Olivier Beaumont

ORCID

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 41

Top Venues

Publications

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)
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)
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 (2023)
Olivier Beaumont, Lionel Eyraud-Dubois, Julien Langou, Mathieu Vérité
I/O-Optimal Algorithms for Symmetric Linear Algebra Kernels. SPAA (2022)
Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vérité, Julien Langou
I/O-Optimal Algorithms for Symmetric Linear Algebra Kernels. CoRR (2022)
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)
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 (2022)
Giovanni Agosta, Marco Aldinucci, Carlos Álvarez, Roberto Ammendola, Yasir Arfat, Olivier Beaumont, Massimo Bernaschi, Andrea Biagioni, Tommaso Boccali, Bérenger Bramas, Carlo Brandolese, Barbara Cantalupo, Mauro Carrozzo, Daniele Cattaneo, Alessandro Celestini, Massimo Celino, Iacopo Colonnelli, Paolo Cretaro, Pasqua D'Ambra, Marco Danelutto, Roberto Esposito, Lionel Eyraud-Dubois, Antonio Filgueras, William Fornaciari, Ottorino Frezza, Andrea Galimberti, Francesco Giacomini, 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, Gianluca Mittone, Raymond Namyst, Ariel Oleksiak, Paolo Palazzari, Pier Stanislao Paolucci, Federico Reghenzani, Cristian Rossi, Sergio Saponara, Francesco Simula, Federico Terraneo, Samuel Thibault, Massimo Torquati, Matteo Turisini, Piero Vicini, Miquel Vidal, Davide Zoni, Giuseppe Zummo
Towards EXtreme scale technologies and accelerators for euROhpc hw/Sw supercomputing applications for exascale: The TEXTAROSSA approach. Microprocess. Microsystems 95 (2022)
Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova
MadPipe: Memory Aware Dynamic Programming Algorithm for Pipelined Model Parallelism. IPDPS Workshops (2022)
Olivier Beaumont, Philippe Duchon, Lionel Eyraud-Dubois, Julien Langou, Mathieu Vérité
Symmetric Block-Cyclic Distribution: Fewer Communications Leads to Faster Dense Cholesky Factorization. SC (2022)
Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova
Pipelined Model Parallelism: Complexity Results and Memory Considerations. Euro-Par (2021)
Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova
Efficient Combination of Rematerialization and Offloading for Training DNNs. NeurIPS (2021)
Giovanni Agosta, Daniele Cattaneo, William Fornaciari, Andrea Galimberti, Giuseppe Massari, Federico Reghenzani, Federico Terraneo, Davide Zoni, Carlo Brandolese, Massimo Celino, Francesco Iannone, Paolo Palazzari, Giuseppe Zummo, Massimo Bernaschi, Pasqua D'Ambra, Sergio Saponara, Marco Danelutto, Massimo Torquati, Marco Aldinucci, Yasir Arfat, Barbara Cantalupo, Iacopo Colonnelli, 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, Carlos Álvarez, Xavier Martorell, Ariel Oleksiak, Michal Kulczewski, Alessandro Lonardo, Piero Vicini, Francesca Lo Cicero, Francesco Simula, Andrea Biagioni, Paolo Cretaro, Ottorino Frezza, Pier Stanislao Paolucci, Matteo Turisini, Francesco Giacomini, Tommaso Boccali, Simone Montangero, Roberto Ammendola
TEXTAROSSA: Towards EXtreme scale Technologies and Accelerators for euROhpc hw/Sw Supercomputing Applications for exascale. DSD (2021)
Nathan Grinsztajn, Olivier Beaumont, Emmanuel Jeannot, Philippe Preux
READYS: A Reinforcement Learning Based Strategy for Heterogeneous Dynamic Scheduling. CLUSTER (2021)
Olivier Beaumont, 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 (2020)
Olivier Beaumont, Julien Langou, Willy Quach, Alena Shilova
A Makespan Lower Bound for the Tiled Cholesky Factorization Based on ALAP Schedule. Euro-Par (2020)
Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vérité
2D Static Resource Allocation for Compressed Linear Algebra and Communication Constraints. HiPC (2020)
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. ACM Comput. Surv. 53 (3) (2020)
Nathan Grinsztajn, Olivier Beaumont, Emmanuel Jeannot, Philippe Preux
Geometric deep reinforcement learning for dynamic DAG scheduling. SSCI (2020)
Olivier Beaumont, Tobias Castanet, Nicolas Hanusse, Corentin Travers
Approximation Algorithm for Estimating Distances in Distributed Virtual Environments. Euro-Par (2020)
Nathan Grinsztajn, Olivier Beaumont, Emmanuel Jeannot, Philippe Preux
Geometric Deep Reinforcement Learning for Dynamic DAG Scheduling. CoRR (2020)
Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova
Optimal GPU-CPU Offloading Strategies for Deep Neural Network Training. Euro-Par (2020)
Olivier Beaumont, Lionel Eyraud-Dubois, Yihong Gao
Influence of Tasks Duration Variability on Task-Based Runtime Schedulers. IPDPS Workshops (2019)
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 (2019)
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 (2019)
Olivier Beaumont, Brett A. Becker, Ashley M. DeFlumere, Lionel Eyraud-Dubois, Thomas Lambert, Alexey L. Lastovetsky
Recent Advances in Matrix Partitioning for Parallel Computing on Heterogeneous Platforms. IEEE Trans. Parallel Distributed Syst. 30 (1) (2019)
Guillaume Aupy, Olivier Beaumont, Lionel Eyraud-Dubois
Sizing and Partitioning Strategies for Burst-Buffers to Reduce IO Contention. IPDPS (2019)
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 (2019)
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. IPDPS Workshops (2019)
Guillaume Aupy, Olivier Beaumont, Lionel Eyraud-Dubois
What Size Should Your Buffers to Disks be? IPDPS (2018)
Olivier Beaumont, Lionel Eyraud-Dubois, Suraj Kumar
Fast approximation algorithms for task-based runtime systems. Concurr. Comput. Pract. Exp. 30 (17) (2018)
Olivier Beaumont, Thomas Lambert, Loris Marchal, Bastien Thomas
Data-Locality Aware Dynamic Schedulers for Independent Tasks with Replicated Inputs. IPDPS Workshops (2018)
Olivier Beaumont, 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)
Olivier Beaumont, Lionel Eyraud-Dubois, Juan Ángel Lorenzo del Castillo
Analyzing real cluster data for formulating allocation algorithms in cloud platforms. Parallel Comput. 54 (2016)
Olivier Beaumont, Lionel Eyraud-Dubois, Thomas Lambert
A New Approximation Algorithm for Matrix Partitioning in Presence of Strongly Heterogeneous Processors. IPDPS (2016)
Olivier Beaumont, Lionel Eyraud-Dubois, Thomas Lambert
Cuboid Partitioning for Parallel Matrix Multiplication on Heterogeneous Platforms. Euro-Par (2016)
Olivier Beaumont, Terry Cojean, Lionel Eyraud-Dubois, Abdou Guermouche, Suraj Kumar
Scheduling of Linear Algebra Kernels on Multiple Heterogeneous Resources. HiPC (2016)
Emmanuel Agullo, Olivier Beaumont, Lionel Eyraud-Dubois, Suraj Kumar
Are Static Schedules so Bad? A Case Study on Cholesky Factorization. IPDPS (2016)
Emmanuel Agullo, Olivier Beaumont, Lionel Eyraud-Dubois, Julien Herrmann, Suraj Kumar, Loris Marchal, Samuel Thibault
Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms. IPDPS Workshops (2015)
Olivier Beaumont, Ikbel Belaid, Lionel Eyraud-Dubois, Juan Ángel Lorenzo del Castillo
Allocating Jobs with Periodic Demand Variations. Euro-Par (2015)
Olivier Beaumont, Lionel Eyraud-Dubois, Abdou Guermouche, Thomas Lambert
Comparison of Static and Runtime Resource Allocation Strategies for Matrix Multiplication. SBAC-PAD (2015)
Olivier Beaumont, Lionel Eyraud-Dubois, Juan Ángel Lorenzo del Castillo
Analyzing Real Cluster Data for Formulating Allocation Algorithms in Cloud Platforms. SBAC-PAD (2014)
Olivier Beaumont, Loris Marchal
Analysis of dynamic scheduling strategies for matrix multiplication on heterogeneous platforms. HPDC (2014)
Olivier Beaumont, Nicolas Bonichon, Lionel Eyraud-Dubois, Przemyslaw Uznanski, Shailesh Kumar Agrawal
Broadcasting on Large Scale Heterogeneous Platforms under the Bounded Multi-Port Model. IEEE Trans. Parallel Distributed Syst. 25 (10) (2014)
Olivier Beaumont, Loris Marchal
Analysis of Dynamic Scheduling Strategies for Matrix Multiplication on Heterogeneous Platforms. CoRR (2014)
Olivier Beaumont, Juan Angel Lorenzo, Lionel Eyraud-Dubois, Paul Renaud-Goud
Efficient and robust allocation algorithms in clouds under memory constraints. HiPC (2014)
Olivier Beaumont, Lionel Eyraud-Dubois, Pierre Pesneau, Paul Renaud-Goud
Reliable Service Allocation in Clouds with Memory and Capacity Constraints. Euro-Par Workshops (2013)
Olivier Beaumont, Lionel Eyraud-Dubois, Paul Renaud-Goud
Efficient and Robust Allocation Algorithms in Clouds under Memory Constraints. CoRR (2013)
Olivier Beaumont, Lionel Eyraud-Dubois, Hubert Larchevêque
Reliable Service Allocation in Clouds. IPDPS (2013)
Olivier Beaumont, Hubert Larchevêque, Loris Marchal
Non Linear Divisible Loads: There is No Free Lunch. IPDPS (2013)
Olivier Beaumont, Philippe Duchon, Paul Renaud-Goud
Approximation Algorithms for Energy Minimization in Cloud Service Allocation under Reliability Constraints CoRR (2013)
Olivier Beaumont, Lionel Eyraud-Dubois, Christopher Thraves Caro, Hejer Rejeb
Heterogeneous Resource Allocation under Degree Constraints. IEEE Trans. Parallel Distributed Syst. 24 (5) (2013)
Olivier Beaumont, Philippe Duchon, Paul Renaud-Goud
Approximation algorithms for energy minimization in Cloud service allocation under reliability constraints. HiPC (2013)
Olivier Beaumont, Nicolas Bonichon, Lionel Eyraud-Dubois, Loris Marchal
Minimizing Weighted Mean Completion Time for Malleable Tasks Scheduling. IPDPS (2012)
Olivier Beaumont, Nicolas Bonichon, Ludovic Courtès, Eelco Dolstra, Xavier Hanin
Mixed Data-Parallel Scheduling for Distributed Continuous Integration. IPDPS Workshops (2012)
Olivier Beaumont, Lionel Eyraud-Dubois, Young J. Won
Using the Last-Mile Model as a Distributed Scheme for Available Bandwidth Prediction. Euro-Par (1) (2011)
Olivier Beaumont, Nicolas Bonichon, Hubert Larchevêque
Modeling and Practical Evaluation of a Service Location Problem in Large Scale Networks. ICPP (2011)
Amitabha Bagchi, Olivier Beaumont, Pascal Felber, Alberto Montresor
Introduction. Euro-Par (1) (2011)
Olivier Beaumont, Nicolas Bonichon, Lionel Eyraud-Dubois, Przemyslaw Uznanski
Broadcasting on Large Scale Heterogeneous Platforms with Connectivity Artifacts under the Bounded Multi-port Model. ICPADS (2011)
Ioannis Atsonios, Olivier Beaumont, Nicolas Hanusse, Yusik Kim
On Power-Law Distributed Balls in Bins and Its Applications to View Size Estimation. ISAAC (2011)
Olivier Beaumont, Nicolas Bonichon, Philippe Duchon, Hubert Larchevêque
Use of Internet Embedding Tools for Heterogeneous Resources Aggregation. IPDPS Workshops (2011)
Olivier Beaumont, Lionel Eyraud-Dubois, Shailesh Kumar Agrawal
Broadcasting on large scale heterogeneous platforms under the bounded multi-port model. IPDPS (2010)
Olivier Beaumont, Lionel Eyraud-Dubois, Hejer Rejeb, Christopher Thraves
Allocation of Clients to Multiple Servers on Large Scale Heterogeneous Platforms. PDP (2010)
Olivier Beaumont, Hejer Rejeb
On the importance of bandwidth control mechanisms for scheduling on large scale heterogeneous platforms. IPDPS (2010)
Olivier Beaumont, Arnold L. Rosenberg
Link-heterogeneity vs. node-heterogeneity in clusters. HiPC (2010)
Olivier Beaumont, Lionel Eyraud-Dubois, Hejer Rejeb, Christopher Thraves
Allocation of Clients to Multiple Servers on Large Scale Heterogeneous Platforms. ICPADS (2009)
Olivier Beaumont, Nicolas Bonichon, Philippe Duchon, Lionel Eyraud-Dubois, Hubert Larchevêque
A Distributed Algorithm for Resource Clustering in Large Scale Platforms. OPODIS (2008)
Olivier Beaumont, Nicolas Bonichon, Philippe Duchon, Hubert Larchevêque
Distributed Approximation Algorithm for Resource Clustering. SIROCCO (2008)
Olivier Beaumont, Philippe Duchon, Miroslaw Korzeniowski
Heterogenous dating service with application to rumor spreading. IPDPS (2008)
Olivier Beaumont, Nicolas Bonichon, Lionel Eyraud-Dubois
Scheduling divisibleworkloads on heterogeneous platforms under bounded multi-port model. IPDPS (2008)
Olivier Beaumont, Larry Carter, Jeanne Ferrante, Arnaud Legrand, Loris Marchal, Yves Robert
Centralized versus Distributed Schedulers for Bag-of-Tasks Applications. IEEE Trans. Parallel Distributed Syst. 19 (5) (2008)
Cyril Banino-Rokkones, Olivier Beaumont, Hejer Rejeb
Scheduling Techniques for Effective System Reconfiguration in Distributed Storage Systems. ICPADS (2008)
Abhay Ghatpande, Hidenori Nakazato, Olivier Beaumont, Hiroshi Watanabe
Analysis of Divisible Load Scheduling with Result Collection on Heterogeneous Systems. IEICE Trans. Commun. (7) (2008)
Abhay Ghatpande, Hidenori Nakazato, Hiroshi Watanabe, Olivier Beaumont
Divisible Load Scheduling with Result Collection on Heterogeneous Systems. IPDPS (2008)
Abhay Ghatpande, Hidenori Nakazato, Olivier Beaumont, Hiroshi Watanabe
SPORT: An Algorithm for Divisible Load Scheduling with Result Collection on Heterogeneous Systems. IEICE Trans. Commun. (8) (2008)
Olivier Beaumont, Anne-Marie Kermarrec, Etienne Riviere
Peer to Peer Multidimensional Overlays: Approximating Complex Structures. OPODIS (2007)
Olivier Beaumont, Anne-Marie Kermarrec, Loris Marchal, Etienne Riviere
VoroNet: A scalable object network based on Voronoi tessellations. IPDPS (2007)
Olivier Beaumont, Abdou Guermouche
Task Scheduling for Parallel Multifrontal Methods. Euro-Par (2007)
Olivier Beaumont
Message from the HeteroPar 2007 chair. CLUSTER (2007)
Henri Casanova, Olivier Beaumont, Uwe Schwiegelshohn, Marek Tudruj
Topic 3 Scheduling and Load-Balancing. Euro-Par (2007)
Olivier Beaumont, Larry Carter, Jeanne Ferrante, Arnaud Legrand, Loris Marchal, Yves Robert
Centralized versus distributed schedulers for multiple bag-of-task applications. IPDPS (2006)
Olivier Beaumont, Loris Marchal, Veronika Rehn, Yves Robert
FIFO scheduling of divisible loads with return messages under the one-port model. IPDPS (2006)
Cyril Banino-Rokkones, Olivier Beaumont, Lasse Natvig
Master-Slave Tasking on Asymmetric Networks. Euro-Par (2006)
Olivier Beaumont, Loris Marchal, Yves Robert
Complexity Results for Collective Communications on Heterogeneous Platforms. Int. J. High Perform. Comput. Appl. 20 (1) (2006)
Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert
Steady-state scheduling on heterogeneous clusters. Int. J. Found. Comput. Sci. 16 (2) (2005)
Olivier Beaumont, Loris Marchal, Yves Robert
Scheduling Divisible Loads with Return Messages on Heterogeneous Master-Worker Platforms. HiPC (2005)
Olivier Beaumont, Henri Casanova, Arnaud Legrand, Yves Robert, Yang Yang
Scheduling Divisible Loads on Star and Tree Networks: Results and Open Problems. IEEE Trans. Parallel Distributed Syst. 16 (3) (2005)
Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert
Pipelining Broadcasts on Heterogeneous Platforms. IEEE Trans. Parallel Distributed Syst. 16 (4) (2005)
Olivier Beaumont, Loris Marchal, Yves Robert
Broadcast Trees for Heterogeneous Platforms. IPDPS (2005)
Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert
Independent and Divisible Tasks Scheduling on Heterogeneous Star-shaped Platforms with Limited Memory. PDP (2005)
Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert
Steady-State Scheduling on Heterogeneous Clusters: Why and How? IPDPS (2004)
Arnaud Legrand, Olivier Beaumont, Loris Marchal, Yves Robert
Master slave scheduling on heterogeneous star-shaped platforms with limited memory. CLUSTER (2004)
Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert
Complexity Results and Heuristics for Pipelined Multicast Operations on Heterogeneous Platforms. ICPP (2004)
Olivier Beaumont, 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)
Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert
Pipelining Broadcasts on Heterogeneous Platforms. IPDPS (2004)
Cyril Banino, Olivier Beaumont, 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) (2004)
Olivier Beaumont, Arnaud Legrand, Yves Robert
Optimal Algorithms for Scheduling Divisible Workloads on Heterogeneous Systems. IPDPS (2003)
Olivier Beaumont, Arnaud Legrand, Yves Robert
The Master-Slave Paradigm with Heterogeneous Processors. IEEE Trans. Parallel Distributed Syst. 14 (9) (2003)
Olivier Beaumont, Arnaud Legrand, Loris Marchal, Yves Robert
Scheduling Strategies for Mixed Data and Task Parallelism on Heterogeneous Clusters. Parallel Process. Lett. 13 (2) (2003)
Olivier Beaumont, Pierre Ramet, Jean Roman
Asymptotically Optimal Algorithm for Laplace Task Graphs on Heterogeneous Platforms. PPAM (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Olivier Beaumont