Sophie CERF

Sophie Cerf is a Research Scientist (ISFP) in the Spirals team of the INRIA center of the University of Lille and CRIStAL; and lecturer at the Centrale Lille Institut.

Documents

Current affiliations

104752
410272
432644

Researcher identifiers

sophie-cerf
0000-0003-0122-0796

Contact

Publications

	Application of a predictive method to protect privacy of mobility data Emilio Molina , Mirko Fiacchini , Arthur Goarant , Rémy Raes , Sophie Cerf Control Engineering Practice, 2025, 156, pp.106223. ⟨10.1016/j.conengprac.2024.106223⟩ Journal articles hal-04885266v1
	Privacy protection control for mobile apps users Sophie Cerf , Bogdan Robu , Nicolas Marchand , Sara Bouchenak Control Engineering Practice, 2023, 134 (May), pp.105456. ⟨10.1016/j.conengprac.2023.105456⟩ Journal articles hal-03977386v1
	React to the Worst: Lightweight and proactive protection of location privacy Emilio Molina , Mirko Fiacchini , Sophie Cerf , Bogdan Robu IEEE Control Systems Letters, 2023, 7, pp.2371-2376. ⟨10.1109/LCSYS.2023.3286989⟩ Journal articles hal-04128118v1
	A robust control-theory-based exploration strategy in deep reinforcement learning for virtual network embedding Ghina Dandachi , Sophie Cerf , Yassine Hadjadj-Aoul , Abdelkader Outtagarts , Eric Rutten Computer Networks, 2022, 218, pp.1-27. ⟨10.1016/j.comnet.2022.109366⟩ Journal articles hal-03792078v1
	Event-Based Control for Online Training of Neural Networks Zilong Zhao , Sophie Cerf , Bogdan Robu , Nicolas Marchand IEEE Control Systems Letters, 2020, 4 (3), pp.773-778. ⟨10.1109/LCSYS.2020.2981984⟩ Journal articles hal-02509604v1
	Automatic Privacy and Utility Preservation of Mobility Data: A Nonlinear Model-Based Approach Sophie Cerf , Sara Bouchenak , Bogdan Robu , Nicolas Marchand , Vincent Primault IEEE Transactions on Dependable and Secure Computing, 2018, pp.1-14. ⟨10.1109/TDSC.2018.2884470⟩ Journal articles hal-01910687v1

	Under Control: A Control Theory Introduction for Computer Scientists Quentin Guilloteau , Sophie Cerf , Raphaël Bleuse , Bogdan Robu , Eric Rutten ACSOS 2024 - 5th IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS 2024), Sep 2024, Aahrus, Denmark. pp.1-10 Conference papers hal-04666859v1
	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 CCTA 2024 - 8th IEEE Conference on Control Technology and Applications, Aug 2024, Newcastle Upon Tyne, United Kingdom. pp.1-8 Conference papers hal-04669743v1
	Tutorial: "Under-Control: A Control Theory Introduction for Computer Scientists" Quentin Guilloteau , Sophie Cerf , Eric Rutten , Raphaël Bleuse , Bogdan Robu FlexScience 2024 - 14th workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures, Jun 2024, Pise, Italy. pp.1-2 Conference papers hal-04602298v1
	Optimal privacy protection of mobility data: a predictive approach Emilio Molina , Mirko Fiacchini , Sophie Cerf , Bogdan Robu IFAC WC 2023 - 22nd IFAC World Congress, IFAC, Jul 2023, Yokohama, Japan Conference papers hal-04040962v2
	Combining neural networks and control: potentialities, patterns and perspectives Sophie Cerf , Eric Rutten IFAC 2023 - 22nd World Congress of the International Federation of Automatic Control, International Federation of Automatic Control, Jul 2023, Yokohama, Japan Conference papers hal-04060379v1
	React to the Worst: Efficient and Proactive Protection of Location Privacy Emilio Molina , Mirko Fiacchini , Sophie Cerf , Bogdan Robu CDC 2023 - 62nd IEEE Conference on Decision and Control, IEEE, Dec 2023, Singapore, Singapore Conference papers hal-04459065v1
	Adaptive Power Control for Sober High-Performance Computing Ismail Hawila , Sophie Cerf , Raphaël Bleuse , Swann Perarnau , Eric Rutten CCTA 2022 - 6th IEEE Conference on Control Technology and Applications, Aug 2022, Trieste, Italy. pp.1-8 Conference papers hal-03765849v1
	Playing with power at runtime Raphaël Bleuse , Sophie Cerf , Éric Rutten JCAD 2022 - Journées calcul et données, Oct 2022, Dijon, France. pp.1-27 Conference papers hal-03940588v1
	Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach Sophie Cerf , Raphaël Bleuse , Valentin Reis , Swann Perarnau , Eric Rutten EURO-PAR 2021 - 27th International European Conference on Parallel and Distributed Computing, Aug 2021, Lisbon, Portugal. pp.334-349, ⟨10.1007/978-3-030-85665-6_21⟩ Conference papers hal-03259316v1
	Active Learning from Unreliable Data Zilong Zhao , Sophie Cerf , Robert Birke , Bogdan Robu , Sara Bouchenak EuroDW 2019 - 13th EuroSys Doctoral Workshop, Mar 2019, Dresde, Germany Conference papers hal-02045455v1
	Feedback Control for Online Training of Neural Networks Zilong Zhao , Sophie Cerf , Bogdan Robu , Nicolas Marchand CCTA 2019 - 3rd IEEE Conference on Control Technology and Applications, Aug 2019, Hong Kong, China. ⟨10.1109/CCTA.2019.8920662⟩ Conference papers hal-02115916v2
	Robust Anomaly Detection on Unreliable Data Zilong Zhao , Sophie Cerf , Robert Birke , Bogdan Robu , Sara Bouchenak DSN 2019 - 49th IEEE/IFIP International Conference on Dependable Systems and Networks, Jun 2019, Portland, Oregon, United States. ⟨10.1109/DSN.2019.00068⟩ Conference papers hal-02056558v1
	A Control-Theoretic Approach for Location Privacy in Mobile Applications Sophie Cerf , Bogdan Robu , Nicolas Marchand , Sonia Ben Mokhtar , Sara Bouchenak CCTA 2018 - 2nd IEEE Conference on Control Technology and Applications, Aug 2018, Copenhague, Denmark. pp.1488-1493, ⟨10.1109/CCTA.2018.8511409⟩ Conference papers hal-01863625v1
	Dynamic Modeling of Location Privacy Protection Mechanisms Sophie Cerf , Sonia Ben Mokhtar , Sara Bouchenak , Nicolas Marchand , Bogdan Robu DAIS 2018 - DisCoTec 2018 - 18th IFIP International Conference on Distributed Applications and Interoperable Systems - Held as Part of the 13th International Federated Conference on Distributed Computing Techniques, Jun 2018, Madrid, Spain. pp.26-39, ⟨10.1007/978-3-319-93767-0_3⟩ Conference papers hal-01824641v1
	Can Adaptive Feedforward Control Improve Operation of Cloud Services? Ioan Doré Landau , Jaime Saavedra , Sophie Cerf , Bogdan Robu , Nicolas Marchand MED 2018 - 26th Mediterranean Conference on Control and Automation, Jun 2018, Zadar, Croatia. pp.1-9, ⟨10.1109/MED.2018.8442931⟩ Conference papers hal-01910724v1
	Adaptive Feedforward and Feedback Control for Cloud Services Sophie Cerf , Mihaly Berekmeri , Bogdan Robu , Nicolas Marchand , Sara Bouchenak IFAC WC 2017 - 20th IFAC World Congress, Jul 2017, Toulouse, France. pp.5504 - 5509, ⟨10.1016/j.ifacol.2017.08.1090⟩ Conference papers hal-01397666v2
	Données de mobilité : protection de la vie privée vs. utilité des données Sophie Cerf , Vincent Primault , Antoine Boutet , Sonia Ben Mokhtar , Sara Bouchenak ComPAS 2017 - Conférence francophone d'informatique en parallélisme, architecture et système, Jun 2017, Sophia Antipolis, France Conference papers hal-01527666v1
	PULP: Achieving Privacy and Utility Trade-off in User Mobility Data Sophie Cerf , Vincent Primault , Antoine Boutet , Sonia Ben Mokhtar , Robert Birke SRDS 2017 - 36th IEEE International Symposium on Reliable Distributed Systems, Sep 2017, Hong Kong, Hong Kong SAR China. pp.164-173 Conference papers hal-01578635v1
	Toward an Easy Configuration of Location Privacy Protection Mechanisms Sophie Cerf , Bogdan Robu , Nicolas Marchand , Antoine Boutet , Vincent Primault ACM/IFIP/USENIX Middleware conference, Dec 2016, Trente, Italy Conference papers hal-01376640v1
	Cost Function based Event Triggered Model Predictive Controllers - Application to Big Data Cloud Services Sophie Cerf , Mihaly Berekmeri , Bogdan Robu , Nicolas Marchand , Sara Bouchenak CDC 2016 - 55th IEEE Conference on Decision and Control, Dec 2016, Las Vegas, NV, United States Conference papers hal-01348687v1
	Towards Control of MapReduce Performance and Availability Sophie Cerf , Mihaly Berekmeri , Bogdan Robu , Nicolas Marchand , Sara Bouchenak DSN 2016 - 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Jun 2016, Toulouse, France Conference papers hal-01316521v1
	Adaptive Optimal Control of MapReduce Performance, Availability and Costs Sophie Cerf , Mihaly Berekmeri , Bogdan Robu , Nicolas Marchand , Sara Bouchenak Feedback Computin 2016 - 11th International Workshop on Feedback Computing, Jul 2016, Wurzburg, Germany Conference papers hal-01331024v1
	Adaptive Modelling and Control in Distributed Systems Sophie Cerf , Mihaly Berekmeri , Nicolas Marchand , Sara Bouchenak , Bogdan Robu SRDS 2015 - Phd Forum 34th International Symposium on Reliable Distributed Systems, McGill University, Sep 2015, Montreal, Canada Conference papers hal-01240558v1

	Using Control Theory to Reduce Disk Congestion Caused by Unpredictable I/O in Cloud Computing Thomas Collignon , Sophie Cerf , Alexandre van Kempen Performance and Scalability of Storage Systems (Per3S), May 2024, Paris, France Conference poster hal-04679808v2

	Under Control: A Control Theory Introduction for Computer Scientists Quentin Guilloteau , Sophie Cerf , Eric Rutten , Raphaël Bleuse , Bogdan Robu 2023, pp.1-11 Other publications hal-04460285v1

	Untangling the Critical Minerals Knot: when ICT hits the Energy Transitions Sophie Cerf , Adrien Luxey-Bitri , Clément Quinton , Romain Rouvoy , Thibault Simon 2023 Preprints, Working Papers, ... hal-04709741v1

	Control Theory for Computing Systems: Application to big-data cloud services & location privacy protection Sophie Cerf Systems and Control [cs.SY]. UNIVERSITÉ GRENOBLE ALPES, 2019. English. ⟨NNT : ⟩ Theses tel-02272258v1

Sophie CERF

Publications

Application of a predictive method to protect privacy of mobility data

Privacy protection control for mobile apps users

React to the Worst: Lightweight and proactive protection of location privacy

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

Event-Based Control for Online Training of Neural Networks

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

Under Control: A Control Theory Introduction for Computer Scientists

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

Tutorial: "Under-Control: A Control Theory Introduction for Computer Scientists"

Optimal privacy protection of mobility data: a predictive approach

Combining neural networks and control: potentialities, patterns and perspectives

React to the Worst: Efficient and Proactive Protection of Location Privacy

Adaptive Power Control for Sober High-Performance Computing

Playing with power at runtime

Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach

Active Learning from Unreliable Data

Feedback Control for Online Training of Neural Networks

Robust Anomaly Detection on Unreliable Data

A Control-Theoretic Approach for Location Privacy in Mobile Applications

Dynamic Modeling of Location Privacy Protection Mechanisms

Can Adaptive Feedforward Control Improve Operation of Cloud Services?

Adaptive Feedforward and Feedback Control for Cloud Services

Données de mobilité : protection de la vie privée vs. utilité des données

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

Toward an Easy Configuration of Location Privacy Protection Mechanisms

Cost Function based Event Triggered Model Predictive Controllers - Application to Big Data Cloud Services

Towards Control of MapReduce Performance and Availability

Adaptive Optimal Control of MapReduce Performance, Availability and Costs

Adaptive Modelling and Control in Distributed Systems

Using Control Theory to Reduce Disk Congestion Caused by Unpredictable I/O in Cloud Computing

Under Control: A Control Theory Introduction for Computer Scientists

Untangling the Critical Minerals Knot: when ICT hits the Energy Transitions

Control Theory for Computing Systems: Application to big-data cloud services & location privacy protection