Massively Parallel Preconditioners for the Sparse Conjugate Gradient Method. - Serge G. Petiton; Christine Weill-Duflos (CONPAR, 1992)

Data Parallel Structures and Algorithms for Sparse Matrix Computation. - Serge G. Petiton; Guy Edjlali (PARCO, 1993)

Basic Sparse Computations on Data Parallel Computers. - William R. Ferng; Serge G. Petiton; Kesheng Wu (PPSC, 1993)

Sparse Matrix Computations on the CM-5. - Yousef Saad; Kesheng Wu; Serge G. Petiton (PPSC, 1993)

Data Parallel Sparse Matrix Computation on CM-2 and CM-5 for Iterative Methods. - Serge G. Petiton (Applications in Parallel and Distributed Computing, 1994)

A Data Parallel Scientific Computing Introduction. - Serge G. Petiton; Nahid Emad (The Data Parallel Programming Model, 1996)

A Parallel Adaptive version of the Block-based Gauss-Jordan Algorithm. - Nordine Melab; El-Ghazali Talbi; Serge G. Petiton (IPPS/SPDP, 1999)

Heterogeneous Parallel Hybrid GMRES/LS-Arnoldi Method. - Azeddine Essai; Guy Bergére; Serge G. Petiton (PP, 1999)

A Parallel Adaptive Gauss-Jordan Algorithm. - Nouredine Melab; El-Ghazali Talbi; Serge G. Petiton (J. Supercomput., 2000)

A Comparison Between Parallel Multiple Explicitly Restarted and Explicitly Restarted Block Arnoldi Methods. - Nahid Emad; Serge G. Petiton; Ani Sedrakian (PP, 2001)

MPI and Coarse Grain OpenMP for Sparse Matrix Arnoldi Computation. - Ani Sedrakian; Serge G. Petiton (PDPTA, 2002)

Large Scale Peer to Peer Performance Evaluations, with Gauss-Jordan Method as an Example. - Serge G. Petiton; Lamine M. Aouad (PPAM, 2003)

Experimentations and Programming Paradigms for Matrix Computing on Peer to Peer Grid. - Lamine M. Aouad; Serge G. Petiton (GRID, 2004)

A Peer to Peer Computing Framework: Design and Performance Evaluation of YML. - Olivier Delannoy; Serge G. Petiton (ISPDC/HeteroPar, 2004)

Grid and Cluster Matrix Computation with Persistent Storage and Out-of-core Programming. - Lamine M. Aouad; Serge G. Petiton; Mitsuhisa Sato (CLUSTER, 2005)

Toward global and grid computing for large scale linear algebra problems. - Laurent Choy; Serge G. Petiton (CLUSTER, 2005)

GMRES Method on Lightweight GRID System. - Haiwu He; Guy Bergére; Serge G. Petiton (ISPDC, 2005)

Peer to Peer Large Scale Linear Algebra Programming and Experimentations. - Serge G. Petiton; Lamine M. Aouad; Laurent Choy (LSSC, 2005)

Multiple Explicitly Restarted Arnoldi Method for Solving Large Eigenproblems. - Nahid Emad; Serge G. Petiton; Guy Edjlali (SIAM J. Sci. Comput., 2005)

Parallel Basic Matrix Algebra on the Grid'5000 Large Scale Distributed Platform. - Lamine M. Aouad; Serge G. Petiton (CLUSTER, 2006)

A Multi-level Scheduler for the Grid Computing YML Framework. - Sébastien Noël; Olivier Delannoy; Nahid Emad; Pierre Manneback; Serge G. Petiton (Euro-Par Workshops, 2006)

Workflow Global Computing with YML. - Olivier Delannoy; Nahid Emad; Serge G. Petiton (GRID, 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)

Reliable multicast fault tolerant MPI in the Grid environment - Benoit Hudzia; Serge G. Petiton (CoRR, 2006)

Toward power-aware computing with dynamic voltage scaling for heterogeneous platforms. - Laurent Choy; Serge G. Petiton; Mitsuhisa Sato (CLUSTER, 2007)

A Parallel Hybrid Method of GMRES on GRID System. - Ye Zhang; Guy Bergére; Serge G. Petiton (IPDPS, 2007)

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 (ChinaGrid, 2008)

Solution of Large Scale Matrix Inversion on Cluster and Grid. - Ling Shang; Zhijian Wang; Serge G. Petiton; Feng Xu (GCC, 2008)

Performance Analysis in Grid: A Large Scale Computing Based on Hybrid GMRES Method. - Ye Zhang; Guy Bergére; Zifan Liu; Serge G. Petiton (HPCC, 2008)

Large Scale Parallel Hybrid GMRES Method for the Linear System on Grid System. - Ye Zhang; Guy Bergére; Serge G. Petiton (ISPDC, 2008)

Grid Computing: A Case Study in Hybrid GMRES Method. - Ye Zhang; Guy Bergére; Serge G. Petiton (NPC, 2008)

A Matrix Inversion Method with YML/OmniRPC on a Large Scale Platform. - Maxime R. Hugues; Serge G. Petiton (VECPAR, 2008)

Federation and Abstraction of Heterogeneous Global Computing Platforms with the YML Framework. - Laurent Choy; Olivier Delannoy; Nahid Emad; Serge G. Petiton (CISIS, 2009)

Extending YML to Be a Middleware for Scientific Cloud Computing. - Ling Shang; Serge G. Petiton; Nahid Emad; Xiaolin Yang; Zhijian Wang 002 (CloudCom, 2009)

A New Parallel Paradigm for Block-Based Gauss-Jordan Algorithm. - Ling Shang; Serge G. Petiton; Maxime R. Hugues (GCC, 2009)

Resolution of large symmetric eigenproblems on a world-wide grid. - Laurent Choy; Serge G. Petiton; Mitsuhisa Sato (Int. J. Grid Util. Comput., 2009)

Large Scale Distributed and Parallel Computing for Linear Algebra Problems: Practice and Experience. - Laurent Choy; Serge G. Petiton; Mitsuhisa Sato (Parallel Programming, Models and Applications in Grid and P2P Systems, 2009)

Persistent Locality Management of Scientific Application Workflows. - Lamine M. Aouad; M. Tahar Kechadi; Serge G. Petiton (CSE, 2010)

Sparse Matrix Formats Evaluation and Optimization on a GPU. - Maxime R. Hugues; Serge G. Petiton (HPCC, 2010)

Performance and Numerical Accuracy Evaluation of Heterogeneous Multicore Systems for Krylov Orthogonal Basis Computation. - Jérôme Dubois; Christophe Calvin; Serge G. Petiton (VECPAR, 2010)

A Fine-grained Task Based Parallel Programming Paradigm of Gauss-Jordan Algorithm. - Ling Shang; Maxime R. Hugues; Serge G. Petiton (J. Comput., 2010)

A grid-based programming approach for distributed linear algebra applications. - Lamine M. Aouad; Serge G. Petiton (Multiagent Grid Syst., 2010)

YML-PC: A Reference Architecture Based on Workflow for Building Scientific Private Clouds. - Ling Shang; Serge G. Petiton; Nahid Emad; Xiaolin Yang (Cloud Computing, 2010)

Parallel GMRES Incomplete Orthogonalization Auto-Tuning. - Pierre-Yves Aquilanti; Serge G. Petiton; Henri Calandra (ICCS, 2011)

Improving Scalability Using Hybrid Asynchronous Methods For Non-Hermitian Eigenproblems. - Jérôme Dubois; Christophe Calvin; Serge G. Petiton (ICCS, 2011)

ASIODS - An Asynchronous and Smart I/O Delegation System. - Maxime R. Hugues; Michael Moretti; Serge G. Petiton; Henri Calandra (ICCS, 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)

A Smart Tuning Strategy for Restart Frequency of GMRES(m) with Hierarchical Cache Sizes. - Takahiro Katagiri; Pierre-Yves Aquilanti; Serge G. Petiton (VECPAR, 2012)

The Exploration of Pervasive and Fine-Grained Parallel Model Applied on Intel Xeon Phi Coprocessor. - Christophe Calvin; Fan Ye; Serge G. Petiton (3PGCIC, 2013)

Multiple-SPMD Programming Environment Based on PGAS and Workflow toward Post-petascale Computing. - Miwako Tsuji; Mitsuhisa Sato; Maxime R. Hugues; Serge G. Petiton (ICPP, 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)

Toward Restarting Strategies Tuning for a Krylov Eigenvalue Solver. - France Boillod-Cerneux; Serge G. Petiton; Christophe Calvin; Leroy Anthony Drummond (VECPAR, 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 (VECPAR, 2014)

A Study of SpMV Implementation Using MPI and OpenMP on Intel Many-Core Architecture. - Fan Ye; Christophe Calvin; Serge G. Petiton (VECPAR, 2014)

A TSQR Based Krylov Basis Computation Method on Hybrid GPU Cluster. - Langshi Chen; Serge G. Petiton (CLUSTER, 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 (CSE, 2015)

Fault tolerance features of a new multi-SPMD programming/execution environment. - Miwako Tsuji; Serge G. Petiton; Mitsuhisa Sato (ESPM@SC, 2015)

Accelerated Hybrid Approach for Spectral Problems Arising in Graph Analytics. - Alexandre Fender; Nahid Emad; Joe Eaton; Serge G. Petiton (ICCS, 2016)

Unite and conquer approach for high scale numerical computing. - Nahid Emad; Serge G. Petiton (J. Comput. Sci., 2016)

Parallel Modularity Clustering. - Alexandre Fender; Nahid Emad; Serge G. Petiton; Maxim Naumov (ICCS, 2017)

Parallel jaccard and related graph clustering techniques. - Alexandre Fender; Nahid Emad; Serge G. Petiton; Joe Eaton; Maxim Naumov (ScalA@SC, 2017)

Runtime Correctness Checking for Emerging Programming Paradigms. - Joachim Protze; Christian Terboven; Matthias S. Müller; Serge G. Petiton; Nahid Emad; Hitoshi Murai; Taisuke Boku (CORRECTNESS@SC, 2017)

A Distributed and Parallel Asynchronous Unite and Conquer Method to Solve Large Scale Non-Hermitian Linear Systems. - Xinzhe Wu; Serge G. Petiton (HPC Asia, 2018)

Distributed and Parallel Programming Paradigms on the K computer and a Cluster. - Jérôme Gurhem; Miwako Tsuji; Serge G. Petiton; Mitsuhisa Sato (HPC Asia, 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)

A Current Task-Based Programming Paradigms Analysis. - Jérôme Gurhem; Serge G. Petiton (ICCS (5), 2020)

A parallel generator of non-Hermitian matrices computed from given spectra. - Xinzhe Wu; Serge G. Petiton; Yutong Lu (Concurr. Comput. Pract. Exp., 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 (Software for Exascale Computing, 2020)

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 (XcalableMP PGAS Programming Language, 2021)

An efficient and flexible inference system for serving heterogeneous ensembles of deep neural networks. - Pierrick Pochelu; Serge G. Petiton; Bruno Conche (IEEE BigData, 2021)

Sequences of Sparse Matrix-Vector Multiplication on Fugaku's A64FX processors. - Jérôme Gurhem; Maxence Vandromme; Miwako Tsuji; Serge G. Petiton; Mitsuhisa Sato (CLUSTER, 2021)

Parallel and Distributed Task-Based Kirchhoff Seismic Pre-Stack Depth Migration Application. - Jérôme Gurhem; Henri Calandra; Serge G. Petiton (ISPDC, 2021)

Enhancing Graph Convolutional Networks by Topology Sampling. - Quentin R. Petit; Chong Li 003; Serge G. Petiton; Kelun Chai; Nahid Emad (IEEE Big Data, 2022)

Distributed Ensembles of Reinforcement Learning Agents for Electricity Control. - Pierrick Pochelu; Bruno Conche; Serge G. Petiton (COINS, 2022)

A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters. - Pierrick Pochelu; Serge G. Petiton; Bruno Conche (HPC Asia, 2022)

Scaling the PageRank Algorithm for Very Large Graphs on the Fugaku Supercomputer. - Maxence Vandromme; Jérôme Gurhem; Miwako Tsuji; Serge G. Petiton; Mitsuhisa Sato (ICCS (1), 2022)

Efficient Parallel PageRank Algorithm for Network Analysis. - Maxence Vandromme; Serge G. Petiton (IPDPS Workshops, 2022)

Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images. - Pierrick Pochelu; Clara Erard; Philippe Cordier; Serge G. Petiton; Bruno Conche (IVSP, 2022)

Graph structure and homophily for label propagation in Graph Neural Networks. - Maxence Vandromme; Serge G. Petiton (MCSoC, 2023)

Sequences of Distributed Matrix-Vector Product for Very Large and Very Sparse Irregular Matrices. - Maxence Vandromme; Nicolas Hochart; Serge G. Petiton; Jérôme Gurhem; Miwako Tsuji; Mitsuhisa Sato (SC Workshops, 2024)