Sophie Cerf

According to our database, Sophie Cerf authored at least 24 papers between 2016 and 2026.

Collaborative distances:

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

2026

Autonomic Resource Harvesting in HPC: Control Methods and Their Reusability.

Quentin Guilloteau, Raphaël Bleuse, Sophie Cerf, Bogdan Robu, Rosa Pagano, Éric Rutten

ACM Trans. Auton. Adapt. Syst., June, 2026

Introduction to the Special Issue on Control of Computing Systems.

Sophie Cerf, Alessandro Vittorio Papadopoulos, Éric Rutten

ACM Trans. Auton. Adapt. Syst., June, 2026

A Hybrid Modelling Approach for Hierarchical Control of Structured CPSs.

Simon Bliudze, Sophie Cerf, Olga Kouchnarenko

Proceedings of the Components Operationally: Reversibility and System Engineering: Essays Dedicated to Jean-Bernard Stefani on the Occasion of His 65th Birthday, 2026

2025

Fancy Some Chips for Your TeaStore? Modeling the Control of an Adaptable Discrete System.

Anna Gallone, Simon Bliudze, Sophie Cerf, Olga Kouchnarenko

Proceedings of the Proceedings First Workshop on Adaptable Cloud Architectures, December, 2025

Mitigating Shared Storage Congestion Using Control Theory.

Thomas Collignon, Kouds Halitim, Raphaël Bleuse, Sophie Cerf, Bogdan Robu, Éric Rutten, Lionel Seinturier, Alexandre van Kempen

Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

APU-TrajGen: Adaptive Privacy and Utility Preserving Real-Time Synthetic Trajectory Generation.

Adrian-Silviu Roman, Roland Bolboaca, Sophie Cerf, Piroska Haller, Bogdan Robu

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 29th International Conference KES-2025, 2025

Robust cascade control for variable dimension systems - Application to processors' power capping.

Kouds Halitim, Sophie Cerf, Bogdan Robu

Proceedings of the 2025 European Control Conference, 2025

2024

Making Control in High Performance Computing for Overload Avoidance Adaptive in Time and Job Size.

Rosa Pagano, Sophie Cerf, Bogdan Robu, Quentin Guilloteau, Raphaël Bleuse, Éric Rutten

Proceedings of the IEEE Conference on Control Technology and Applications, 2024

Under Control: A Control Theory Introduction for Computer Scientists.

Quentin Guilloteau, Sophie Cerf, Raphaël Bleuse, Bogdan Robu, Éric Rutten

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024

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