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Sophie Cerf
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Robust Anomaly Detection on Unreliable Data
Z Zhao, S Cerf, R Birke, B Robu, S Bouchenak, SB Mokhtar, LY Chen
2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019
542019
PULP: achieving privacy and utility trade-off in user mobility data
S Cerf, V Primault, A Boutet, SB Mokhtar, R Birke, S Bouchenak, LY Chen, ...
2017 IEEE 36th Symposium on Reliable Distributed Systems (SRDS), 164-173, 2017
252017
Cost function based event triggered Model Predictive Controllers application to Big Data Cloud services
S Cerf, M Berekmeri, B Robu, N Marchand, S Bouchenak
2016 IEEE 55th Conference on Decision and Control (CDC), 1657-1662, 2016
152016
Sustaining performance while reducing energy consumption: a control theory approach
S Cerf, R Bleuse, V Reis, S Perarnau, E Rutten
Euro-Par 2021: Parallel Processing: 27th International Conference on …, 2021
142021
Event-Based Control for Online Training of Neural Networks
Z Zhao, S Cerf, B Robu, N Marchand
IEEE Control Systems Letters 4 (3), 773-778, 2020
112020
Adaptive feedforward and feedback control for cloud services
S Cerf, M Berekmeri, B Robu, N Marchand, S Bouchenak, ID Landau
IFAC-PapersOnLine 50 (1), 5504-5509, 2017
112017
Feedback Control for Online Training of Neural Networks
Z Zhao, S Cerf, B Robu, N Marchand
2019 IEEE Conference on Control Technology and Applications (CCTA), 136-141, 2019
102019
Duo learning for classifications with noisy labels
S Cerf, R Birke, LY Chen
Continual Learning Workshop, in conjunction with Neural Information …, 2018
62018
Artifact and instructions to generate experimental results for the Euro-Par 2021 paper: Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach …
S Cerf
DOI: https://doi. org/10.6084/m9. figshare 14754468, 0
6
Privacy protection control for mobile apps users
S Cerf, B Robu, N Marchand, S Bouchenak
Control Engineering Practice 134, 105456, 2023
42023
Control Theory for Computing Systems: Application to big-data cloud services & location privacy protection
S Cerf
UNIVERSITÉ GRENOBLE ALPES, 2019
42019
Can Adaptive Feedforward Control Improve Operation of Cloud Services?
ID Landau, J Saavedra, S Cerf, B Robu, N March, S Bouchenak
2018 26th Mediterranean Conference on Control and Automation (MED), 1-9, 2018
42018
Adaptive optimal control of mapreduce performance, availability and costs
S Cerf, M Berekmeri, B Robu, N Marchand, S Bouchenak
Feedback Computin 2016-11th International Workshop on Feedback Computing, 2016
42016
A robust control-theory-based exploration strategy in deep reinforcement learning for virtual network embedding
G Dandachi, S Cerf, Y Hadjadj-Aoul, A Outtagarts, E Rutten
Computer Networks 218, 109366, 2022
32022
Automatic Privacy and Utility Preservation for Mobility Data: A Nonlinear Model-Based Approach
S Cerf, S Bouchenak, B Robu, N Marchand, V Primault, SB Mokhtar, ...
IEEE Transactions on Dependable and Secure Computing 18 (1), 269-282, 2018
32018
A control-theoretic approach for location privacy in mobile applications
S Cerf, B Robu, N Marchand, SB Mokhtar, S Bouchenak
2018 IEEE Conference on Control Technology and Applications (CCTA), 1488-1493, 2018
32018
Dynamic Modeling of Location Privacy Protection Mechanisms
S Cerf, SB Mokhtar, S Bouchenak, N Marchand, B Robu
DAIS 2018-DisCoTec 2018-18th IFIP International Conference on Distributed …, 2018
32018
Optimal privacy protection of mobility data: a predictive approach
E Molina, M Fiacchini, S Cerf, B Robu
22nd IFAC World Congress 2023, 2023
22023
Adaptive Power Control for Sober High-Performance Computing
I Hawila, S Cerf, R Bleuse, S Perarnau, E Rutten
2022 IEEE Conference on Control Technology and Applications (CCTA), 403-410, 2022
22022
Toward an easy configuration of location privacy protection mechanisms
S Cerf, B Robu, N Marchand, A Boutet, V Primault, SB Mokhtar, ...
Proceedings of the Posters and Demos Session of the 17th International …, 2016
22016
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Articles 1–20