Serge G. Petiton

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 25

Top Topics

Reinforcement Learning Agents

Execution Environment

Programming Paradigms

Weakly Supervised

Top Venues

Publications

Maxence Vandromme, Serge G. Petiton
Graph structure and homophily for label propagation in Graph Neural Networks. MCSoC (2023)
Pierrick Pochelu, Serge G. Petiton, Bruno Conche
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters. CoRR (2022)
Quentin R. Petit, Chong Li, Serge G. Petiton, Kelun Chai, Nahid Emad
Enhancing Graph Convolutional Networks by Topology Sampling. Big Data (2022)
Pierrick Pochelu, Clara Erard, Philippe Cordier, Serge G. Petiton, Bruno Conche
Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images. IVSP (2022)
Pierrick Pochelu, Serge G. Petiton, Bruno Conche
Distributed Ensembles of Reinforcement Learning Agents for Electricity Control. CoRR (2022)
Pierrick Pochelu, Serge G. Petiton, Bruno Conche
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters. HPC Asia (2022)
Maxence Vandromme, Jérôme Gurhem, Miwako Tsuji, Serge G. Petiton, Mitsuhisa Sato
Scaling the PageRank Algorithm for Very Large Graphs on the Fugaku Supercomputer. ICCS (1) (2022)
Pierrick Pochelu, Serge G. Petiton, Bruno Conche
An efficient and flexible inference system for serving heterogeneous ensembles of deep neural networks. CoRR (2022)
Pierrick Pochelu, Clara Erard, Philippe Cordier, Serge G. Petiton, Bruno Conche
Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images. CoRR (2022)
Pierrick Pochelu, Bruno Conche, Serge G. Petiton
Distributed Ensembles of Reinforcement Learning Agents for Electricity Control. COINS (2022)
Maxence Vandromme, Serge G. Petiton
Efficient Parallel PageRank Algorithm for Network Analysis. IPDPS Workshops (2022)
Jérôme Gurhem, Henri Calandra, Serge G. Petiton
Parallel and Distributed Task-Based Kirchhoff Seismic Pre-Stack Depth Migration Application. ISPDC (2021)
Pierrick Pochelu, Serge G. Petiton, Bruno Conche
An efficient and flexible inference system for serving heterogeneous ensembles of deep neural networks. IEEE BigData (2021)
Jérôme Gurhem, Maxence Vandromme, Miwako Tsuji, Serge G. Petiton, Mitsuhisa Sato
Sequences of Sparse Matrix-Vector Multiplication on Fugaku's A64FX processors. CLUSTER (2021)
Xinzhe Wu, Serge G. Petiton, Yutong Lu
A parallel generator of non-Hermitian matrices computed from given spectra. Concurr. Comput. Pract. Exp. 32 (20) (2020)
Jérôme Gurhem, Serge G. Petiton
A Current Task-Based Programming Paradigms Analysis. ICCS (5) (2020)
Xinzhe Wu, Serge G. Petiton
A distributed and parallel asynchronous unite and conquer method to solve large scale non-Hermitian linear systems with multiple right-hand sides. Parallel Comput. 89 (2019)
Jérôme Gurhem, Miwako Tsuji, Serge G. Petiton, Mitsuhisa Sato
Distributed and Parallel Programming Paradigms on the K computer and a Cluster. HPC Asia (2019)
Xinzhe Wu, Serge G. Petiton
A Distributed and Parallel Asynchronous Unite and Conquer Method to Solve Large Scale Non-Hermitian Linear Systems. HPC Asia (2018)
Xinzhe Wu, Serge G. Petiton, Yutong Lu
A Parallel Generator of Non-Hermitian Matrices Computed from Given Spectra. VECPAR (2018)
Alexandre Fender, Nahid Emad, Serge G. Petiton, Maxim Naumov
Parallel Modularity Clustering. ICCS (2017)
Alexandre Fender, Nahid Emad, Serge G. Petiton, Joe Eaton, Maxim Naumov
Parallel jaccard and related graph clustering techniques. ScalA@SC (2017)
Joachim Protze, Christian Terboven, Matthias S. Müller, Serge G. Petiton, Nahid Emad, Hitoshi Murai, Taisuke Boku
Runtime Correctness Checking for Emerging Programming Paradigms. CORRECTNESS@SC (2017)
Nahid Emad, Serge G. Petiton
Unite and conquer approach for high scale numerical computing. J. Comput. Sci. 14 (2016)
Alexandre Fender, Nahid Emad, Joe Eaton, Serge G. Petiton
Accelerated Hybrid Approach for Spectral Problems Arising in Graph Analytics. ICCS (2016)
Langshi Chen, Serge G. Petiton
A TSQR Based Krylov Basis Computation Method on Hybrid GPU Cluster. CLUSTER (2015)
Miwako Tsuji, Serge G. Petiton, Mitsuhisa Sato
Fault tolerance features of a new multi-SPMD programming/execution environment. ESPM@SC (2015)
Fan Ye, Christophe Calvin, Serge G. Petiton
An Efficient Task-Based Execution Model for Stochastic Linear Solver on Multi-core and Many-Core Systems. CSE (2015)
Fan Ye, Christophe Calvin, Serge G. Petiton
A Study of SpMV Implementation Using MPI and OpenMP on Intel Many-Core Architecture. VECPAR (2014)
France Boillod-Cerneux, Serge G. Petiton, Christophe Calvin, Leroy A. Drummond
Toward Restarting Strategies Tuning for a Krylov Eigenvalue Solver. VECPAR (2014)
Langshi Chen, Serge G. Petiton, Leroy A. Drummond, Maxime R. Hugues
A Communication Optimization Scheme for Basis Computation of Krylov Subspace Methods on Multi-GPUs. VECPAR (2014)
Miwako Tsuji, Mitsuhisa Sato, Maxime R. Hugues, Serge G. Petiton
Multiple-SPMD Programming Environment Based on PGAS and Workflow toward Post-petascale Computing. ICPP (2013)
Christophe Calvin, Fan Ye, Serge G. Petiton
The Exploration of Pervasive and Fine-Grained Parallel Model Applied on Intel Xeon Phi Coprocessor. 3PGCIC (2013)
Xin Lv, Feng Xu, Serge G. Petiton
Cryptographic Cloud Storage with Public Verifiability: Ensuring Data Security of the YML Framework. Intell. Autom. Soft Comput. 19 (2) (2013)
Takahiro Katagiri, Pierre-Yves Aquilanti, Serge G. Petiton
) with Hierarchical Cache Sizes. VECPAR (2012)
Jérôme Dubois, Christophe Calvin, Serge G. Petiton
Accelerating the Explicitly Restarted Arnoldi Method with GPUs Using an Autotuned Matrix Vector Product. SIAM J. Sci. Comput. 33 (5) (2011)
Maxime R. Hugues, Michael Moretti, Serge G. Petiton, Henri Calandra
ASIODS - An Asynchronous and Smart I/O Delegation System. ICCS (2011)
Pierre-Yves Aquilanti, Serge G. Petiton, Henri Calandra
Parallel GMRES Incomplete Orthogonalization Auto-Tuning. ICCS (2011)
Jérôme Dubois, Christophe Calvin, Serge G. Petiton
Improving Scalability Using Hybrid Asynchronous Methods For Non-Hermitian Eigenproblems. ICCS (2011)
Lamine M. Aouad, Serge G. Petiton
A grid-based programming approach for distributed linear algebra applications. Multiagent Grid Syst. 6 (3) (2010)
Ling Shang, Maxime R. Hugues, Serge G. Petiton
A Fine-grained Task Based Parallel Programming Paradigm of Gauss-Jordan Algorithm. J. Comput. 5 (10) (2010)
Jérôme Dubois, Christophe Calvin, Serge G. Petiton
Performance and Numerical Accuracy Evaluation of Heterogeneous Multicore Systems for Krylov Orthogonal Basis Computation. VECPAR (2010)
Maxime R. Hugues, Serge G. Petiton
Sparse Matrix Formats Evaluation and Optimization on a GPU. HPCC (2010)
Lamine M. Aouad, M. Tahar Kechadi, Serge G. Petiton
Persistent Locality Management of Scientific Application Workflows. CSE (2010)
Ling Shang, Serge G. Petiton, Nahid Emad, Xiaolin Yang, Zhijian Wang
Extending YML to Be a Middleware for Scientific Cloud Computing. CloudCom (2009)
Ling Shang, Serge G. Petiton, Maxime R. Hugues
A New Parallel Paradigm for Block-Based Gauss-Jordan Algorithm. GCC (2009)
Laurent Choy, Serge G. Petiton, Mitsuhisa Sato
Resolution of large symmetric eigenproblems on a world-wide grid. Int. J. Grid Util. Comput. 1 (2) (2009)
Laurent Choy, Olivier Delannoy, Nahid Emad, Serge G. Petiton
Federation and Abstraction of Heterogeneous Global Computing Platforms with the YML Framework. CISIS (2009)
Ling Shang, Zhijian Wang, Serge G. Petiton, Feng Xu
Solution of Large Scale Matrix Inversion on Cluster and Grid. GCC (2008)
Maxime R. Hugues, Serge G. Petiton
A Matrix Inversion Method with YML/OmniRPC on a Large Scale Platform. VECPAR (2008)
Ye Zhang, Guy Bergére, Serge G. Petiton
Grid Computing: A Case Study in Hybrid GMRES Method. NPC (2008)
Ye Zhang, Guy Bergére, Zifan Liu, Serge G. Petiton
Performance Analysis in Grid: A Large Scale Computing Based on Hybrid GMRES Method. HPCC (2008)
Ling Shang, Zhijian Wang, Serge G. Petiton, Yuansheng Lou, Zhizhong Liu
Large Scale Computing on Component Based Framework Easily Adaptive to Cluster and Grid Environments. ChinaGrid (2008)
Ye Zhang, Guy Bergére, Serge G. Petiton
Large Scale Parallel Hybrid GMRES Method for the Linear System on Grid System. ISPDC (2008)
Laurent Choy, Serge G. Petiton, Mitsuhisa Sato
Resolution of large symmetric eigenproblems on a world wide grid. CCGRID (2007)
Ye Zhang, Guy Bergére, Serge G. Petiton
A Parallel Hybrid Method of GMRES on GRID System. IPDPS (2007)
Laurent Choy, Serge G. Petiton, Mitsuhisa Sato
Toward power-aware computing with dynamic voltage scaling for heterogeneous platforms. CLUSTER (2007)
Lamine M. Aouad, Serge G. Petiton
Parallel Basic Matrix Algebra on the Grid'5000 Large Scale Distributed Platform. CLUSTER (2006)
Benoit Hudzia, Serge G. Petiton
Reliable multicast fault tolerant MPI in the Grid environment CoRR (2006)
Olivier Delannoy, Nahid Emad, Serge G. Petiton
Workflow Global Computing with YML. GRID (2006)
Haiwu He, Guy Bergére, Serge G. Petiton
A hybrid GMRES/LS-arnoldi method to accelerate the parallel solution of linear systems. Comput. Math. Appl. 51 (11) (2006)
Sébastien Noël, Olivier Delannoy, Nahid Emad, Pierre Manneback, Serge G. Petiton
A Multi-level Scheduler for the Grid Computing YML Framework. Euro-Par Workshops (2006)
Lamine M. Aouad, Serge G. Petiton, Mitsuhisa Sato
Grid and Cluster Matrix Computation with Persistent Storage and Out-of-core Programming. CLUSTER (2005)
Nahid Emad, Serge G. Petiton, Guy Edjlali
Multiple Explicitly Restarted Arnoldi Method for Solving Large Eigenproblems. SIAM J. Sci. Comput. 27 (1) (2005)
Haiwu He, Guy Bergére, Serge G. Petiton
GMRES Method on Lightweight GRID System. ISPDC (2005)
Serge G. Petiton, Lamine M. Aouad, Laurent Choy
Peer to Peer Large Scale Linear Algebra Programming and Experimentations. LSSC (2005)
Laurent Choy, Serge G. Petiton
Toward global and grid computing for large scale linear algebra problems. CLUSTER (2005)
Olivier Delannoy, Serge G. Petiton
A Peer to Peer Computing Framework: Design and Performance Evaluation of YML. ISPDC/HeteroPar (2004)
Lamine M. Aouad, Serge G. Petiton
Experimentations and Programming Paradigms for Matrix Computing on Peer to Peer Grid. GRID (2004)
Serge G. Petiton, Lamine M. Aouad
Large Scale Peer to Peer Performance Evaluations, with Gauss-Jordan Method as an Example. PPAM (2003)
Ani Sedrakian, Serge G. Petiton
MPI and Coarse Grain OpenMP for Sparse Matrix Arnoldi Computation. PDPTA (2002)
Nahid Emad, Serge G. Petiton, Ani Sedrakian
A Comparison Between Parallel Multiple Explicitly Restarted and Explicitly Restarted Block Arnoldi Methods. PPSC (2001)
Nouredine Melab, El-Ghazali Talbi, Serge G. Petiton
A Parallel Adaptive Gauss-Jordan Algorithm. J. Supercomput. 17 (2) (2000)
Nordine Melab, El-Ghazali Talbi, Serge G. Petiton
A Parallel Adaptive version of the Block-based Gauss-Jordan Algorithm. IPPS/SPDP (1999)
Azeddine Essai, Guy Bergére, Serge G. Petiton
Heterogeneous Parallel Hybrid GMRES/LS-Arnoldi Method. PPSC (1999)
Serge G. Petiton, Nahid Emad
A Data Parallel Scientific Computing Introduction. The Data Parallel Programming Model (1996)
Serge G. Petiton
Data Parallel Sparse Matrix Computation on CM-2 and CM-5 for Iterative Methods. Applications in Parallel and Distributed Computing (1994)
Yousef Saad, Kesheng Wu, Serge G. Petiton
Sparse Matrix Computations on the CM-5. PPSC (1993)
Serge G. Petiton, Guy Edjlali
Data Parallel Structures and Algorithms for Sparse Matrix Computation. PARCO (1993)
William R. Ferng, Serge G. Petiton, Kesheng Wu
Basic Sparse Computations on Data Parallel Computers. PPSC (1993)
Serge G. Petiton, Christine Weill-Duflos
Massively Parallel Preconditioners for the Sparse Conjugate Gradient Method. CONPAR (1992)