Access content directly

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.
27
Documents
Current affiliations
  • 104752
  • 410272
  • 432644
Researcher identifiers
Contact

Publications

Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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
Image document

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