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2020 – today
- 2025
 [c86]Olivier Beaumont [c86]Olivier Beaumont , Raphaël Bourgouin, Maxime Darrin, Loris Marchal , Raphaël Bourgouin, Maxime Darrin, Loris Marchal , Pablo Piantanida , Pablo Piantanida : :
 Leveraging Expert Usage to Speed up LLM Inference with Expert Parallelism. Euro-Par (1) 2025: 145-158
- 2024
 [j28]Shadi Ibrahim [j28]Shadi Ibrahim , Omer F. Rana , Omer F. Rana , Olivier Beaumont , Olivier Beaumont , Xiaowen Chu , Xiaowen Chu : :
 Serverless Computing. IEEE Internet Comput. 28(6): 5-7 (2024)
 [j27]Olivier Beaumont [j27]Olivier Beaumont , Lionel Eyraud-Dubois , Lionel Eyraud-Dubois , Julien Herrmann , Julien Herrmann , Alexis Joly , Alexis Joly , Alena Shilova , Alena Shilova : :
 Optimal Re-Materialization Strategies for Heterogeneous Chains: How to Train Deep Neural Networks with Limited Memory. ACM Trans. Math. Softw. 50(2): 10:1-10:38 (2024)
 [c85]Olivier Beaumont [c85]Olivier Beaumont , Rémi Bouzel, Lionel Eyraud-Dubois , Rémi Bouzel, Lionel Eyraud-Dubois , Esragul Korkmaz , Esragul Korkmaz , Laércio Lima Pilla , Laércio Lima Pilla , Alexandre van Kempen: , Alexandre van Kempen:
 A 1.25(1+ε )-Approximation Algorithm for Scheduling with Rejection Costs Proportional to Processing Times. Euro-Par (1) 2024: 225-238
 [c84]Olivier Beaumont [c84]Olivier Beaumont , Jean-François David , Jean-François David , Lionel Eyraud-Dubois , Lionel Eyraud-Dubois , Samuel Thibault , Samuel Thibault : :
 StarONNX: A Dynamic Scheduler for Low Latency and High Throughput Inference on Heterogeneous Resources. Euro-Par Workshops (1) 2024: 375-386
 [c83]Olivier Beaumont, Jean-François David, Lionel Eyraud-Dubois, Samuel Thibault: [c83]Olivier Beaumont, Jean-François David, Lionel Eyraud-Dubois, Samuel Thibault:
 Exploiting Processor Heterogeneity to Improve Throughput and Reduce Latency for Deep Neural Network Inference. SBAC-PAD 2024: 37-48
- 2023
 [c82]Xunyi Zhao, Théotime Le Hellard, Lionel Eyraud-Dubois, Julia Gusak, Olivier Beaumont: [c82]Xunyi Zhao, Théotime Le Hellard, Lionel Eyraud-Dubois, Julia Gusak, Olivier Beaumont:
 Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch. ICML 2023: 42018-42045
 [c81]Olivier Beaumont, Jean-Alexandre Collin, Lionel Eyraud-Dubois, Mathieu Vérité: [c81]Olivier Beaumont, Jean-Alexandre Collin, Lionel Eyraud-Dubois, Mathieu Vérité:
 Data Distribution Schemes for Dense Linear Algebra Factorizations on Any Number of Nodes. IPDPS 2023: 390-401
 [i10]Xunyi Zhao, Théotime Le Hellard, Lionel Eyraud, Julia Gusak, Olivier Beaumont: [i10]Xunyi Zhao, Théotime Le Hellard, Lionel Eyraud, Julia Gusak, Olivier Beaumont:
 Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch. CoRR abs/2307.01236 (2023)
- 2022
 [j26]Giovanni Agosta, Marco Aldinucci, Carlos Álvarez [j26]Giovanni Agosta, Marco Aldinucci, Carlos Álvarez , Roberto Ammendola, Yasir Arfat , Roberto Ammendola, Yasir Arfat , Olivier Beaumont, Massimo Bernaschi, Andrea Biagioni, Tommaso Boccali, Bérenger Bramas, Carlo Brandolese, Barbara Cantalupo, Mauro Carrozzo, Daniele Cattaneo, Alessandro Celestini , Olivier Beaumont, Massimo Bernaschi, Andrea Biagioni, Tommaso Boccali, Bérenger Bramas, Carlo Brandolese, Barbara Cantalupo, Mauro Carrozzo, Daniele Cattaneo, Alessandro Celestini , Massimo Celino, Iacopo Colonnelli , Massimo Celino, Iacopo Colonnelli , Paolo Cretaro, Pasqua D'Ambra , Paolo Cretaro, Pasqua D'Ambra , Marco Danelutto, Roberto Esposito , Marco Danelutto, Roberto Esposito , Lionel Eyraud-Dubois, Antonio Filgueras, William Fornaciari , Lionel Eyraud-Dubois, Antonio Filgueras, William Fornaciari , Ottorino Frezza, Andrea Galimberti , Ottorino Frezza, Andrea Galimberti , Francesco Giacomini , Francesco Giacomini , Brice Goglin, Daniele Gregori, Abdou Guermouche, Francesco Iannone, Michal Kulczewski, Francesca Lo Cicero, Alessandro Lonardo , Brice Goglin, Daniele Gregori, Abdou Guermouche, Francesco Iannone, Michal Kulczewski, Francesca Lo Cicero, Alessandro Lonardo , Alberto Riccardo Martinelli, Michele Martinelli, Xavier Martorell, Giuseppe Massari, Simone Montangero , Alberto Riccardo Martinelli, Michele Martinelli, Xavier Martorell, Giuseppe Massari, Simone Montangero , Gianluca Mittone, Raymond Namyst, Ariel Oleksiak, Paolo Palazzari , Gianluca Mittone, Raymond Namyst, Ariel Oleksiak, Paolo Palazzari , Pier Stanislao Paolucci , Pier Stanislao Paolucci , Federico Reghenzani , Federico Reghenzani , Cristian Rossi, Sergio Saponara , Cristian Rossi, Sergio Saponara , Francesco Simula , Francesco Simula , Federico Terraneo, Samuel Thibault, Massimo Torquati, Matteo Turisini , Federico Terraneo, Samuel Thibault, Massimo Torquati, Matteo Turisini , Piero Vicini , Piero Vicini , Miquel Vidal , Miquel Vidal , Davide Zoni, Giuseppe Zummo: , Davide Zoni, Giuseppe Zummo:
 Towards EXtreme scale technologies and accelerators for euROhpc hw/Sw supercomputing applications for exascale: The TEXTAROSSA approach. Microprocess. Microsystems 95: 104679 (2022)
 [c80]Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont: [c80]Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont:
 Survey on Efficient Training of Large Neural Networks. IJCAI 2022: 5494-5501
 [c79]Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova: [c79]Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova:
 MadPipe: Memory Aware Dynamic Programming Algorithm for Pipelined Model Parallelism. IPDPS Workshops 2022: 1063-1073
 [c78]Olivier Beaumont, Philippe Duchon, Lionel Eyraud-Dubois, Julien Langou [c78]Olivier Beaumont, Philippe Duchon, Lionel Eyraud-Dubois, Julien Langou , Mathieu Vérité: , Mathieu Vérité:
 Symmetric Block-Cyclic Distribution: Fewer Communications Leads to Faster Dense Cholesky Factorization. SC 2022: 29:1-29:15
 [c77]Olivier Beaumont, Lionel Eyraud-Dubois, Julien Langou [c77]Olivier Beaumont, Lionel Eyraud-Dubois, Julien Langou , Mathieu Vérité: , Mathieu Vérité:
 I/O-Optimal Algorithms for Symmetric Linear Algebra Kernels. SPAA 2022: 423-433
 [i9]Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vérité, Julien Langou: [i9]Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vérité, Julien Langou:
 I/O-Optimal Algorithms for Symmetric Linear Algebra Kernels. CoRR abs/2202.10217 (2022)
 [i8]Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleg Shlyazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont: [i8]Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleg Shlyazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont:
 Survey on Large Scale Neural Network Training. CoRR abs/2202.10435 (2022)
- 2021
 [j25]Olivier Beaumont [j25]Olivier Beaumont , Louis-Claude Canon, Lionel Eyraud-Dubois, Giorgio Lucarelli , Louis-Claude Canon, Lionel Eyraud-Dubois, Giorgio Lucarelli , Loris Marchal, Clément Mommessin, Bertrand Simon, Denis Trystram , Loris Marchal, Clément Mommessin, Bertrand Simon, Denis Trystram : :
 Scheduling on Two Types of Resources: A Survey. ACM Comput. Surv. 53(3): 56:1-56:36 (2021)
 [c76]Nathan Grinsztajn, Olivier Beaumont, Emmanuel Jeannot, Philippe Preux: [c76]Nathan Grinsztajn, Olivier Beaumont, Emmanuel Jeannot, Philippe Preux:
 READYS: A Reinforcement Learning Based Strategy for Heterogeneous Dynamic Scheduling. CLUSTER 2021: 70-81
 [c75]Giovanni Agosta, Daniele Cattaneo, William Fornaciari [c75]Giovanni Agosta, Daniele Cattaneo, William Fornaciari , Andrea Galimberti , Andrea Galimberti , Giuseppe Massari, Federico Reghenzani , Giuseppe Massari, Federico Reghenzani , Federico Terraneo, Davide Zoni, Carlo Brandolese, Massimo Celino, Francesco Iannone, Paolo Palazzari , Federico Terraneo, Davide Zoni, Carlo Brandolese, Massimo Celino, Francesco Iannone, Paolo Palazzari , Giuseppe Zummo , Giuseppe Zummo , Massimo Bernaschi, Pasqua D'Ambra , Massimo Bernaschi, Pasqua D'Ambra , Sergio Saponara , Sergio Saponara , Marco Danelutto, Massimo Torquati, Marco Aldinucci , Marco Danelutto, Massimo Torquati, Marco Aldinucci , Yasir Arfat , Yasir Arfat , Barbara Cantalupo, Iacopo Colonnelli , Barbara Cantalupo, Iacopo Colonnelli , Roberto Esposito , Roberto Esposito , Alberto Riccardo Martinelli, Gianluca Mittone, Olivier Beaumont, Bérenger Bramas, Lionel Eyraud-Dubois, Brice Goglin, Abdou Guermouche, Raymond Namyst, Samuel Thibault, Antonio Filgueras, Miquel Vidal , Alberto Riccardo Martinelli, Gianluca Mittone, Olivier Beaumont, Bérenger Bramas, Lionel Eyraud-Dubois, Brice Goglin, Abdou Guermouche, Raymond Namyst, Samuel Thibault, Antonio Filgueras, Miquel Vidal , Carlos Álvarez , Carlos Álvarez , Xavier Martorell, Ariel Oleksiak, Michal Kulczewski, Alessandro Lonardo , Xavier Martorell, Ariel Oleksiak, Michal Kulczewski, Alessandro Lonardo , Piero Vicini , Piero Vicini , Francesca Lo Cicero , Francesca Lo Cicero , Francesco Simula, Andrea Biagioni, Paolo Cretaro, Ottorino Frezza, Pier Stanislao Paolucci, Matteo Turisini , Francesco Simula, Andrea Biagioni, Paolo Cretaro, Ottorino Frezza, Pier Stanislao Paolucci, Matteo Turisini , Francesco Giacomini , Francesco Giacomini , Tommaso Boccali, Simone Montangero, Roberto Ammendola: , Tommaso Boccali, Simone Montangero, Roberto Ammendola:
 TEXTAROSSA: Towards EXtreme scale Technologies and Accelerators for euROhpc hw/Sw Supercomputing Applications for exascale. DSD 2021: 286-294
 [c74]Olivier Beaumont [c74]Olivier Beaumont , Lionel Eyraud-Dubois , Lionel Eyraud-Dubois , Alena Shilova , Alena Shilova : :
 Pipelined Model Parallelism: Complexity Results and Memory Considerations. Euro-Par 2021: 183-198
 [c73]Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova: [c73]Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova:
 Efficient Combination of Rematerialization and Offloading for Training DNNs. NeurIPS 2021: 23844-23857
- 2020
 [j24]Olivier Beaumont [j24]Olivier Beaumont , Thomas Lambert, Loris Marchal, Bastien Thomas: , Thomas Lambert, Loris Marchal, Bastien Thomas:
 Performance analysis and optimality results for data-locality aware tasks scheduling with replicated inputs. Future Gener. Comput. Syst. 111: 582-598 (2020)
 [c72]Olivier Beaumont [c72]Olivier Beaumont , Julien Langou , Julien Langou , Willy Quach , Willy Quach , Alena Shilova , Alena Shilova : :
 A Makespan Lower Bound for the Tiled Cholesky Factorization Based on ALAP Schedule. Euro-Par 2020: 134-150
 [c71]Olivier Beaumont [c71]Olivier Beaumont , Lionel Eyraud-Dubois , Lionel Eyraud-Dubois , Alena Shilova , Alena Shilova : :
 Optimal GPU-CPU Offloading Strategies for Deep Neural Network Training. Euro-Par 2020: 151-166
 [c70]Olivier Beaumont [c70]Olivier Beaumont , Tobias Castanet, Nicolas Hanusse, Corentin Travers: , Tobias Castanet, Nicolas Hanusse, Corentin Travers:
 Approximation Algorithm for Estimating Distances in Distributed Virtual Environments. Euro-Par 2020: 359-375
 [c69]Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vérité: [c69]Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vérité:
 2D Static Resource Allocation for Compressed Linear Algebra and Communication Constraints. HiPC 2020: 181-191
 [c68]Nathan Grinsztajn, Olivier Beaumont [c68]Nathan Grinsztajn, Olivier Beaumont , Emmanuel Jeannot, Philippe Preux: , Emmanuel Jeannot, Philippe Preux:
 Geometric deep reinforcement learning for dynamic DAG scheduling. SSCI 2020: 258-265
 [i7]Nathan Grinsztajn, Olivier Beaumont, Emmanuel Jeannot, Philippe Preux: [i7]Nathan Grinsztajn, Olivier Beaumont, Emmanuel Jeannot, Philippe Preux:
 Geometric Deep Reinforcement Learning for Dynamic DAG Scheduling. CoRR abs/2011.04333 (2020)
2010 – 2019
- 2019
 [j23]Olivier Beaumont [j23]Olivier Beaumont , Brett A. Becker , Brett A. Becker , Ashley M. DeFlumere, Lionel Eyraud-Dubois , Ashley M. DeFlumere, Lionel Eyraud-Dubois , Thomas Lambert, Alexey L. Lastovetsky , Thomas Lambert, Alexey L. Lastovetsky : :
 Recent Advances in Matrix Partitioning for Parallel Computing on Heterogeneous Platforms. IEEE Trans. Parallel Distributed Syst. 30(1): 218-229 (2019)
 [c67]Olivier Beaumont [c67]Olivier Beaumont , Lionel Eyraud-Dubois, Yihong Gao: , Lionel Eyraud-Dubois, Yihong Gao:
 Influence of Tasks Duration Variability on Task-Based Runtime Schedulers. IPDPS Workshops 2019: 16-25
 [c66]Guillaume Aupy, Olivier Beaumont [c66]Guillaume Aupy, Olivier Beaumont , Lionel Eyraud-Dubois: , Lionel Eyraud-Dubois:
 Sizing and Partitioning Strategies for Burst-Buffers to Reduce IO Contention. IPDPS 2019: 631-640
 [c65]Navjot Kukreja, Alena Shilova, Olivier Beaumont [c65]Navjot Kukreja, Alena Shilova, Olivier Beaumont , Jan Hückelheim, Nicola J. Ferrier , Jan Hückelheim, Nicola J. Ferrier , Paul D. Hovland, Gerard Gorman: , Paul D. Hovland, Gerard Gorman:
 Training on the Edge: The why and the how. IPDPS Workshops 2019: 899-903
 [i6]Navjot Kukreja, Alena Shilova, Olivier Beaumont, Jan Hückelheim, Nicola J. Ferrier, Paul D. Hovland, Gerard Gorman: [i6]Navjot Kukreja, Alena Shilova, Olivier Beaumont, Jan Hückelheim, Nicola J. Ferrier, Paul D. Hovland, Gerard Gorman:
 Training on the Edge: The why and the how. CoRR abs/1903.03051 (2019)
 [i5]Olivier Beaumont, Louis-Claude Canon, Lionel Eyraud-Dubois, Giorgio Lucarelli, Loris Marchal, Clément Mommessin, Bertrand Simon, Denis Trystram: [i5]Olivier Beaumont, Louis-Claude Canon, Lionel Eyraud-Dubois, Giorgio Lucarelli, Loris Marchal, Clément Mommessin, Bertrand Simon, Denis Trystram:
 Scheduling on Two Types of Resources: a Survey. CoRR abs/1909.11365 (2019)
 [i4]Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Alexis Joly, Alena Shilova: [i4]Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Alexis Joly, Alena Shilova:
 Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory. CoRR abs/1911.13214 (2019)
- 2018
 [j22]Olivier Beaumont [j22]Olivier Beaumont , Lionel Eyraud-Dubois , Lionel Eyraud-Dubois , Suraj Kumar: , Suraj Kumar:
 Fast approximation algorithms for task-based runtime systems. Concurr. Comput. Pract. Exp. 30(17) (2018)
 [c64]Guillaume Aupy, Olivier Beaumont [c64]Guillaume Aupy, Olivier Beaumont , Lionel Eyraud-Dubois: , Lionel Eyraud-Dubois:
 What Size Should Your Buffers to Disks be? IPDPS 2018: 660-669
 [c63]Olivier Beaumont [c63]Olivier Beaumont , Thomas Lambert, Loris Marchal, Bastien Thomas: , Thomas Lambert, Loris Marchal, Bastien Thomas:
 Data-Locality Aware Dynamic Schedulers for Independent Tasks with Replicated Inputs. IPDPS Workshops 2018: 1206-1213
- 2017
 [c62]Olivier Beaumont [c62]Olivier Beaumont , Lionel Eyraud-Dubois, Suraj Kumar: , Lionel Eyraud-Dubois, Suraj Kumar:
 Approximation Proofs of a Fast and Efficient List Scheduling Algorithm for Task-Based Runtime Systems on Multicores and GPUs. IPDPS 2017: 768-777
- 2016
 [j21]Olivier Beaumont [j21]Olivier Beaumont , Lionel Eyraud-Dubois, Juan Ángel Lorenzo del Castillo: , Lionel Eyraud-Dubois, Juan Ángel Lorenzo del Castillo:
 Analyzing real cluster data for formulating allocation algorithms in cloud platforms. Parallel Comput. 54: 83-96 (2016)
 [c61]Olivier Beaumont [c61]Olivier Beaumont , Lionel Eyraud-Dubois, Thomas Lambert: , Lionel Eyraud-Dubois, Thomas Lambert:
 Cuboid Partitioning for Parallel Matrix Multiplication on Heterogeneous Platforms. Euro-Par 2016: 171-182
 [c60]Olivier Beaumont [c60]Olivier Beaumont , Terry Cojean , Terry Cojean , Lionel Eyraud-Dubois, Abdou Guermouche, Suraj Kumar: , Lionel Eyraud-Dubois, Abdou Guermouche, Suraj Kumar:
 Scheduling of Linear Algebra Kernels on Multiple Heterogeneous Resources. HiPC 2016: 321-330
 [c59]Olivier Beaumont [c59]Olivier Beaumont , Lionel Eyraud-Dubois, Thomas Lambert: , Lionel Eyraud-Dubois, Thomas Lambert:
 A New Approximation Algorithm for Matrix Partitioning in Presence of Strongly Heterogeneous Processors. IPDPS 2016: 474-483
 [c58]Emmanuel Agullo, Olivier Beaumont [c58]Emmanuel Agullo, Olivier Beaumont , Lionel Eyraud-Dubois, Suraj Kumar: , Lionel Eyraud-Dubois, Suraj Kumar:
 Are Static Schedules so Bad? A Case Study on Cholesky Factorization. IPDPS 2016: 1021-1030
- 2015
 [c57]Olivier Beaumont [c57]Olivier Beaumont , Ikbel Belaid, Lionel Eyraud-Dubois, Juan Ángel Lorenzo del Castillo , Ikbel Belaid, Lionel Eyraud-Dubois, Juan Ángel Lorenzo del Castillo : :
 Allocating Jobs with Periodic Demand Variations. Euro-Par 2015: 147-158
 [c56]Emmanuel Agullo, Olivier Beaumont [c56]Emmanuel Agullo, Olivier Beaumont , Lionel Eyraud-Dubois, Julien Herrmann, Suraj Kumar, Loris Marchal , Lionel Eyraud-Dubois, Julien Herrmann, Suraj Kumar, Loris Marchal , Samuel Thibault: , Samuel Thibault:
 Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms. IPDPS Workshops 2015: 34-45
 [c55]Olivier Beaumont [c55]Olivier Beaumont , Lionel Eyraud-Dubois, Abdou Guermouche, Thomas Lambert: , Lionel Eyraud-Dubois, Abdou Guermouche, Thomas Lambert:
 Comparison of Static and Runtime Resource Allocation Strategies for Matrix Multiplication. SBAC-PAD 2015: 170-177
- 2014
 [j20]Olivier Beaumont [j20]Olivier Beaumont , Nicolas Bonichon, Lionel Eyraud-Dubois, Przemyslaw Uznanski , Nicolas Bonichon, Lionel Eyraud-Dubois, Przemyslaw Uznanski , Shailesh Kumar Agrawal: , Shailesh Kumar Agrawal:
 Broadcasting on Large Scale Heterogeneous Platforms under the Bounded Multi-Port Model. IEEE Trans. Parallel Distributed Syst. 25(10): 2520-2528 (2014)
 [c54]Olivier Beaumont [c54]Olivier Beaumont , Juan Angel Lorenzo, Lionel Eyraud-Dubois, Paul Renaud-Goud: , Juan Angel Lorenzo, Lionel Eyraud-Dubois, Paul Renaud-Goud:
 Efficient and robust allocation algorithms in clouds under memory constraints. HiPC 2014: 1-10
 [c53]Olivier Beaumont [c53]Olivier Beaumont , Loris Marchal , Loris Marchal : :
 Analysis of dynamic scheduling strategies for matrix multiplication on heterogeneous platforms. HPDC 2014: 141-152
 [c52]Olivier Beaumont [c52]Olivier Beaumont , Lionel Eyraud-Dubois, Juan Ángel Lorenzo del Castillo , Lionel Eyraud-Dubois, Juan Ángel Lorenzo del Castillo : :
 Analyzing Real Cluster Data for Formulating Allocation Algorithms in Cloud Platforms. SBAC-PAD 2014: 302-309
 [i3]Olivier Beaumont, Loris Marchal: [i3]Olivier Beaumont, Loris Marchal:
 Analysis of Dynamic Scheduling Strategies for Matrix Multiplication on Heterogeneous Platforms. CoRR abs/1404.3913 (2014)
- 2013
 [j19]Olivier Beaumont [j19]Olivier Beaumont , Lionel Eyraud-Dubois, Christopher Thraves Caro , Lionel Eyraud-Dubois, Christopher Thraves Caro , Hejer Rejeb: , Hejer Rejeb:
 Heterogeneous Resource Allocation under Degree Constraints. IEEE Trans. Parallel Distributed Syst. 24(5): 926-937 (2013)
 [c51]Olivier Beaumont [c51]Olivier Beaumont , Lionel Eyraud-Dubois, Pierre Pesneau, Paul Renaud-Goud: , Lionel Eyraud-Dubois, Pierre Pesneau, Paul Renaud-Goud:
 Reliable Service Allocation in Clouds with Memory and Capacity Constraints. Euro-Par Workshops 2013: 698-706
 [c50]Olivier Beaumont [c50]Olivier Beaumont , Philippe Duchon, Paul Renaud-Goud: , Philippe Duchon, Paul Renaud-Goud:
 Approximation algorithms for energy minimization in Cloud service allocation under reliability constraints. HiPC 2013: 295-304
 [c49]Olivier Beaumont [c49]Olivier Beaumont , Lionel Eyraud-Dubois, Hubert Larchevêque: , Lionel Eyraud-Dubois, Hubert Larchevêque:
 Reliable Service Allocation in Clouds. IPDPS 2013: 55-66
 [c48]Olivier Beaumont [c48]Olivier Beaumont , Hubert Larchevêque, Loris Marchal , Hubert Larchevêque, Loris Marchal : :
 Non Linear Divisible Loads: There is No Free Lunch. IPDPS 2013: 863-873
 [i2]Olivier Beaumont, Philippe Duchon, Paul Renaud-Goud: [i2]Olivier Beaumont, Philippe Duchon, Paul Renaud-Goud:
 Approximation Algorithms for Energy Minimization in Cloud Service Allocation under Reliability Constraints. CoRR abs/1302.4414 (2013)
 [i1]Olivier Beaumont, Lionel Eyraud-Dubois, Paul Renaud-Goud: [i1]Olivier Beaumont, Lionel Eyraud-Dubois, Paul Renaud-Goud:
 Efficient and Robust Allocation Algorithms in Clouds under Memory Constraints. CoRR abs/1310.5255 (2013)
- 2012
 [c47]Olivier Beaumont [c47]Olivier Beaumont , Nicolas Bonichon, Ludovic Courtès, Eelco Dolstra, Xavier Hanin: , Nicolas Bonichon, Ludovic Courtès, Eelco Dolstra, Xavier Hanin:
 Mixed Data-Parallel Scheduling for Distributed Continuous Integration. IPDPS Workshops 2012: 91-98
 [c46]Olivier Beaumont [c46]Olivier Beaumont , Nicolas Bonichon, Lionel Eyraud-Dubois, Loris Marchal , Nicolas Bonichon, Lionel Eyraud-Dubois, Loris Marchal : :
 Minimizing Weighted Mean Completion Time for Malleable Tasks Scheduling. IPDPS 2012: 273-284
- 2011
 [c45]Olivier Beaumont [c45]Olivier Beaumont , Lionel Eyraud-Dubois, Young J. Won: , Lionel Eyraud-Dubois, Young J. Won:
 Using the Last-Mile Model as a Distributed Scheme for Available Bandwidth Prediction. Euro-Par (1) 2011: 103-116
 [c44]Amitabha Bagchi, Olivier Beaumont [c44]Amitabha Bagchi, Olivier Beaumont , Pascal Felber , Pascal Felber , Alberto Montresor , Alberto Montresor : :
 Introduction. Euro-Par (1) 2011: 514-515
 [c43]Olivier Beaumont [c43]Olivier Beaumont , Nicolas Bonichon, Lionel Eyraud-Dubois, Przemyslaw Uznanski , Nicolas Bonichon, Lionel Eyraud-Dubois, Przemyslaw Uznanski : :
 Broadcasting on Large Scale Heterogeneous Platforms with Connectivity Artifacts under the Bounded Multi-port Model. ICPADS 2011: 173-180
 [c42]Olivier Beaumont [c42]Olivier Beaumont , Nicolas Bonichon, Hubert Larchevêque: , Nicolas Bonichon, Hubert Larchevêque:
 Modeling and Practical Evaluation of a Service Location Problem in Large Scale Networks. ICPP 2011: 482-491
 [c41]Olivier Beaumont [c41]Olivier Beaumont , Nicolas Bonichon, Philippe Duchon, Hubert Larchevêque: , Nicolas Bonichon, Philippe Duchon, Hubert Larchevêque:
 Use of Internet Embedding Tools for Heterogeneous Resources Aggregation. IPDPS Workshops 2011: 114-124
 [c40]Ioannis Atsonios, Olivier Beaumont [c40]Ioannis Atsonios, Olivier Beaumont , Nicolas Hanusse, Yusik Kim: , Nicolas Hanusse, Yusik Kim:
 On Power-Law Distributed Balls in Bins and Its Applications to View Size Estimation. ISAAC 2011: 504-513
- 2010
 [c39]Olivier Beaumont [c39]Olivier Beaumont , Arnold L. Rosenberg: , Arnold L. Rosenberg:
 Link-heterogeneity vs. node-heterogeneity in clusters. HiPC 2010: 1-8
 [c38]Olivier Beaumont [c38]Olivier Beaumont , Lionel Eyraud-Dubois, Shailesh Kumar Agrawal: , Lionel Eyraud-Dubois, Shailesh Kumar Agrawal:
 Broadcasting on large scale heterogeneous platforms under the bounded multi-port model. IPDPS 2010: 1-11
 [c37]Olivier Beaumont [c37]Olivier Beaumont , Hejer Rejeb: , Hejer Rejeb:
 On the importance of bandwidth control mechanisms for scheduling on large scale heterogeneous platforms. IPDPS 2010: 1-12
 [c36]Olivier Beaumont [c36]Olivier Beaumont , Lionel Eyraud-Dubois, Hejer Rejeb, Christopher Thraves , Lionel Eyraud-Dubois, Hejer Rejeb, Christopher Thraves : :
 Allocation of Clients to Multiple Servers on Large Scale Heterogeneous Platforms. PDP 2010: 3-10
2000 – 2009
- 2009
 [c35]Olivier Beaumont [c35]Olivier Beaumont , Lionel Eyraud-Dubois, Hejer Rejeb, Christopher Thraves , Lionel Eyraud-Dubois, Hejer Rejeb, Christopher Thraves : :
 Allocation of Clients to Multiple Servers on Large Scale Heterogeneous Platforms. ICPADS 2009: 142-149
 [p1]Olivier Beaumont, Loris Marchal [p1]Olivier Beaumont, Loris Marchal : :
 Steady-State Scheduling. Introduction to Scheduling 2009: 159-186
- 2008
 [j18]Abhay Ghatpande, Hidenori Nakazato, Olivier Beaumont [j18]Abhay Ghatpande, Hidenori Nakazato, Olivier Beaumont , Hiroshi Watanabe , Hiroshi Watanabe : :
 Analysis of Divisible Load Scheduling with Result Collection on Heterogeneous Systems. IEICE Trans. Commun. 91-B(7): 2234-2243 (2008)
 [j17]Abhay Ghatpande, Hidenori Nakazato, Olivier Beaumont [j17]Abhay Ghatpande, Hidenori Nakazato, Olivier Beaumont , Hiroshi Watanabe , Hiroshi Watanabe : :
 SPORT: An Algorithm for Divisible Load Scheduling with Result Collection on Heterogeneous Systems. IEICE Trans. Commun. 91-B(8): 2571-2588 (2008)
 [j16]Olivier Beaumont [j16]Olivier Beaumont , Larry Carter, Jeanne Ferrante, Arnaud Legrand, Loris Marchal , Larry Carter, Jeanne Ferrante, Arnaud Legrand, Loris Marchal , Yves Robert , Yves Robert : :
 Centralized versus Distributed Schedulers for Bag-of-Tasks Applications. IEEE Trans. Parallel Distributed Syst. 19(5): 698-709 (2008)
 [c34]Cyril Banino-Rokkones, Olivier Beaumont [c34]Cyril Banino-Rokkones, Olivier Beaumont , Hejer Rejeb: , Hejer Rejeb:
 Scheduling Techniques for Effective System Reconfiguration in Distributed Storage Systems. ICPADS 2008: 80-87
 [c33]Olivier Beaumont [c33]Olivier Beaumont , Nicolas Bonichon, Lionel Eyraud-Dubois: , Nicolas Bonichon, Lionel Eyraud-Dubois:
 Scheduling divisibleworkloads on heterogeneous platforms under bounded multi-port model. IPDPS 2008: 1-7
 [c32]Olivier Beaumont [c32]Olivier Beaumont , Philippe Duchon, Miroslaw Korzeniowski: , Philippe Duchon, Miroslaw Korzeniowski:
 Heterogenous dating service with application to rumor spreading. IPDPS 2008: 1-10
 [c31]Abhay Ghatpande, Hidenori Nakazato, Hiroshi Watanabe [c31]Abhay Ghatpande, Hidenori Nakazato, Hiroshi Watanabe , Olivier Beaumont , Olivier Beaumont : :
 Divisible Load Scheduling with Result Collection on Heterogeneous Systems. IPDPS 2008: 1-8
 [c30]Olivier Beaumont [c30]Olivier Beaumont , Nicolas Bonichon, Philippe Duchon, Lionel Eyraud-Dubois, Hubert Larchevêque: , Nicolas Bonichon, Philippe Duchon, Lionel Eyraud-Dubois, Hubert Larchevêque:
 A Distributed Algorithm for Resource Clustering in Large Scale Platforms. OPODIS 2008: 564-567
 [c29]Olivier Beaumont [c29]Olivier Beaumont , Nicolas Bonichon, Philippe Duchon, Hubert Larchevêque: , Nicolas Bonichon, Philippe Duchon, Hubert Larchevêque:
 Distributed Approximation Algorithm for Resource Clustering. SIROCCO 2008: 61-73
- 2007
 [c28]Olivier Beaumont [c28]Olivier Beaumont : :
 Message from the HeteroPar 2007 chair. CLUSTER 2007: 496
 [c27]Henri Casanova, Olivier Beaumont [c27]Henri Casanova, Olivier Beaumont , Uwe Schwiegelshohn, Marek S. Tudruj , Uwe Schwiegelshohn, Marek S. Tudruj : :
 Topic 3 Scheduling and Load-Balancing. Euro-Par 2007: 171
 [c26]Olivier Beaumont [c26]Olivier Beaumont , Abdou Guermouche: , Abdou Guermouche:
 Task Scheduling for Parallel Multifrontal Methods. Euro-Par 2007: 758-766
 [c25]Olivier Beaumont [c25]Olivier Beaumont , Anne-Marie Kermarrec, Loris Marchal , Anne-Marie Kermarrec, Loris Marchal , Etienne Rivière: , Etienne Rivière:
 VoroNet: A scalable object network based on Voronoi tessellations. IPDPS 2007: 1-10
 [c24]Olivier Beaumont [c24]Olivier Beaumont , Anne-Marie Kermarrec, Etienne Rivière: , Anne-Marie Kermarrec, Etienne Rivière:
 Peer to Peer Multidimensional Overlays: Approximating Complex Structures. OPODIS 2007: 315-328
- 2006
 [j15]Olivier Beaumont [j15]Olivier Beaumont , Loris Marchal , Loris Marchal , Yves Robert , Yves Robert : :
 Complexity Results for Collective Communications on Heterogeneous Platforms. Int. J. High Perform. Comput. Appl. 20(1): 5-17 (2006)
 [c23]Cyril Banino-Rokkones, Olivier Beaumont [c23]Cyril Banino-Rokkones, Olivier Beaumont , Lasse Natvig: , Lasse Natvig:
 Master-Slave Tasking on Asymmetric Networks. Euro-Par 2006: 167-176
 [c22]Olivier Beaumont [c22]Olivier Beaumont , Larry Carter, Jeanne Ferrante, Arnaud Legrand, Loris Marchal, Yves Robert , Larry Carter, Jeanne Ferrante, Arnaud Legrand, Loris Marchal, Yves Robert : :
 Centralized versus distributed schedulers for multiple bag-of-task applications. IPDPS 2006
 [c21]Olivier Beaumont [c21]Olivier Beaumont , Loris Marchal , Loris Marchal , Veronika Rehn, Yves Robert: , Veronika Rehn, Yves Robert:
 FIFO scheduling of divisible loads with return messages under the one-port model. IPDPS 2006
- 2005
 [j14]Olivier Beaumont [j14]Olivier Beaumont , Arnaud Legrand, Loris Marchal , Arnaud Legrand, Loris Marchal , Yves Robert , Yves Robert : :
 Steady-state scheduling on heterogeneous clusters. Int. J. Found. Comput. Sci. 16(2): 163-194 (2005)
 [j13]Olivier Beaumont [j13]Olivier Beaumont , Henri Casanova, Arnaud Legrand, Yves Robert , Henri Casanova, Arnaud Legrand, Yves Robert , Yang Yang: , Yang Yang:
 Scheduling Divisible Loads on Star and Tree Networks: Results and Open Problems. IEEE Trans. Parallel Distributed Syst. 16(3): 207-218 (2005)
 [j12]Olivier Beaumont [j12]Olivier Beaumont , Arnaud Legrand, Loris Marchal , Arnaud Legrand, Loris Marchal , Yves Robert , Yves Robert : :
 Pipelining Broadcasts on Heterogeneous Platforms. IEEE Trans. Parallel Distributed Syst. 16(4): 300-313 (2005)
 [c20]Olivier Beaumont [c20]Olivier Beaumont , Loris Marchal , Loris Marchal , Yves Robert , Yves Robert : :
 Scheduling Divisible Loads with Return Messages on Heterogeneous Master-Worker Platforms. HiPC 2005: 498-507
 [c19]Olivier Beaumont [c19]Olivier Beaumont , Loris Marchal, Yves Robert: , Loris Marchal, Yves Robert:
 Broadcast Trees for Heterogeneous Platforms. IPDPS 2005
 [c18]Olivier Beaumont [c18]Olivier Beaumont , Arnaud Legrand, Loris Marchal , Arnaud Legrand, Loris Marchal , Yves Robert , Yves Robert : :
 Independent and Divisible Tasks Scheduling on Heterogeneous Star-shaped Platforms with Limited Memory. PDP 2005: 179-186
- 2004
 [j11]Cyril Banino, Olivier Beaumont [j11]Cyril Banino, Olivier Beaumont , Larry Carter, Jeanne Ferrante, Arnaud Legrand, Yves Robert , Larry Carter, Jeanne Ferrante, Arnaud Legrand, Yves Robert : :
 Scheduling Strategies for Master-Slave Tasking on Heterogeneous Processor Platforms. IEEE Trans. Parallel Distributed Syst. 15(4): 319-330 (2004)
 [c17]Arnaud Legrand, Olivier Beaumont [c17]Arnaud Legrand, Olivier Beaumont , Loris Marchal , Loris Marchal , Yves Robert , Yves Robert : :
 Master slave scheduling on heterogeneous star-shaped platforms with limited memory. CLUSTER 2004: 489
 [c16]Olivier Beaumont [c16]Olivier Beaumont , Arnaud Legrand, Loris Marchal, Yves Robert , Arnaud Legrand, Loris Marchal, Yves Robert : :
 Complexity Results and Heuristics for Pipelined Multicast Operations on Heterogeneous Platforms. ICPP 2004: 267-274
 [c15]Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert: [c15]Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert:
 Pipelining Broadcasts on Heterogeneous Platforms. IPDPS 2004
 [c14]Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert: [c14]Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert:
 Steady-State Scheduling on Heterogeneous Clusters: Why and How? IPDPS 2004
 [c13]Olivier Beaumont [c13]Olivier Beaumont , Arnaud Legrand, Loris Marchal, Yves Robert , Arnaud Legrand, Loris Marchal, Yves Robert : :
 Assessing the Impact and Limits of Steady-State Scheduling for Mixed Task and Data Parallelism on Heterogeneous Platforms. ISPDC/HeteroPar 2004: 296-302
- 2003
 [j10]Olivier Beaumont [j10]Olivier Beaumont , Arnaud Legrand, Yves Robert , Arnaud Legrand, Yves Robert : :
 Scheduling divisible workloads on heterogeneous platforms. Parallel Comput. 29(9): 1121-1152 (2003)
 [j9]Olivier Beaumont [j9]Olivier Beaumont , Arnaud Legrand, Loris Marchal , Arnaud Legrand, Loris Marchal , Yves Robert , Yves Robert : :
 Scheduling Strategies for Mixed Data and Task Parallelism on Heterogeneous Clusters. Parallel Process. Lett. 13(2): 225-244 (2003)
 [j8]Olivier Beaumont [j8]Olivier Beaumont , Arnaud Legrand, Yves Robert , Arnaud Legrand, Yves Robert : :
 The Master-Slave Paradigm with Heterogeneous Processors. IEEE Trans. Parallel Distributed Syst. 14(9): 897-908 (2003)
 [c12]Olivier Beaumont [c12]Olivier Beaumont , Arnaud Legrand, Yves Robert , Arnaud Legrand, Yves Robert : :
 Optimal Algorithms for Scheduling Divisible Workloads on Heterogeneous Systems. IPDPS 2003: 98
 [c11]Olivier Beaumont [c11]Olivier Beaumont , Arnaud Legrand, Yves Robert , Arnaud Legrand, Yves Robert : :
 Scheduling strategies for mixed data and task parallelism on heterogeneous clusters and grids. PDP 2003: 209-
 [c10]Olivier Beaumont [c10]Olivier Beaumont , Pierre Ramet, Jean Roman: , Pierre Ramet, Jean Roman:
 Asymptotically Optimal Algorithm for Laplace Task Graphs on Heterogeneous Platforms. PPAM 2003: 880-887
- 2002
 [j7]Olivier Beaumont [j7]Olivier Beaumont , Vincent Boudet, Fabrice Rastello, Yves Robert , Vincent Boudet, Fabrice Rastello, Yves Robert : :
 Partitioning a Square into Rectangles: NP-Completeness and Approximation Algorithms. Algorithmica 34(3): 217-239 (2002)
 [j6]Olivier Beaumont, Arnaud Legrand, Yves Robert: [j6]Olivier Beaumont, Arnaud Legrand, Yves Robert:
 Static Scheduling Strategies for Heterogeneous Systems. Comput. Artif. Intell. 21(4) (2002)
 [j5]Olivier Beaumont [j5]Olivier Beaumont , Arnaud Legrand, Fabrice Rastello, Yves Robert , Arnaud Legrand, Fabrice Rastello, Yves Robert : :
 Dense linear algebra kernels on heterogeneous platforms: Redistribution issues. Parallel Comput. 28(2): 155-185 (2002)
 [c9]Olivier Beaumont [c9]Olivier Beaumont , Vincent Boudet, Yves Robert: , Vincent Boudet, Yves Robert:
 A Realistic Model and an Efficient Heuristic for Scheduling with Heterogeneous Processors. IPDPS 2002
 [c8]Olivier Beaumont [c8]Olivier Beaumont , Arnaud Legrand, Yves Robert , Arnaud Legrand, Yves Robert , Larry Carter, Jeanne Ferrante: , Larry Carter, Jeanne Ferrante:
 Bandwidth-Centric Allocation of Independent Tasks on Heterogeneous Platforms. IPDPS 2002
 [c7]Cyril Banino, Olivier Beaumont [c7]Cyril Banino, Olivier Beaumont , Arnaud Legrand, Yves Robert , Arnaud Legrand, Yves Robert : :
 Scheduling Strategies for Master-Slave Tasking on Heterogeneous Processor Grids. PARA 2002: 423-432
 [c6]Olivier Beaumont, Vincent Boudet, Yves Robert: [c6]Olivier Beaumont, Vincent Boudet, Yves Robert:
 The Iso-Level Scheduling Heuristic for Heterogeneous Processors. PDP 2002: 335-342
- 2001
 [j4]Olivier Beaumont [j4]Olivier Beaumont , Arnaud Legrand, Fabrice Rastello, Yves Robert , Arnaud Legrand, Fabrice Rastello, Yves Robert : :
 Static LU Decomposition on Heterogeneous Platforms. Int. J. High Perform. Comput. Appl. 15(3): 310-323 (2001)
 [j3]Olivier Beaumont [j3]Olivier Beaumont , Bernard Philippe: , Bernard Philippe:
 Linear Interval Tolerance Problem and Linear Programming Techniques. Reliab. Comput. 7(6): 433-447 (2001)
 [j2]Olivier Beaumont [j2]Olivier Beaumont , Vincent Boudet, Antoine Petitet, Fabrice Rastello, Yves Robert , Vincent Boudet, Antoine Petitet, Fabrice Rastello, Yves Robert : :
 A Proposal for a Heterogeneous Cluster ScaLAPACK (Dense Linear Solvers). IEEE Trans. Computers 50(10): 1052-1070 (2001)
 [j1]Olivier Beaumont [j1]Olivier Beaumont , Vincent Boudet, Fabrice Rastello, Yves Robert , Vincent Boudet, Fabrice Rastello, Yves Robert : :
 Matrix Multiplication on Heterogeneous Platforms. IEEE Trans. Parallel Distributed Syst. 12(10): 1033-1051 (2001)
 [c5]Olivier Beaumont, Arnaud Legrand, Yves Robert [c5]Olivier Beaumont, Arnaud Legrand, Yves Robert : :
 The Master-Slave Paradigm with Heterogeneous Processors. CLUSTER 2001: 419-426
 [c4]Olivier Beaumont [c4]Olivier Beaumont , Vincent Boudet, Arnaud Legrand, Fabrice Rastello, Yves Robert , Vincent Boudet, Arnaud Legrand, Fabrice Rastello, Yves Robert : :
 Heterogeneous Matrix-Matrix Multiplication or Partitioning a Square into Rectangles: NP-Completeness and Approximation Algorithms. PDP 2001: 298-305
- 2000
 [c3]Olivier Beaumont, Vincent Boudet, Arnaud Legrand, Fabrice Rastello, Yves Robert: [c3]Olivier Beaumont, Vincent Boudet, Arnaud Legrand, Fabrice Rastello, Yves Robert:
 Heterogeneity Considered Harmful to Algorithm Designers. CLUSTER 2000: 403-
 [c2]Olivier Beaumont [c2]Olivier Beaumont , Vincent Boudet, Fabrice Rastello, Yves Robert , Vincent Boudet, Fabrice Rastello, Yves Robert : :
 Matrix-Matrix Multiplication on Heterogeneous Platforms. ICPP 2000: 289-298
 [c1]Olivier Beaumont, Vincent Boudet, Fabrice Rastello, Yves Robert: [c1]Olivier Beaumont, Vincent Boudet, Fabrice Rastello, Yves Robert:
 Load Balancing Strategies for Dense Linear Algebra Kernels on Heterogeneous Two-Dimensional Grids. IPDPS 2000: 783-792
Coauthor Index
aka: Lionel Eyraud

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