Sophie CERF

34
Documents
Affiliations actuelles
  • Centre Inria de l'Université de Lille
  • Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (CRIStAL)
  • Self-adaptation for distributed services and large software systems (SPIRALS)
Identifiants chercheurs
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Publications

Publications

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Application of a predictive method to protect privacy of mobility data

Emilio Molina , Mirko Fiacchini , Arthur Goarant , Rémy Raes , Sophie Cerf et al.
Control Engineering Practice, 2025, 156, pp.106223. ⟨10.1016/j.conengprac.2024.106223⟩
Article dans une revue hal-04885266 v1
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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⟩
Article dans une revue hal-04128118 v1
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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⟩
Article dans une revue hal-03977386 v1
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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⟩
Article dans une revue hal-03792078 v1
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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⟩
Article dans une revue hal-02509604 v1
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Automatic Privacy and Utility Preservation of Mobility Data: A Nonlinear Model-Based Approach

Sophie Cerf , Sara Bouchenak , Bogdan Robu , Nicolas Marchand , Vincent Primault et al.
IEEE Transactions on Dependable and Secure Computing, 2018, pp.1-14. ⟨10.1109/TDSC.2018.2884470⟩
Article dans une revue hal-01910687 v1
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Coarse-grain Congestion Regulation Using Control Theory

Thomas Collignon , Kouds Halitim , Raphaël Bleuse , Sophie Cerf , Bogdan Robu et al.
Conférence francophone d'informatique en Parallélisme, Architecture et Système (COMPAS 2025), Jun 2025, Bordeaux, France
Communication dans un congrès hal-05075480 v1
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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
Communication dans un congrès hal-04602298 v1
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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
Communication dans un congrès hal-04666859 v1
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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 et al.
CCTA 2024 - 8th IEEE Conference on Control Technology and Applications, Aug 2024, Newcastle Upon Tyne, United Kingdom. pp.1-8
Communication dans un congrès hal-04669743 v1
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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
Communication dans un congrès hal-04040962 v2
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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
Communication dans un congrès hal-04060379 v1
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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
Communication dans un congrès hal-04459065 v1
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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
Communication dans un congrès hal-03765849 v1
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Playing with power at runtime

Raphaël Bleuse , Sophie Cerf , Éric Rutten
JCAD 2022 - Journées calcul et données, Oct 2022, Dijon, France. pp.1-27
Communication dans un congrès hal-03940588 v1
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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⟩
Communication dans un congrès hal-03259316 v1
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Active Learning from Unreliable Data

Zilong Zhao , Sophie Cerf , Robert Birke , Bogdan Robu , Sara Bouchenak et al.
EuroDW 2019 - 13th EuroSys Doctoral Workshop, Mar 2019, Dresde, Germany
Communication dans un congrès hal-02045455 v1
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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⟩
Communication dans un congrès hal-02115916 v2
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Robust Anomaly Detection on Unreliable Data

Zilong Zhao , Sophie Cerf , Robert Birke , Bogdan Robu , Sara Bouchenak et al.
DSN 2019 - 49th IEEE/IFIP International Conference on Dependable Systems and Networks, Jun 2019, Portland, Oregon, United States. ⟨10.1109/DSN.2019.00068⟩
Communication dans un congrès hal-02056558 v1
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Can Adaptive Feedforward Control Improve Operation of Cloud Services?

Ioan Doré Landau , Jaime Saavedra , Sophie Cerf , Bogdan Robu , Nicolas Marchand et al.
MED 2018 - 26th Mediterranean Conference on Control and Automation, Jun 2018, Zadar, Croatia. pp.1-9, ⟨10.1109/MED.2018.8442931⟩
Communication dans un congrès hal-01910724 v1
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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⟩
Communication dans un congrès hal-01824641 v1
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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⟩
Communication dans un congrès hal-01863625 v1
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PULP: Achieving Privacy and Utility Trade-off in User Mobility Data

Sophie Cerf , Vincent Primault , Antoine Boutet , Sonia Ben Mokhtar , Robert Birke et al.
SRDS 2017 - 36th IEEE International Symposium on Reliable Distributed Systems, Sep 2017, Hong Kong, Hong Kong SAR China. pp.164-173
Communication dans un congrès hal-01578635 v1
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Données de mobilité : protection de la vie privée vs. utilité des données

Sophie Cerf , Vincent Primault , Antoine Boutet , Sonia Ben Mokhtar , Sara Bouchenak et al.
ComPAS 2017 - Conférence francophone d'informatique en parallélisme, architecture et système, Jun 2017, Sophia Antipolis, France
Communication dans un congrès hal-01527666 v1
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Adaptive Feedforward and Feedback Control for Cloud Services

Sophie Cerf , Mihaly Berekmeri , Bogdan Robu , Nicolas Marchand , Sara Bouchenak et al.
IFAC WC 2017 - 20th IFAC World Congress, Jul 2017, Toulouse, France. pp.5504 - 5509, ⟨10.1016/j.ifacol.2017.08.1090⟩
Communication dans un congrès hal-01397666 v2
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Toward an Easy Configuration of Location Privacy Protection Mechanisms

Sophie Cerf , Bogdan Robu , Nicolas Marchand , Antoine Boutet , Vincent Primault et al.
ACM/IFIP/USENIX Middleware conference, Dec 2016, Trente, Italy
Communication dans un congrès hal-01376640 v1
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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
Communication dans un congrès hal-01348687 v1
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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
Communication dans un congrès hal-01331024 v1
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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
Communication dans un congrès hal-01316521 v1
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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
Communication dans un congrès hal-01240558 v1
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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
Poster de conférence hal-04679808 v2