Olivier Beaumont

Jean-Alexandre Collin

Alberto Riccardo Martinelli

Mathieu Vérité

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

Towards EXtreme scale technologies and accelerators for euROhpc hw/Sw supercomputing applications for exascale: The TEXTAROSSA approach.

[BibT_eX]

[DOI]

Pier Stanislao Paolucci

Microprocess. Microsystems, November, 2022

Survey on Large Scale Neural Network Training.

[BibT_eX]

[DOI]

CoRR, 2022

I/O-Optimal Algorithms for Symmetric Linear Algebra Kernels.

[BibT_eX]

[DOI]

Proceedings of the SPAA '22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11, 2022

Symmetric Block-Cyclic Distribution: Fewer Communications Leads to Faster Dense Cholesky Factorization.

[BibT_eX]

[DOI]

Proceedings of the SC22: International Conference for High Performance Computing, 2022

MadPipe: Memory Aware Dynamic Programming Algorithm for Pipelined Model Parallelism.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Survey on Efficient Training of Large Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Scheduling on Two Types of Resources: A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2021

Efficient Combination of Rematerialization and Offloading for Training DNNs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Pipelined Model Parallelism: Complexity Results and Memory Considerations.

[BibT_eX]

[DOI]

Alberto Riccardo Martinelli

Proceedings of the Euro-Par 2021: Parallel Processing, 2021

TEXTAROSSA: Towards EXtreme scale Technologies and Accelerators for euROhpc hw/Sw Supercomputing Applications for exascale.

[BibT_eX]

[DOI]

Pier Stanislao Paolucci

Proceedings of the 24th Euromicro Conference on Digital System Design, 2021

READYS: A Reinforcement Learning Based Strategy for Heterogeneous Dynamic Scheduling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

Performance analysis and optimality results for data-locality aware tasks scheduling with replicated inputs.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

Geometric deep reinforcement learning for dynamic DAG scheduling.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2D Static Resource Allocation for Compressed Linear Algebra and Communication Constraints.

[BibT_eX]

[DOI]

Mathieu Vérité

Proceedings of the 27th IEEE International Conference on High Performance Computing, 2020

A Makespan Lower Bound for the Tiled Cholesky Factorization Based on ALAP Schedule.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

Optimal GPU-CPU Offloading Strategies for Deep Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

Approximation Algorithm for Estimating Distances in Distributed Virtual Environments.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

2019

Recent Advances in Matrix Partitioning for Parallel Computing on Heterogeneous Platforms.

[BibT_eX]

[DOI]

Alexey L. Lastovetsky

IEEE Trans. Parallel Distributed Syst., 2019

Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory.

[BibT_eX]

[DOI]

CoRR, 2019

Training on the Edge: The why and the how.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Influence of Tasks Duration Variability on Task-Based Runtime Schedulers.

[BibT_eX]

[DOI]

Yihong Gao

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Sizing and Partitioning Strategies for Burst-Buffers to Reduce IO Contention.

[BibT_eX]

[DOI]

Guillaume Aupy

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

2018

Fast approximation algorithms for task-based runtime systems.

[BibT_eX]

[DOI]

Suraj Kumar

Concurr. Comput. Pract. Exp., 2018

Data-Locality Aware Dynamic Schedulers for Independent Tasks with Replicated Inputs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

What Size Should Your Buffers to Disks be?

[BibT_eX]

[DOI]

Guillaume Aupy

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

2017

Approximation Proofs of a Fast and Efficient List Scheduling Algorithm for Task-Based Runtime Systems on Multicores and GPUs.

[BibT_eX]

[DOI]

Suraj Kumar

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

2016

Analyzing real cluster data for formulating allocation algorithms in cloud platforms.

[BibT_eX]

[DOI]

Juan Ángel Lorenzo del Castillo

Parallel Comput., 2016

A New Approximation Algorithm for Matrix Partitioning in Presence of Strongly Heterogeneous Processors.

[BibT_eX]

[DOI]

Thomas Lambert

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

Are Static Schedules so Bad? A Case Study on Cholesky Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

Scheduling of Linear Algebra Kernels on Multiple Heterogeneous Resources.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

Cuboid Partitioning for Parallel Matrix Multiplication on Heterogeneous Platforms.

[BibT_eX]

[DOI]

Thomas Lambert

Proceedings of the Euro-Par 2016: Parallel Processing, 2016

2015

Comparison of Static and Runtime Resource Allocation Strategies for Matrix Multiplication.

[BibT_eX]

[DOI]

Proceedings of the 27th International Symposium on Computer Architecture and High Performance Computing, 2015

Bridging the Gap between Performance and Bounds of Cholesky Factorization on Heterogeneous Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Allocating Jobs with Periodic Demand Variations.

[BibT_eX]

[DOI]

Ikbel Belaid

Juan Ángel Lorenzo del Castillo

Proceedings of the Euro-Par 2015: Parallel Processing, 2015

2014

Broadcasting on Large Scale Heterogeneous Platforms under the Bounded Multi-Port Model.

[BibT_eX]

[DOI]

Shailesh Kumar Agrawal

IEEE Trans. Parallel Distributed Syst., 2014

Analysis of dynamic scheduling strategies for matrix multiplication on heterogeneous platforms.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014

Efficient and robust allocation algorithms in clouds under memory constraints.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on High Performance Computing, 2014

2013

Heterogeneous Resource Allocation under Degree Constraints.

[BibT_eX]

[DOI]

Christopher Thraves Caro

Hejer Rejeb

IEEE Trans. Parallel Distributed Syst., 2013

Efficient and Robust Allocation Algorithms in Clouds under Memory Constraints.

[BibT_eX]

[DOI]

Paul Renaud-Goud

CoRR, 2013

Non Linear Divisible Loads: There is No Free Lunch.

[BibT_eX]

[DOI]

Hubert Larchevêque

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

Reliable Service Allocation in Clouds.

[BibT_eX]

[DOI]

Hubert Larchevêque

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

Approximation algorithms for energy minimization in Cloud service allocation under reliability constraints.

[BibT_eX]

[DOI]

Philippe Duchon

Paul Renaud-Goud

Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

Reliable Service Allocation in Clouds with Memory and Capacity Constraints.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2013: Parallel Processing Workshops, 2013

2012

Minimizing Weighted Mean Completion Time for Malleable Tasks Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

Mixed Data-Parallel Scheduling for Distributed Continuous Integration.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011

On Power-Law Distributed Balls in Bins and Its Applications to View Size Estimation.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Computation - 22nd International Symposium, 2011

Use of Internet Embedding Tools for Heterogeneous Resources Aggregation.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Modeling and Practical Evaluation of a Service Location Problem in Large Scale Networks.

[BibT_eX]

[DOI]

Nicolas Bonichon

Hubert Larchevêque

Proceedings of the International Conference on Parallel Processing, 2011

Broadcasting on Large Scale Heterogeneous Platforms with Connectivity Artifacts under the Bounded Multi-port Model.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

Using the Last-Mile Model as a Distributed Scheme for Available Bandwidth Prediction.

[BibT_eX]

[DOI]

Young J. Won

Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

Introduction.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

2010

Allocation of Clients to Multiple Servers on Large Scale Heterogeneous Platforms.

[BibT_eX]

[DOI]

Proceedings of the 18th Euromicro Conference on Parallel, 2010

On the importance of bandwidth control mechanisms for scheduling on large scale heterogeneous platforms.

[BibT_eX]

[DOI]

Hejer Rejeb

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Broadcasting on large scale heterogeneous platforms under the bounded multi-port model.

[BibT_eX]

[DOI]

Shailesh Kumar Agrawal

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Link-heterogeneity vs. node-heterogeneity in clusters.

[BibT_eX]

[DOI]

Arnold L. Rosenberg

Proceedings of the 2010 International Conference on High Performance Computing, 2010

2009

Steady-State Scheduling.

[BibT_eX]

[DOI]

Proceedings of the Introduction to Scheduling., 2009

2008

Centralized versus Distributed Schedulers for Bag-of-Tasks Applications.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2008

SPORT: An Algorithm for Divisible Load Scheduling with Result Collection on Heterogeneous Systems.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2008

Analysis of Divisible Load Scheduling with Result Collection on Heterogeneous Systems.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2008

Distributed Approximation Algorithm for Resource Clustering.

[BibT_eX]

[DOI]

Proceedings of the Structural Information and Communication Complexity, 2008

A Distributed Algorithm for Resource Clustering in Large Scale Platforms.

[BibT_eX]

[DOI]

Proceedings of the Principles of Distributed Systems, 12th International Conference, 2008

Divisible Load Scheduling with Result Collection on Heterogeneous Systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Heterogenous dating service with application to rumor spreading.

[BibT_eX]

[DOI]

Philippe Duchon

Miroslaw Korzeniowski

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Scheduling divisibleworkloads on heterogeneous platforms under bounded multi-port model.

[BibT_eX]

[DOI]

Nicolas Bonichon

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Scheduling Techniques for Effective System Reconfiguration in Distributed Storage Systems.

[BibT_eX]

[DOI]

Cyril Banino-Rokkones

Hejer Rejeb

Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

2007

Peer to Peer Multidimensional Overlays: Approximating Complex Structures.

[BibT_eX]

[DOI]

Anne-Marie Kermarrec

Etienne Rivière

Proceedings of the Principles of Distributed Systems, 11th International Conference, 2007

VoroNet: A scalable object network based on Voronoi tessellations.

[BibT_eX]

[DOI]

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Topic 3 Scheduling and Load-Balancing.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2007, 2007

Task Scheduling for Parallel Multifrontal Methods.

[BibT_eX]

[DOI]

Abdou Guermouche

Proceedings of the Euro-Par 2007, 2007

Message from the HeteroPar 2007 chair.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Cluster Computing, 2007

2006

Complexity Results for Collective Communications on Heterogeneous Platforms.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2006

FIFO scheduling of divisible loads with return messages under the one-port model.

[BibT_eX]

[DOI]

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Centralized versus distributed schedulers for multiple bag-of-task applications.

[BibT_eX]

[DOI]

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Master-Slave Tasking on Asymmetric Networks.

[BibT_eX]

[DOI]

Cyril Banino-Rokkones

Lasse Natvig

Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

2005

Pipelining Broadcasts on Heterogeneous Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2005

Scheduling Divisible Loads on Star and Tree Networks: Results and Open Problems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2005

Steady-state scheduling on heterogeneous clusters.

[BibT_eX]

[DOI]

Int. J. Found. Comput. Sci., 2005

Independent and Divisible Tasks Scheduling on Heterogeneous Star-shaped Platforms with Limited Memory.

[BibT_eX]

[DOI]

Proceedings of the 13th Euromicro Workshop on Parallel, 2005

Broadcast Trees for Heterogeneous Platforms.

[BibT_eX]

[DOI]

Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

Scheduling Divisible Loads with Return Messages on Heterogeneous Master-Worker Platforms.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2005

2004

Scheduling Strategies for Master-Slave Tasking on Heterogeneous Processor Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2004

Assessing the Impact and Limits of Steady-State Scheduling for Mixed Task and Data Parallelism on Heterogeneous Platforms.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Symposium on Parallel and Distributed Computing (ISPDC 2004), 2004

Steady-State Scheduling on Heterogeneous Clusters: Why and How?

[BibT_eX]

[DOI]

Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

Complexity Results and Heuristics for Pipelined Multicast Operations on Heterogeneous Platforms.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Parallel Processing (ICPP 2004), 2004

Master slave scheduling on heterogeneous star-shaped platforms with limited memory.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Cluster Computing (CLUSTER 2004), 2004

2003

The Master-Slave Paradigm with Heterogeneous Processors.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2003

Scheduling Strategies for Mixed Data and Task Parallelism on Heterogeneous Clusters.

[BibT_eX]

[DOI]

Parallel Process. Lett., 2003

Scheduling divisible workloads on heterogeneous platforms.

[BibT_eX]

[DOI]

Parallel Comput., 2003

Asymptotically Optimal Algorithm for Laplace Task Graphs on Heterogeneous Platforms.

[BibT_eX]

[DOI]

Pierre Ramet

Jean Roman

Proceedings of the Parallel Processing and Applied Mathematics, 2003

Scheduling strategies for mixed data and task parallelism on heterogeneous clusters and grids.

[BibT_eX]

[DOI]

Proceedings of the 11th Euromicro Workshop on Parallel, 2003

Optimal Algorithms for Scheduling Divisible Workloads on Heterogeneous Systems.

[BibT_eX]

[DOI]

Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

2002

Dense linear algebra kernels on heterogeneous platforms: Redistribution issues.

[BibT_eX]

[DOI]

Parallel Comput., 2002

Static Scheduling Strategies for Heterogeneous Systems.

[BibT_eX]

[DOI]

Comput. Artif. Intell., 2002

Partitioning a Square into Rectangles: NP-Completeness and Approximation Algorithms.

[BibT_eX]

[DOI]

Algorithmica, 2002

The Iso-Level Scheduling Heuristic for Heterogeneous Processors.

[BibT_eX]

[DOI]

Vincent Boudet

Proceedings of the 10th Euromicro Workshop on Parallel, 2002

Scheduling Strategies for Master-Slave Tasking on Heterogeneous Processor Grids.

[BibT_eX]

[DOI]

Proceedings of the Applied Parallel Computing Advanced Scientific Computing, 2002

Bandwidth-Centric Allocation of Independent Tasks on Heterogeneous Platforms.

[BibT_eX]

[DOI]

Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

A Realistic Model and an Efficient Heuristic for Scheduling with Heterogeneous Processors.

[BibT_eX]

[DOI]

Vincent Boudet

Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

2001

Matrix Multiplication on Heterogeneous Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2001

A Proposal for a Heterogeneous Cluster ScaLAPACK (Dense Linear Solvers).

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2001

Linear Interval Tolerance Problem and Linear Programming Techniques.

[BibT_eX]

[DOI]