Serge G. Petiton

According to our database, Serge G. Petiton authored at least 79 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Graph structure and homophily for label propagation in Graph Neural Networks.

Maxence Vandromme, Serge G. Petiton

Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023

2022

Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images.

Pierrick Pochelu, Clara Erard, Philippe Cordier, Serge G. Petiton, Bruno Conche

CoRR, 2022

Efficient Parallel PageRank Algorithm for Network Analysis.

Maxence Vandromme, Serge G. Petiton

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

Scaling the PageRank Algorithm for Very Large Graphs on the Fugaku Supercomputer.

Maxence Vandromme, Jérôme Gurhem, Miwako Tsuji, Serge G. Petiton, Mitsuhisa Sato

Proceedings of the Computational Science - ICCS 2022, 2022

A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters.

Pierrick Pochelu, Serge G. Petiton, Bruno Conche

Proceedings of the HPC Asia 2022: International Conference on High Performance Computing in Asia-Pacific Region, Virtual Event, Japan, January 12, 2022

Distributed Ensembles of Reinforcement Learning Agents for Electricity Control.

Pierrick Pochelu, Bruno Conche, Serge G. Petiton

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

Enhancing Graph Convolutional Networks by Topology Sampling.

Quentin R. Petit, Chong Li, Serge G. Petiton, Kelun Chai, Nahid Emad

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Parallel and Distributed Task-Based Kirchhoff Seismic Pre-Stack Depth Migration Application.

Jérôme Gurhem, Henri Calandra, Serge G. Petiton

Proceedings of the 20th International Symposium on Parallel and Distributed Computing, 2021

Sequences of Sparse Matrix-Vector Multiplication on Fugaku's A64FX processors.

Jérôme Gurhem, Maxence Vandromme, Miwako Tsuji, Serge G. Petiton, Mitsuhisa Sato

Proceedings of the IEEE International Conference on Cluster Computing, 2021

An efficient and flexible inference system for serving heterogeneous ensembles of deep neural networks.

Pierrick Pochelu, Serge G. Petiton, Bruno Conche

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Multi-SPMD Programming Model with YML and XcalableMP.

Miwako Tsuji, Hitoshi Murai, Taisuke Boku, Mitsuhisa Sato, Serge G. Petiton, Nahid Emad, Thomas Dufaud, Joachim Protze, Christian Terboven, Matthias S. Müller

Proceedings of the XcalableMP PGAS Programming Language, 2021

2020

MYX: Runtime Correctness Analysis for Multi-Level Parallel Programming Paradigms.

Joachim Protze, Miwako Tsuji, Christian Terboven, Thomas Dufaud, Hitoshi Murai, Serge G. Petiton, Nahid Emad, Matthias S. Müller, Taisuke Boku

Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020

A parallel generator of non-Hermitian matrices computed from given spectra.

Xinzhe Wu, Serge G. Petiton, Yutong Lu

Concurr. Comput. Pract. Exp., 2020

A Current Task-Based Programming Paradigms Analysis.

Jérôme Gurhem, Serge G. Petiton

Proceedings of the Computational Science - ICCS 2020, 2020

2019

A distributed and parallel asynchronous unite and conquer method to solve large scale non-Hermitian linear systems with multiple right-hand sides.

Xinzhe Wu, Serge G. Petiton

Parallel Comput., 2019

Distributed and Parallel Programming Paradigms on the K computer and a Cluster.

Jérôme Gurhem, Miwako Tsuji, Serge G. Petiton, Mitsuhisa Sato

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2019

2018

A Distributed and Parallel Asynchronous Unite and Conquer Method to Solve Large Scale Non-Hermitian Linear Systems.

Xinzhe Wu, Serge G. Petiton

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2018

2017

Runtime Correctness Checking for Emerging Programming Paradigms.

Joachim Protze, Christian Terboven, Matthias S. Müller, Serge G. Petiton, Nahid Emad, Hitoshi Murai, Taisuke Boku

Proceedings of the First International Workshop on Software Correctness for HPC Applications, 2017

Parallel jaccard and related graph clustering techniques.

Alexandre Fender, Nahid Emad, Serge G. Petiton, Joe Eaton, Maxim Naumov

Proceedings of the 8th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2017

Parallel Modularity Clustering.

Alexandre Fender, Nahid Emad, Serge G. Petiton, Maxim Naumov

Proceedings of the International Conference on Computational Science, 2017

2016

Unite and conquer approach for high scale numerical computing.

Nahid Emad, Serge G. Petiton

J. Comput. Sci., 2016

Accelerated Hybrid Approach for Spectral Problems Arising in Graph Analytics.

Alexandre Fender, Nahid Emad, Joe Eaton, Serge G. Petiton

Proceedings of the International Conference on Computational Science 2016, 2016

2015

Fault tolerance features of a new multi-SPMD programming/execution environment.

Miwako Tsuji, Serge G. Petiton, Mitsuhisa Sato

Proceedings of the First International Workshop on Extreme Scale Programming Models and Middleware, 2015

An Efficient Task-Based Execution Model for Stochastic Linear Solver on Multi-core and Many-Core Systems.

Fan Ye, Christophe Calvin, Serge G. Petiton

Proceedings of the 18th IEEE International Conference on Computational Science and Engineering, 2015

A TSQR Based Krylov Basis Computation Method on Hybrid GPU Cluster.

Langshi Chen, Serge G. Petiton

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2014

A Study of SpMV Implementation Using MPI and OpenMP on Intel Many-Core Architecture.

Fan Ye, Christophe Calvin, Serge G. Petiton

Proceedings of the High Performance Computing for Computational Science - VECPAR 2014 - 11th International Conference, Eugene, OR, USA, June 30, 2014

A Communication Optimization Scheme for Basis Computation of Krylov Subspace Methods on Multi-GPUs.

Langshi Chen, Serge G. Petiton, Leroy Anthony Drummond, Maxime R. Hugues

Proceedings of the High Performance Computing for Computational Science - VECPAR 2014 - 11th International Conference, Eugene, OR, USA, June 30, 2014

Toward Restarting Strategies Tuning for a Krylov Eigenvalue Solver.

France Boillod-Cerneux, Serge G. Petiton, Christophe Calvin, Leroy Anthony Drummond

Proceedings of the High Performance Computing for Computational Science - VECPAR 2014 - 11th International Conference, Eugene, OR, USA, June 30, 2014

2013

Cryptographic Cloud Storage with Public Verifiability: Ensuring Data Security of the YML Framework.

Xin Lv, Feng Xu, Serge G. Petiton

Intell. Autom. Soft Comput., 2013

Multiple-SPMD Programming Environment Based on PGAS and Workflow toward Post-petascale Computing.

Miwako Tsuji, Mitsuhisa Sato, Maxime R. Hugues, Serge G. Petiton

Proceedings of the 42nd International Conference on Parallel Processing, 2013

The Exploration of Pervasive and Fine-Grained Parallel Model Applied on Intel Xeon Phi Coprocessor.

Christophe Calvin, Fan Ye, Serge G. Petiton

Proceedings of the Eighth International Conference on P2P, 2013

2012

A Smart Tuning Strategy for Restart Frequency of GMRES(<i>m</i>) with Hierarchical Cache Sizes.

Takahiro Katagiri, Pierre-Yves Aquilanti, Serge G. Petiton

Proceedings of the High Performance Computing for Computational Science, 2012

2011

Accelerating the Explicitly Restarted Arnoldi Method with GPUs Using an Autotuned Matrix Vector Product.

Jérôme Dubois, Christophe Calvin, Serge G. Petiton

SIAM J. Sci. Comput., 2011

ASIODS - An Asynchronous and Smart I/O Delegation System.

Maxime R. Hugues, Michael Moretti, Serge G. Petiton, Henri Calandra

Proceedings of the International Conference on Computational Science, 2011

Improving Scalability Using Hybrid Asynchronous Methods For Non-Hermitian Eigenproblems.

Jérôme Dubois, Christophe Calvin, Serge G. Petiton

Proceedings of the International Conference on Computational Science, 2011

Parallel GMRES Incomplete Orthogonalization Auto-Tuning.

Pierre-Yves Aquilanti, Serge G. Petiton, Henri Calandra

Proceedings of the International Conference on Computational Science, 2011

2010

YML-PC: A Reference Architecture Based on Workflow for Building Scientific Private Clouds.

Ling Shang, Serge G. Petiton, Nahid Emad, Xiaolin Yang

Proceedings of the Cloud Computing, Principles, Systems and Applications, 2010

A grid-based programming approach for distributed linear algebra applications.

Lamine M. Aouad, Serge G. Petiton

Multiagent Grid Syst., 2010

A Fine-grained Task Based Parallel Programming Paradigm of Gauss-Jordan Algorithm.

Ling Shang, Maxime R. Hugues, Serge G. Petiton

J. Comput., 2010

Performance and Numerical Accuracy Evaluation of Heterogeneous Multicore Systems for Krylov Orthogonal Basis Computation.

Jérôme Dubois, Christophe Calvin, Serge G. Petiton

Proceedings of the High Performance Computing for Computational Science - VECPAR 2010, 2010

Sparse Matrix Formats Evaluation and Optimization on a GPU.

Maxime R. Hugues, Serge G. Petiton

Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

Persistent Locality Management of Scientific Application Workflows.

Lamine M. Aouad, M. Tahar Kechadi, Serge G. Petiton

Proceedings of the 13th IEEE International Conference on Computational Science and Engineering, 2010

2009

Large Scale Distributed and Parallel Computing for Linear Algebra Problems: Practice and Experience.

Laurent Choy, Serge G. Petiton, Mitsuhisa Sato

Proceedings of the Parallel Programming, Models and Applications in Grid and P2P Systems., 2009

Resolution of large symmetric eigenproblems on a world-wide grid.

Laurent Choy, Serge G. Petiton, Mitsuhisa Sato

Int. J. Grid Util. Comput., 2009

A New Parallel Paradigm for Block-Based Gauss-Jordan Algorithm.

Ling Shang, Serge G. Petiton, Maxime R. Hugues

Proceedings of the Eighth International Conference on Grid and Cooperative Computing, 2009

Extending YML to Be a Middleware for Scientific Cloud Computing.

Ling Shang, Serge G. Petiton, Nahid Emad, Xiaolin Yang, Zhijian Wang

Proceedings of the Cloud Computing, First International Conference, CloudCom 2009, Beijing, 2009

Federation and Abstraction of Heterogeneous Global Computing Platforms with the YML Framework.

Laurent Choy, Olivier Delannoy, Nahid Emad, Serge G. Petiton

Proceedings of the 2009 International Conference on Complex, 2009

2008

A Matrix Inversion Method with YML/OmniRPC on a Large Scale Platform.

Maxime R. Hugues, Serge G. Petiton

Proceedings of the High Performance Computing for Computational Science, 2008

Grid Computing: A Case Study in Hybrid GMRES Method.

Ye Zhang, Guy Bergére, Serge G. Petiton

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2008

Large Scale Parallel Hybrid GMRES Method for the Linear System on Grid System.

Ye Zhang, Guy Bergére, Serge G. Petiton

Proceedings of the 7th International Symposium on Parallel and Distributed Computing (ISPDC 2008), 2008

Performance Analysis in Grid: A Large Scale Computing Based on Hybrid GMRES Method.

Ye Zhang, Guy Bergére, Zifan Liu, Serge G. Petiton

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008

Solution of Large Scale Matrix Inversion on Cluster and Grid.

Ling Shang, Zhijian Wang, Serge G. Petiton, Feng Xu

Proceedings of the Seventh International Conference on Grid and Cooperative Computing, 2008

Large Scale Computing on Component Based Framework Easily Adaptive to Cluster and Grid Environments.

Ling Shang, Zhijian Wang, Serge G. Petiton, Yuansheng Lou, Zhizhong Liu

Proceedings of the Third ChinaGrid Annual Conference, ChinaGrid 2008, Dunhuang, Gansu, 2008

2007

A Parallel Hybrid Method of GMRES on GRID System.

Ye Zhang, Guy Bergére, Serge G. Petiton

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

Toward power-aware computing with dynamic voltage scaling for heterogeneous platforms.

Laurent Choy, Serge G. Petiton, Mitsuhisa Sato

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

2006

Reliable multicast fault tolerant MPI in the Grid environment

Benoit Hudzia, Serge G. Petiton

CoRR, 2006

A hybrid GMRES/LS-arnoldi method to accelerate the parallel solution of linear systems.

Haiwu He, Guy Bergére, Serge G. Petiton

Comput. Math. Appl., 2006

Workflow Global Computing with YML.

Olivier Delannoy, Nahid Emad, Serge G. Petiton

Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006

A Multi-level Scheduler for the Grid Computing YML Framework.

Sébastien Noël, Olivier Delannoy, Nahid Emad, Pierre Manneback, Serge G. Petiton

Proceedings of the Euro-Par 2006 Workshops: Parallel Processing, 2006

Parallel Basic Matrix Algebra on the Grid'5000 Large Scale Distributed Platform.

Lamine M. Aouad, Serge G. Petiton

Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006

2005

Multiple Explicitly Restarted Arnoldi Method for Solving Large Eigenproblems.

Nahid Emad, Serge G. Petiton, Guy Edjlali

SIAM J. Sci. Comput., 2005

Peer to Peer Large Scale Linear Algebra Programming and Experimentations.

Serge G. Petiton, Lamine M. Aouad, Laurent Choy

Proceedings of the Large-Scale Scientific Computing, 5th International Conference, 2005

GMRES Method on Lightweight GRID System.

Haiwu He, Guy Bergére, Serge G. Petiton

Proceedings of the 4th International Symposium on Parallel and Distributed Computing (ISPDC 2005), 2005

Toward global and grid computing for large scale linear algebra problems.

Laurent Choy, Serge G. Petiton

Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

Grid and Cluster Matrix Computation with Persistent Storage and Out-of-core Programming.

Lamine M. Aouad, Serge G. Petiton, Mitsuhisa Sato

Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

2004

A Peer to Peer Computing Framework: Design and Performance Evaluation of YML.

Olivier Delannoy, Serge G. Petiton

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

Experimentations and Programming Paradigms for Matrix Computing on Peer to Peer Grid.

Lamine M. Aouad, Serge G. Petiton

Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004

2003

Large Scale Peer to Peer Performance Evaluations, with Gauss-Jordan Method as an Example.

Serge G. Petiton, Lamine M. Aouad

Proceedings of the Parallel Processing and Applied Mathematics, 2003

2002

MPI and Coarse Grain OpenMP for Sparse Matrix Arnoldi Computation.

Ani Sedrakian, Serge G. Petiton

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002

2001

A Comparison Between Parallel Multiple Explicitly Restarted and Explicitly Restarted Block Arnoldi Methods.

Nahid Emad, Serge G. Petiton, Ani Sedrakian

Proceedings of the Tenth SIAM Conference on Parallel Processing for Scientific Computing, 2001

2000

A Parallel Adaptive Gauss-Jordan Algorithm.

Nouredine Melab, El-Ghazali Talbi, Serge G. Petiton

J. Supercomput., 2000

1999

Heterogeneous Parallel Hybrid GMRES/LS-Arnoldi Method.

Azeddine Essai, Guy Bergére, Serge G. Petiton

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

A Parallel Adaptive version of the Block-based Gauss-Jordan Algorithm.

Nordine Melab, El-Ghazali Talbi, Serge G. Petiton

Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

1996

A Data Parallel Scientific Computing Introduction.

Serge G. Petiton, Nahid Emad

Proceedings of the Data Parallel Programming Model: Foundations, 1996

1994

Data Parallel Sparse Matrix Computation on CM-2 and CM-5 for Iterative Methods.

Serge G. Petiton

Proceedings of the Applications in Parallel and Distributed Computing, 1994

1993

Sparse Matrix Computations on the CM-5.

Yousef Saad, Kesheng Wu, Serge G. Petiton

Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993

Basic Sparse Computations on Data Parallel Computers.

William R. Ferng, Serge G. Petiton, Kesheng Wu

Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993

Data Parallel Structures and Algorithms for Sparse Matrix Computation.

Serge G. Petiton, Guy Edjlali

Proceedings of the Parallel Computing: Trends and Applications, 1993

1992

Massively Parallel Preconditioners for the Sparse Conjugate Gradient Method.

Serge G. Petiton, Christine Weill-Duflos

Proceedings of the Parallel Processing: CONPAR 92, 1992