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ORCIDCécile Germain
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- affiliation: University of Paris-Sud, Computer Science Laboratory (LRI)
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Journal Articles
- 2023
[j16]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:
The Tracking Machine Learning Challenge: Throughput Phase. Comput. Softw. Big Sci. 7(1): 1 (2023)- 2019
- [j15]Adrian Alan Pol, Gianluca Cerminara, Cécile Germain, Maurizio Pierini, Agrima Seth:
Detector Monitoring with Artificial Neural Networks at the CMS Experiment at the CERN Large Hadron Collider. Comput. Softw. Big Sci. 3(1) (2019) - 2015
- [j14]Dawei Feng, Cécile Germain:
Fault Monitoring with Sequential Matrix Factorization. ACM Trans. Auton. Adapt. Syst. 10(3): 20:1-20:25 (2015) - 2014
- [j13]Xiangliang Zhang, Cyril Furtlehner, Cécile Germain-Renaud, Michèle Sebag:
Data Stream Clustering With Affinity Propagation. IEEE Trans. Knowl. Data Eng. 26(7): 1644-1656 (2014) - 2013
- [j12]Dawei Feng, Cécile Germain, Tristan Glatard:
Efficient distributed monitoring with active Collaborative Prediction. Future Gener. Comput. Syst. 29(8): 2272-2283 (2013) - 2012
- [j11]Tamás Éltetö, Nikolaus Hansen, Cécile Germain-Renaud, Pascal Bondon:
Scalable structural break detection. Appl. Soft Comput. 12(11): 3408-3420 (2012) - 2011
- [j10]Tamás Éltetö, Cécile Germain-Renaud, Pascal Bondon, Michèle Sebag:
Towards Non-Stationary Grid Models. J. Grid Comput. 9(4): 423-440 (2011) - 2010
- [j9]Julien Perez, Cécile Germain-Renaud, Balázs Kégl, Charles Loomis:
Multi-objective Reinforcement Learning for Responsive Grids. J. Grid Comput. 8(3): 473-492 (2010) - 2009
- [j8]Cécile Germain-Renaud, Omer F. Rana:
The Convergence of Clouds, Grids, and Autonomics. IEEE Internet Comput. 13(6): 9 (2009) - 2008
- [j7]Cécile Germain-Renaud, Charles Loomis, Jakub T. Moscicki, Romain Texier:
Scheduling for Responsive Grids. J. Grid Comput. 6(1): 15-27 (2008) - 2000
- [j6]Thomas Brandes, Cécile Germain-Renaud:
A schedule cache for data parallel unstructured computations. Parallel Comput. 26(13-14): 1807-1823 (2000) - 1999
- [j5]Cécile Germain-Renaud, Vincent Néri:
Java-based coupling for parallel predictive-adaptive domain decomposition. Sci. Program. 7(2): 185-189 (1999) - 1995
- [j4]Cécile Germain, Franck Cappello:
The Static Network: A High Performance Reconfigurable Communication Network. Parallel Process. Lett. 5: 97-109 (1995) - [j3]Damien Gautier de Lahaut, Cécile Germain:
A Static Approach for Compiling Communications in Paranel Scientific Programs. Sci. Program. 4(4): 291-305 (1995) - 1994
- [j2]Cécile Germain, Franck Delaplace, R. Carlier:
A Static Execution Model for Data Parallelism. Parallel Process. Lett. 4: 367-378 (1994) - 1993
- [j1]Cécile Germain, Jean-Luc Béchennec, Daniel Etiemble, Jean-Paul Sansonnet:
A Communication Architecture for a Massively Parallel Message-Passing Multicomputer. J. Parallel Distributed Comput. 19(4): 338-348 (1993)
Conference and Workshop Papers
- 2019
- [c41]Adrian Alan Pol, Victor Berger, Cécile Germain, Gianluca Cerminara, Maurizio Pierini:
Anomaly Detection with Conditional Variational Autoencoders. ICMLA 2019: 1651-1657 - 2018
- [c40]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:
TrackML: A High Energy Physics Particle Tracking Challenge. eScience 2018: 344 - [c39]Victor Estrade, Cécile Germain, Isabelle Guyon, David Rousseau:
Systematics aware learning : a case study in high energy physics. ESANN 2018 - [c38]Kenny Peou, Alan Kelly, Joel Falcou, Cécile Germain:
A Case Study on Optimizing Accurate Half Precision Average. SBAC-PAD 2018: 356-363 - 2016
- [c37]Claire Adam-Bourdarios, Glen Cowan, Cécile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau:
How machine learning won the Higgs boson challenge. ESANN 2016 - 2015
- [c36]Karima Rafes, Julien Nauroy, Cécile Germain:
Certifying the Interoperability of RDF Database Systems. LDQ@ESWC 2015 - 2014
- [c35]Dawei Feng, Cécile Germain, Julien Nauroy:
Sequential Fault Monitoring. ICCAC 2014: 25-34 - [c34]Claire Adam-Bourdarios, Glen Cowan, Cécile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau:
The Higgs boson machine learning challenge. HEPML@NIPS 2014: 19-55 - 2012
- [c33]Dawei Feng, Cécile Germain-Renaud, Tristan Glatard:
Distributed Monitoring with Collaborative Prediction. CCGRID 2012: 376-383 - 2011
- [c32]Cécile Germain-Renaud, Alain Cady, Philippe Gauron, Michel Jouvin, Charles Loomis, Janusz Martyniak, Julien Nauroy, Guillaume Philippon, Michèle Sebag:
The Grid Observatory. CCGRID 2011: 114-123 - [c31]Cécile Germain-Renaud, Frédéric Fürst, Michel Jouvin, Gilles Kassel, Julien Nauroy, Guillaume Philippon:
The Green Computing Observatory: A Data Curation Approach for Green IT. DASC 2011: 798-799 - [c30]Yusik Kim, Cécile Germain-Renaud:
Characterizing E-Science File Access Behavior via Latent Dirichlet Allocation. UCC 2011: 162-169 - 2010
- [c29]Tamás Éltetö, Cécile Germain-Renaud, Pascal Bondon, Michèle Sebag:
Discovering Piecewise Linear Models of Grid Workload. CCGRID 2010: 474-484 - [c28]Xiangliang Zhang, Cécile Germain, Michèle Sebag:
Adaptively detecting changes in Autonomic Grid Computing. GRID 2010: 387-392 - 2009
- [c27]Xiangliang Zhang, Michèle Sebag, Cécile Germain-Renaud:
Multi-scale Real-Time Grid Monitoring with Job Stream Mining. CCGRID 2009: 420-427 - [c26]Xiangliang Zhang, Cyril Furtlehner, Julien Perez, Cécile Germain-Renaud, Michèle Sebag:
Toward autonomic grids: analyzing the job flow with affinity streaming. KDD 2009: 987-996 - 2008
- [c25]Julien Perez, Cécile Germain-Renaud, Balázs Kégl, Charles Loomis:
Grid Differentiated Services: A Reinforcement Learning Approach. CCGRID 2008: 287-294 - [c24]Julien Perez, Cécile Germain-Renaud, Balázs Kégl, Charles Loomis:
Utility-Based Reinforcement Learning for Reactive Grids. ICAC 2008: 205-206 - 2007
- [c23]Xiangliang Zhang, Michèle Sebag, Cécile Germain:
Toward Behavioral Modeling of a Grid System: Mining the Logging and Bookkeeping Files. ICDM Workshops 2007: 581-588 - 2006
- [c22]Cécile Germain-Renaud, Romain Texier, Angel Osorio, Charles Loomis:
Grid Scheduling for Interactive Analysis. HealthGrid 2006: 25-33 - 2005
- [c21]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:
Grid-enabling medical image analysis. CCGRID 2005: 487-495 - [c20]Cécile Germain-Renaud, Dephine Monnier-Ragaigne:
Grid result checking. Conf. Computing Frontiers 2005: 87-96 - 2003
- [c19]Cécile Germain-Renaud, Nathalie Playez:
Result checking in global computing systems. ICS 2003: 226-233 - [c18]Anton Selikhov, Cécile Germain:
CMDE: A Channel Memory Based Dynamic Environment for Fault-Tolerant Message Passing Based on MPICH-V Architecture. PaCT 2003: 528-537 - 2002
- [c17]Anton Selikhov, George Bosilca, Cécile Germain, Gilles Fedak, Franck Cappello:
MPICH-CM: A Communication Library Design for a P2P MPI Implementation. PVM/MPI 2002: 323-330 - [c16]George Bosilca, Aurélien Bouteiller, Franck Cappello, Samir Djilali, Gilles Fedak, Cécile Germain, Thomas Hérault, Pierre Lemarinier, Oleg Lodygensky, Frédéric Magniette, Vincent Néri, Anton Selikhov:
MPICH-V: toward a scalable fault tolerant MPI for volatile nodes. SC 2002: 31:1-31:18 - 2001
- [c15]Gilles Fedak, Cécile Germain, Vincent Néri, Franck Cappello:
XtremWeb: A Generic Global Computing System. CCGRID 2001: 582-587 - [c14]Cécile Germain, Gilles Fedak, Vincent Néri, Franck Cappello:
Global Computing Systems. LSSC 2001: 218-227 - 2000
- [c13]Cécile Germain, Vincent Néri, Gilles Fedak, Franck Cappello:
XtremWeb: Building an Experimental Platform for Global Computing. GRID 2000: 91-101 - 1998
- [c12]Thomas Brandes, Cécile Germain:
A Tracing Protocol for Optimizing Data Parallel Irregular Computations. Euro-Par 1998: 629-638 - 1997
- [c11]Cécile Germain, Damien Gautier de Lahaut:
Improving Irregular Parallel Communication Through Sorting. HPCN Europe 1997: 821-829 - [c10]Cécile Germain, Jacques Laminie, Marie Pallud, Daniel Etiemble:
An HPF Case Study of a Domain-Decomposition Based Irregular Application. PaCT 1997: 201-209 - [c9]Cécile Germain, Franck Delaplace:
Compiling the Block-Cyclic Distribution. PARCO 1997: 243-250 - 1996
- [c8]Fabien Coelho, Cécile Germain, Jean-Louis Pazat:
State of the Art in Compiling HPF. The Data Parallel Programming Model 1996: 104-133 - 1995
- [c7]Cécile Germain, Franck Delaplace:
Automatic Vectorization of Communications for Data-Parallel Programs. Euro-Par 1995: 429-440 - [c6]Franck Cappello, Cécile Germain:
Toward High Communication Performance through Compiled Communications on a Circuit Switched Interconnection Network. HPCA 1995: 44-53 - [c5]Daniel Etiemble, Cécile Germain:
Standard Microprocessors Versus Custom Processing Elements for Massively Parallel Architectures. PaCT 1995: 320-325 - 1994
- [c4]Damien Gautier de Lahaut, Cécile Germain:
Static Communications in Parallel Scientific Propgrams. PARLE 1994: 262-276 - 1993
- [c3]Franck Cappello, Jean-Luc Béchennec, Franck Delaplace, Cécile Germain, Jean-Louis Giavitto, Vincent Néri, Daniel Etiemble:
Balanced Distributed Memory Parallel Computers. ICPP (1) 1993: 72-76 - [c2]Franck Cappello, Jean-Luc Béchennec, Franck Delaplace, Damien Gautier de Lahaut, Cécile Germain, Jean-Louis Giavitto, Vincent Néri, Daniel Etiemble:
A Parralel Architecture Based on Compiled Communication Schemes. PARCO 1993: 371-378 - 1991
- [c1]Jean-Louis Giavitto, Cécile Germain, Julian Fowler:
OAL: an Implementation of an Actor Language on a Massively Parallel Message-Passing Architecture. EDMCC 1991: 347-360
Data and Artifacts
- 2018
- [d2]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:
TrackML Throughput Phase. Zenodo, 2018
- [d1]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:
TrackML Particle Tracking Challenge. Zenodo, 2018
Informal and Other Publications
- 2021
- [i3]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:
The Tracking Machine Learning challenge : Throughput phase. CoRR abs/2105.01160 (2021) - 2020
- [i2]Adrian Alan Pol, Victor Berger, Gianluca Cerminara, Cécile Germain, Maurizio Pierini:
Anomaly Detection With Conditional Variational Autoencoders. CoRR abs/2010.05531 (2020) - 2018
- [i1]Adrian Alan Pol, Gianluca Cerminara, Cécile Germain, Maurizio Pierini, Agrima Seth:
Detector monitoring with artificial neural networks at the CMS experiment at the CERN Large Hadron Collider. CoRR abs/1808.00911 (2018)
Coauthor Index
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