Cécile Germain

According to our database, Cécile Germain authored at least 59 papers between 1991 and 2023.

Collaborative distances:

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

2023

The Tracking Machine Learning Challenge: Throughput Phase.

Sabrina Amrouche, Laurent Basara, Paolo Calafiura, Dmitry Emeliyanov, Victor Estrade, Steven Farrell, Cécile Germain, Vladimir Vava Gligorov, Tobias Golling, Sergey Gorbunov, Heather M. Gray, Isabelle Guyon, Mikhail Hushchyn, Vincenzo Innocente, Moritz Kiehn, Marcel Kunze, Edward Moyse, David Rousseau, Andreas Salzburger, Andrey Ustyuzhanin, Jean-Roch Vlimant

Comput. Softw. Big Sci., December, 2023

2019

Detector Monitoring with Artificial Neural Networks at the CMS Experiment at the CERN Large Hadron Collider.

Adrian Alan Pol, Gianluca Cerminara, Cécile Germain, Maurizio Pierini, Agrima Seth

Comput. Softw. Big Sci., December, 2019

Anomaly Detection with Conditional Variational Autoencoders.

Adrian Alan Pol, Victor Berger, Cécile Germain, Gianluca Cerminara, Maurizio Pierini

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

TrackML Throughput Phase.

Andreas Salzburger, Vincenzo Innocente, Jean-Roch Vlimant, David Rousseau, Vladimir V. Gligorov, Laurent Basara, Victor Estrade, Paolo Calafiura, Steven Farell, Heather M. Gray, Tobias Golling, Moritz Kiehn, Sabrina Amrouche, Mikhail Hushchyn, Andrey Ustyuzhanin, Edward Moyse, Cécile Germain, Isabelle Guyon

Dataset, September, 2018

TrackML Particle Tracking Challenge.

Andreas Salzburger, Vincenzo Innocente, Jean-Roch Vlimant, David Rousseau, Vladimir V. Gligorov, Victor Estrade, Laurent Basara, Paolo Calafiura, Steven Farell, Heather M. Gray, Tobias Golling, Moritz Kiehn, Sabrina Amrouche, Andrey Ustyuzhanin, Mikhail Hushchyn, Edward Moyse, Cécile Germain, Isabelle Guyon

Dataset, August, 2018

A Case Study on Optimizing Accurate Half Precision Average.

Kenny Peou, Alan Kelly, Joel Falcou, Cécile Germain

Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Systematics aware learning : a case study in high energy physics.

Victor Estrade, Cécile Germain, Isabelle Guyon, David Rousseau

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

TrackML: A High Energy Physics Particle Tracking Challenge.

Paolo Calafiura, Steven Farrell, Heather M. Gray, Jean-Roch Vlimant, Vincenzo Innocente, Andreas Salzburger, Sabrina Amrouche, Tobias Golling, Moritz Kiehn, Victor Estrade, Cécile Germain, Isabelle Guyon, Ed Moyse, David Rousseau, Yetkin Yilmaz, Vladimir Vava Gligorov, Mikhail Hushchyn, Andrey Ustyuzhanin

Proceedings of the 14th IEEE International Conference on e-Science, 2018

2016

How machine learning won the Higgs boson challenge.

Claire Adam-Bourdarios, Glen Cowan, Cécile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Fault Monitoring with Sequential Matrix Factorization.

Dawei Feng, Cécile Germain

ACM Trans. Auton. Adapt. Syst., 2015

Certifying the Interoperability of RDF Database Systems.

Karima Rafes, Julien Nauroy, Cécile Germain

Proceedings of the 2nd Workshop on Linked Data Quality co-located with 12th Extended Semantic Web Conference (ESWC 2015), 2015

2014

Data Stream Clustering With Affinity Propagation.

Xiangliang Zhang, Cyril Furtlehner, Cécile Germain-Renaud, Michèle Sebag

IEEE Trans. Knowl. Data Eng., 2014

The Higgs boson machine learning challenge.

Claire Adam-Bourdarios, Glen Cowan, Cécile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau

Proceedings of the Workshop on High-energy Physics and Machine Learning, 2014

Sequential Fault Monitoring.

Dawei Feng, Cécile Germain, Julien Nauroy

Proceedings of the 2014 International Conference on Cloud and Autonomic Computing, 2014

2013

Efficient distributed monitoring with active Collaborative Prediction.

Dawei Feng, Cécile Germain, Tristan Glatard

Future Gener. Comput. Syst., 2013

2012

Scalable structural break detection.

Tamás Éltetö, Nikolaus Hansen, Cécile Germain-Renaud, Pascal Bondon

Appl. Soft Comput., 2012

Distributed Monitoring with Collaborative Prediction.

Dawei Feng, Cécile Germain-Renaud, Tristan Glatard

Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011

Towards Non-Stationary Grid Models.

Tamás Éltetö, Cécile Germain-Renaud, Pascal Bondon, Michèle Sebag

J. Grid Comput., 2011

Characterizing E-Science File Access Behavior via Latent Dirichlet Allocation.

Yusik Kim, Cécile Germain-Renaud

Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

The Green Computing Observatory: A Data Curation Approach for Green IT.

Cécile Germain-Renaud, Frédéric Fürst, Michel Jouvin, Gilles Kassel, Julien Nauroy, Guillaume Philippon

Proceedings of the IEEE Ninth International Conference on Dependable, 2011

The Grid Observatory.

Cécile Germain-Renaud, Alain Cady, Philippe Gauron, Michel Jouvin, Charles Loomis, Janusz Martyniak, Julien Nauroy, Guillaume Philippon, Michèle Sebag

Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

2010

Multi-objective Reinforcement Learning for Responsive Grids.

Julien Perez, Cécile Germain-Renaud, Balázs Kégl, Charles Loomis

J. Grid Comput., 2010

Adaptively detecting changes in Autonomic Grid Computing.

Xiangliang Zhang, Cécile Germain, Michèle Sebag

Proceedings of the 2010 11th IEEE/ACM International Conference on Grid Computing, 2010

Discovering Piecewise Linear Models of Grid Workload.

Tamás Éltetö, Cécile Germain-Renaud, Pascal Bondon, Michèle Sebag

Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009

The Convergence of Clouds, Grids, and Autonomics.

Cécile Germain-Renaud, Omer F. Rana

IEEE Internet Comput., 2009

Toward autonomic grids: analyzing the job flow with affinity streaming.

Xiangliang Zhang, Cyril Furtlehner, Julien Perez, Cécile Germain-Renaud, Michèle Sebag

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Multi-scale Real-Time Grid Monitoring with Job Stream Mining.

Xiangliang Zhang, Michèle Sebag, Cécile Germain-Renaud

Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009

2008

Scheduling for Responsive Grids.

Cécile Germain-Renaud, Charles Loomis, Jakub T. Moscicki, Romain Texier

J. Grid Comput., 2008

Utility-Based Reinforcement Learning for Reactive Grids.

Julien Perez, Cécile Germain-Renaud, Balázs Kégl, Charles Loomis

Proceedings of the 2008 International Conference on Autonomic Computing, 2008

Grid Differentiated Services: A Reinforcement Learning Approach.

Julien Perez, Cécile Germain-Renaud, Balázs Kégl, Charles Loomis

Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007

Toward Behavioral Modeling of a Grid System: Mining the Logging and Bookkeeping Files.

Xiangliang Zhang, Michèle Sebag, Cécile Germain

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Grid Scheduling for Interactive Analysis.

Cécile Germain-Renaud, Romain Texier, Angel Osorio, Charles Loomis

Proceedings of the Challenges and Opportunities of HealthGrids, 2006

2005

Grid result checking.

Cécile Germain-Renaud, Dephine Monnier-Ragaigne

Proceedings of the Second Conference on Computing Frontiers, 2005

Grid-enabling medical image analysis.

Cécile Germain, Vincent Breton, Patrick Clarysse, Yann Gaudeau, Tristan Glatard, Emmanuel Jeannot, Yannick Legré, Charles Loomis, Johan Montagnat, Jean-Marie Moureaux, Angel Osorio, Xavier Pennec, Romain Texier

Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2003

CMDE: A Channel Memory Based Dynamic Environment for Fault-Tolerant Message Passing Based on MPICH-V Architecture.

Anton Selikhov, Cécile Germain

Proceedings of the Parallel Computing Technologies, 2003

Result checking in global computing systems.

Cécile Germain-Renaud, Nathalie Playez

Proceedings of the 17th Annual International Conference on Supercomputing, 2003

2002

MPICH-V: toward a scalable fault tolerant MPI for volatile nodes.

George Bosilca, Aurélien Bouteiller, Franck Cappello, Samir Djilali, Gilles Fedak, Cécile Germain, Thomas Hérault, Pierre Lemarinier, Oleg Lodygensky, Frédéric Magniette, Vincent Néri, Anton Selikhov

Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002

MPICH-CM: A Communication Library Design for a P2P MPI Implementation.

Anton Selikhov, George Bosilca, Cécile Germain, Gilles Fedak, Franck Cappello

Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 9th European PVM/MPI Users' Group Meeting, Linz, Austria, September 29, 2002

2001

Global Computing Systems.

Cécile Germain, Gilles Fedak, Vincent Néri, Franck Cappello

Proceedings of the Large-Scale Scientific Computing, Third International Conference, 2001

XtremWeb: A Generic Global Computing System.

Gilles Fedak, Cécile Germain, Vincent Néri, Franck Cappello

Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001), 2001

2000

A schedule cache for data parallel unstructured computations.

Thomas Brandes, Cécile Germain-Renaud

Parallel Comput., 2000

XtremWeb: Building an Experimental Platform for Global Computing.

Cécile Germain, Vincent Néri, Gilles Fedak, Franck Cappello

Proceedings of the Grid Computing, 2000

1999

Java-based coupling for parallel predictive-adaptive domain decomposition.

Cécile Germain-Renaud, Vincent Néri

Sci. Program., 1999

1998

A Tracing Protocol for Optimizing Data Parallel Irregular Computations.

Thomas Brandes, Cécile Germain

Proceedings of the Euro-Par '98 Parallel Processing, 1998

1997

Compiling the Block-Cyclic Distribution.

Cécile Germain, Franck Delaplace

Proceedings of the Parallel Computing: Fundamentals, 1997

An HPF Case Study of a Domain-Decomposition Based Irregular Application.

Cécile Germain, Jacques Laminie, Marie Pallud, Daniel Etiemble

Proceedings of the Parallel Computing Technologies, 1997

Improving Irregular Parallel Communication Through Sorting.

Cécile Germain, Damien Gautier de Lahaut

Proceedings of the High-Performance Computing and Networking, 1997

1996

State of the Art in Compiling HPF.

Fabien Coelho, Cécile Germain, Jean-Louis Pazat

Proceedings of the Data Parallel Programming Model: Foundations, 1996

1995

A Static Approach for Compiling Communications in Paranel Scientific Programs.

Damien Gautier de Lahaut, Cécile Germain

Sci. Program., 1995

The Static Network: A High Performance Reconfigurable Communication Network.

Cécile Germain, Franck Cappello

Parallel Process. Lett., 1995

Standard Microprocessors Versus Custom Processing Elements for Massively Parallel Architectures.

Daniel Etiemble, Cécile Germain

Proceedings of the Parallel Computing Technologies, 1995

Toward High Communication Performance through Compiled Communications on a Circuit Switched Interconnection Network.

Franck Cappello, Cécile Germain

Proceedings of the 1st IEEE Symposium on High-Performance Computer Architecture (HPCA 1995), 1995

Automatic Vectorization of Communications for Data-Parallel Programs.

Cécile Germain, Franck Delaplace

Proceedings of the Euro-Par '95 Parallel Processing, 1995

1994

A Static Execution Model for Data Parallelism.

Cécile Germain, Franck Delaplace, R. Carlier

Parallel Process. Lett., 1994

Static Communications in Parallel Scientific Propgrams.

Damien Gautier de Lahaut, Cécile Germain

Proceedings of the PARLE '94: Parallel Architectures and Languages Europe, 1994

1993

A Communication Architecture for a Massively Parallel Message-Passing Multicomputer.

Cécile Germain, Jean-Luc Béchennec, Daniel Etiemble, Jean-Paul Sansonnet

J. Parallel Distributed Comput., 1993

A Parralel Architecture Based on Compiled Communication Schemes.

Franck Cappello, Jean-Luc Béchennec, Franck Delaplace, Damien Gautier de Lahaut, Cécile Germain, Jean-Louis Giavitto, Vincent Néri, Daniel Etiemble

Proceedings of the Parallel Computing: Trends and Applications, 1993

Balanced Distributed Memory Parallel Computers.

Franck Cappello, Jean-Luc Béchennec, Franck Delaplace, Cécile Germain, Jean-Louis Giavitto, Vincent Néri, Daniel Etiemble

Proceedings of the 1993 International Conference on Parallel Processing, 1993

1991

OAL: an Implementation of an Actor Language on a Massively Parallel Message-Passing Architecture.

Jean-Louis Giavitto, Cécile Germain, Julian Fowler

Proceedings of the Distributed Memory Computing, 2nd European Conference, 1991