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Sophie Cerf

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2020 – today

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2024
[c12]
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  - conf/acsos/GuilloteauCBRR24
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Quentin Guilloteau, Sophie Cerf, Raphaël Bleuse, Bogdan Robu, Éric Rutten:
Under Control: A Control Theory Introduction for Computer Scientists. ACSOS-C 2024: 130-139
[c11]
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Rosa Pagano, Sophie Cerf, Bogdan Robu, Quentin Guilloteau, Raphaël Bleuse, Éric Rutten:
Making Control in High Performance Computing for Overload Avoidance Adaptive in Time and Job Size. CCTA 2024: 753-760
2023
[j4]
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  - journals/csysl/MolinaFCR23
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Emilio Molina, Mirko Fiacchini, Sophie Cerf, Bogdan Robu:
React to the Worst: Lightweight and Proactive Protection of Location Privacy. IEEE Control. Syst. Lett. 7: 2371-2376 (2023)
2022
[j3]
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Ghina Dandachi, Sophie Cerf, Yassine Hadjadj Aoul, Abdelkader Outtagarts, Éric Rutten:
A robust control-theory-based exploration strategy in deep reinforcement learning for virtual network embedding. Comput. Networks 218: 109366 (2022)
[c10]
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  - conf/ccta/HawilaCBPR22
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Ismail Hawila, Sophie Cerf, Raphaël Bleuse, Swann Perarnau, Éric Rutten:
Adaptive Power Control for Sober High-Performance Computing. CCTA 2022: 403-410
2021
[j2]
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  - journals/tdsc/CerfBRMPMBC21
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Sophie Cerf, Sara Bouchenak, Bogdan Robu, Nicolas Marchand, Vincent Primault, Sonia Ben Mokhtar, Antoine Boutet, Lydia Y. Chen:
Automatic Privacy and Utility Preservation for Mobility Data: A Nonlinear Model-Based Approach. IEEE Trans. Dependable Secur. Comput. 18(1): 269-282 (2021)
[c9]
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Sophie Cerf, Raphaël Bleuse, Valentin Reis, Swann Perarnau, Éric Rutten:
Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach. Euro-Par 2021: 334-349
[i3]
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  - journals/corr/abs-2107-02426
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Éric Rutten, Sophie Cerf, Raphaël Bleuse, Valentin Reis, Swann Perarnau:
Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach. CoRR abs/2107.02426 (2021)
2020
[j1]
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  - journals/csysl/ZhaoCRM20
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Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand:
Event-Based Control for Online Training of Neural Networks. IEEE Control. Syst. Lett. 4(3): 773-778 (2020)
[i2]
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  - journals/corr/abs-2003-09503
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Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand:
Event-Based Control for Online Training of Neural Networks. CoRR abs/2003.09503 (2020)

2010 – 2019

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2019
[b1]
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  - electronic edition @ archives-ouvertes.fr (open access)
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Sophie Cerf:
Control Theory for Computing Systems: Application to big-data cloud services & location privacy protection. (Contrôle des systèmes informatiques: application aux services clouds et à la protection de vie privée). Grenoble Alpes University, France, 2019
[c8]
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Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand:
Feedback Control for Online Training of Neural Networks. CCTA 2019: 136-141
[c7]
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Zilong Zhao, Sophie Cerf, Robert Birke, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen:
Robust Anomaly Detection on Unreliable Data. DSN 2019: 630-637
[i1]
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  - journals/corr/abs-1911-07710
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Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand:
Feedback Control for Online Training of Neural Networks. CoRR abs/1911.07710 (2019)
2018
[c6]
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  - conf/ccta/CerfRMMB18
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Sophie Cerf, Bogdan Robu, Nicolas Marchand, Sonia Ben Mokhtar, Sara Bouchenak:
A Control-Theoretic Approach for Location Privacy in Mobile Applications. CCTA 2018: 1488-1493
[c5]
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  - conf/dais/CerfMBMR18
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Sophie Cerf, Sonia Ben Mokhtar, Sara Bouchenak, Nicolas Marchand, Bogdan Robu:
Dynamic Modeling of Location Privacy Protection Mechanisms. DAIS 2018: 26-39
[c4]
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  - conf/med/LandauSCRMB18
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Ioan Doré Landau, Jaime Saavedra, Sophie Cerf, Bogdan Robu, Nicolas Marchand, Sara Bouchenak:
Can Adaptive Feedforward Control Improve Operation of Cloud Services? MED 2018: 541-546
2017
[c3]
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  - conf/srds/CerfPBMBBCMR17
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Sophie Cerf, Vincent Primault, Antoine Boutet, Sonia Ben Mokhtar, Robert Birke, Sara Bouchenak, Lydia Y. Chen, Nicolas Marchand, Bogdan Robu:
PULP: Achieving Privacy and Utility Trade-Off in User Mobility Data. SRDS 2017: 164-173
2016
[c2]
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  - conf/cdc/CerfBRMB16
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Sophie Cerf, Mihaly Berekmeri, Bogdan Robu, Nicolas Marchand, Sara Bouchenak:
Cost function based event triggered Model Predictive Controllers application to Big Data Cloud services. CDC 2016: 1657-1662
[c1]
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  - conf/middleware/CerfRMBPMB16
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Sophie Cerf, Bogdan Robu, Nicolas Marchand, Antoine Boutet, Vincent Primault, Sonia Ben Mokhtar, Sara Bouchenak:
Toward an Easy Configuration of Location Privacy Protection Mechanisms. Middleware Posters and Demos 2016: 11-12

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