator ; Multicore ; dense linear algebra ; task DAG ; Cholesky factorization ; runtime system},
    PDF = {https://hal.inria.fr/hal-01409965/file/submission.pdf},
    HAL_ID = {hal-01409965},
    HAL_VERSION = {v1},
    KEYWORDS = {On Scheduling},
    
    }
    


Year 2015

  1. Emmanuel Agullo, Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Suraj Kumar, Loris Marchal, and Samuel Thibault. Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms. In Heterogeneity in Computing Workshop 2015, Hyderabad, India, May 2015. [WWW] [PDF] Keyword(s): On Scheduling, StarPU, Simgrid, Dynamic Schedulers, Resource Allocation, Scheduling, Heterogeneous Resources, Dense Linear Algebra, Simulation, Cholesky Factorization.
    @inproceedings{agullo:hal-01120507,
    TITLE = {{Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms}},
    AUTHOR = {Agullo, Emmanuel and Beaumont, Olivier and Eyraud-Dubois, Lionel and Herrmann, Julien and Kumar, Suraj and Marchal, Loris and Thibault, Samuel},
    URL = {https://hal.inria.fr/hal-01120507},
    PDF = {https://hal.inria.fr/hal-01120507/document},
    BOOKTITLE = {{Heterogeneity in Computing Workshop 2015}},
    ADDRESS = {Hyderabad, India},
    YEAR = {2015},
    MONTH = May,
    HAL_ID = {hal-01120507},
    HAL_VERSION = {v1},
    KEYWORDS = {On Scheduling;StarPU; Simgrid; Dynamic Schedulers; Resource Allocation; Scheduling; Heterogeneous Resources; Dense Linear Algebra; Simulation; Cholesky Factorization} 
    }
    


Year 2014

  1. Marc Sergent and Simon Archipoff. Modulariser les ordonnanceurs de tâches : une approche structurelle. In Compas'2014, Neuchâtel, Suisse, April 2014. [WWW] [PDF] Keyword(s): On Scheduling, StarPU.
    @inproceedings{sergent:hal-00978364,
    hal_id = {hal-00978364},
    url = {http://hal.inria.fr/hal-00978364},
    title = {{Modulariser les ordonnanceurs de t{\^a}ches : une approche structurelle}},
    author = {Sergent, Marc and Archipoff, Simon},
    language = {Fran{\c c}ais},
    affiliation = {RUNTIME - INRIA Bordeaux - Sud-Ouest},
    booktitle = {{Compas'2014}},
    address = {Neuch{\^a}tel, Suisse},
    audience = {nationale },
    year = {2014},
    month = Apr,
    pdf = {http://hal.inria.fr/hal-00978364/PDF/ordonnanceurs\_modulaires.pdf},
    KEYWORDS = {On Scheduling;StarPU} 
    }
    








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Last modified: Sun Sep 9 17:51:28 2018
Author: samy.


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