Sophie CERF

Sophie Cerf is a Research Scientist (ISFP) in the Ctrl-A team of the INRIA center of the University of Grenoble Alpes and LIG laboratory.
42
Documents
Affiliations actuelles
  • Centre Inria de l'Université Grenoble Alpes
  • Control for Autonomic computing systems (CTRL-A)
  • Laboratoire d'Informatique de Grenoble (LIG)
Identifiants chercheurs
Contact

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-04885266v1
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Autonomic Resource Harvesting in HPC: Control Methods and their Reusability

Quentin Guilloteau , Raphaël Bleuse , Sophie Cerf , Bogdan Robu , Rosa Pagano et al.

ACM Transactions on Autonomous and Adaptive Systems, 2025, pp.1-24. ⟨10.1145/3764590⟩

Article dans une revue hal-05234898v1
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APU-TrajGen: Adaptive Privacy and Utility Preserving Real-Time Synthetic Trajectory Generation

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

Procedia Computer Science, 2025, 270, pp.456-465. ⟨10.1016/j.procs.2025.09.164⟩

Article dans une revue hal-05493405v1
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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-03977386v1
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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-04128118v1
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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-03792078v1
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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-02509604v1
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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-01910687v1
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Fancy Some Chips for Your TeaStore? Modeling the Control of an Adaptable Discrete System

Anna Gallone , Simon Bliudze , Sophie Cerf , Olga Kouchnarenko

WACA 2025 - First Workshop on Adaptable Cloud Architectures, Giuseppe De Palma; Saverio Giallorenzo, Jun 2025, Lille, France. pp.58-78, ⟨10.4204/EPTCS.438.4⟩

Communication dans un congrès hal-05158958v2
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Robust cascade control for variable dimension systems -Application to processors' power capping

Kouds Halitim , Sophie Cerf , Bogdan Robu

ECC 2025 - 23rd European Control Conference, Jun 2025, Thessalonique, Greece. pp.1-8

Communication dans un congrès hal-05117585v1
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Coarse-grain Congestion Regulation Using Control Theory

Thomas Collignon , Kouds Halitim , Raphaël Bleuse , Sophie Cerf , Bogdan Robu et al.

COMPAS 2025 - Conférence francophone d'informatique en Parallélisme, Architecture et Système, Jun 2025, Bordeaux, France. pp.1-10

Communication dans un congrès hal-05075480v1
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Mitigating Shared Storage Congestion Using Control Theory

Thomas Collignon , Kouds Halitim , Raphaël Bleuse , Sophie Cerf , Bogdan Robu et al.

UCC 2025 - 18th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2025), Dec 2025, Nantes (France), France. pp.1-10, ⟨10.1145/3773274.3774277⟩

Communication dans un congrès hal-05368563v1
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Stochastic Model Predictive Control with Direct Feedforward Compensation: Harvesting Idle Resources in High-Performance Computing

Kouds Halitim , Bogdan Robu , Sophie Cerf , Raphaël Bleuse , Éric Rutten

ICSTCC 2025 - International Conference on System Theory, Control and Computing, Oct 2025, Cluj-Napoca, Romania. pp.1-8

Communication dans un congrès hal-05210549v1
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A Hybrid Modelling Approach for Hierarchical Control of Structured CPSs

Simon Bliudze , Sophie Cerf , Olga Kouchnarenko

Components Operationally: Reversibility and System Engineering, Claudio Antares Mezzina; Alan Schmitt, Jun 2025, Lille, France. pp.175-196, ⟨10.1007/978-3-031-99717-4_10⟩

Communication dans un congrès hal-05158948v1
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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-04602298v1
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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-04666859v1
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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-04669743v1
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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-04040962v2
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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-04060379v1
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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-04459065v1
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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-03765849v1
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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-03940588v1
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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-03259316v1
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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-02045455v1
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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-02115916v2
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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-02056558v1
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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-01910724v1
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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-01863625v1
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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-01824641v1
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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-01578635v1
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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-01397666v2
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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-01527666v1
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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-01348687v1
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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-01376640v1
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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-01331024v1
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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-01316521v1
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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-01240558v1