Sophie Cerf

According to our database, Sophie Cerf authored at least 15 papers between 2016 and 2023.

Collaborative distances:

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

2023

React to the Worst: Lightweight and Proactive Protection of Location Privacy.

Emilio Molina, Mirko Fiacchini, Sophie Cerf, Bogdan Robu

IEEE Control. Syst. Lett., 2023

2022

A robust control-theory-based exploration strategy in deep reinforcement learning for virtual network embedding.

Ghina Dandachi, Sophie Cerf, Yassine Hadjadj Aoul, Abdelkader Outtagarts, Éric Rutten

Comput. Networks, 2022

Adaptive Power Control for Sober High-Performance Computing.

Ismail Hawila, Sophie Cerf, Raphaël Bleuse, Swann Perarnau, Éric Rutten

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

2021

Automatic Privacy and Utility Preservation for Mobility Data: A Nonlinear Model-Based Approach.

Sophie Cerf, Sara Bouchenak, Bogdan Robu, Nicolas Marchand, Vincent Primault, Sonia Ben Mokhtar, Antoine Boutet, Lydia Y. Chen

IEEE Trans. Dependable Secur. Comput., 2021

Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach.

Sophie Cerf, Raphaël Bleuse, Valentin Reis, Swann Perarnau, Éric Rutten

Proceedings of the Euro-Par 2021: Parallel Processing, 2021

2020

Event-Based Control for Online Training of Neural Networks.

Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand

IEEE Control. Syst. Lett., 2020

2019

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).

Sophie Cerf

PhD thesis, 2019

Robust Anomaly Detection on Unreliable Data.

Zilong Zhao, Sophie Cerf, Robert Birke, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

Feedback Control for Online Training of Neural Networks.

Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand

Proceedings of the 2019 IEEE Conference on Control Technology and Applications, 2019

2018

Can Adaptive Feedforward Control Improve Operation of Cloud Services?

Ioan Doré Landau, Jaime Saavedra, Sophie Cerf, Bogdan Robu, Nicolas Marchand, Sara Bouchenak

Proceedings of the 26th Mediterranean Conference on Control and Automation, 2018

Dynamic Modeling of Location Privacy Protection Mechanisms.

Sophie Cerf, Sonia Ben Mokhtar, Sara Bouchenak, Nicolas Marchand, Bogdan Robu

Proceedings of the Distributed Applications and Interoperable Systems, 2018

A Control-Theoretic Approach for Location Privacy in Mobile Applications.

Sophie Cerf, Bogdan Robu, Nicolas Marchand, Sonia Ben Mokhtar, Sara Bouchenak

Proceedings of the IEEE Conference on Control Technology and Applications, 2018

2017

PULP: Achieving Privacy and Utility Trade-Off in User Mobility Data.

Sophie Cerf, Vincent Primault, Antoine Boutet, Sonia Ben Mokhtar, Robert Birke, Sara Bouchenak, Lydia Y. Chen, Nicolas Marchand, Bogdan Robu

Proceedings of the 36th IEEE Symposium on Reliable Distributed Systems, 2017

2016

Toward an Easy Configuration of Location Privacy Protection Mechanisms.

Sophie Cerf, Bogdan Robu, Nicolas Marchand, Antoine Boutet, Vincent Primault, Sonia Ben Mokhtar, Sara Bouchenak

Proceedings of the Posters and Demos Session of the 17th International Middleware Conference, 2016

Cost function based event triggered Model Predictive Controllers application to Big Data Cloud services.

Sophie Cerf, Mihaly Berekmeri, Bogdan Robu, Nicolas Marchand, Sara Bouchenak

Proceedings of the 55th IEEE Conference on Decision and Control, 2016