Sophie Cerf Publications

Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand. Event-Based Control for Online Training of Neural Networks. IEEE Control Systems Letters, IEEE, 2020, 4 (3), pp.773 - 778. ⟨10.1109/LCSYS.2020.2981984⟩. ⟨hal-02509604⟩

Sophie Cerf, Sara Bouchenak, Bogdan Robu, Nicolas Marchand, Vincent Primault, et al.. Automatic Privacy and Utility Preservation of Mobility Data: A Nonlinear Model-Based Approach. IEEE Transactions on Dependable and Secure Computing, Institute of Electrical and Electronics Engineers, 2018, pp.1-14. ⟨10.1109/TDSC.2018.2884470⟩. ⟨hal-01910687⟩

Sophie Cerf, Raphaël Bleuse, Valentin Reis, Swann Perarnau, Eric Rutten. Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach. EURO-PAR 2021 - 27th International European Conference on Parallel and Distributed Computing, Aug 2021, Lisbon, Portugal. pp.1-16. ⟨hal-03259316⟩

Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand. Feedback Control for Online Training of Neural Networks. CCTA 2019 - 3rd IEEE Conference on Control Technology and Applications, Aug 2019, Hong Kong, China. ⟨hal-02115916v2⟩

Zilong Zhao, Sophie Cerf, Robert Birke, Bogdan Robu, Sara Bouchenak, et al.. Robust Anomaly Detection on Unreliable Data. DSN 2019 - 49th IEEE/IFIP International Conference on Dependable Systems and Networks, Jun 2019, Portland, Oregon, United States. ⟨10.1109/DSN.2019.00068⟩. ⟨hal-02056558⟩

Zilong Zhao, Sophie Cerf, Robert Birke, Bogdan Robu, Sara Bouchenak, et al.. Active Learning from Unreliable Data. EuroDW 2019 - 13th EuroSys Doctoral Workshop, Mar 2019, Dresde, Germany. ⟨hal-02045455⟩

Sophie Cerf, Sonia Ben Mokhtar, Sara Bouchenak, Nicolas Marchand, Bogdan Robu. Dynamic Modeling of Location Privacy Protection Mechanisms. 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⟩. ⟨hal-01824641⟩

Ioan Doré Landau, Jaime Saavedra, Sophie Cerf, Bogdan Robu, Nicolas Marchand, et al.. Can Adaptive Feedforward Control Improve Operation of Cloud Services?. MED 2018 - 26th Mediterranean Conference on Control and Automation, Jun 2018, Zadar, Croatia. pp.1-9, ⟨10.1109/MED.2018.8442931⟩. ⟨hal-01910724⟩

Sophie Cerf, Bogdan Robu, Nicolas Marchand, Sonia Mokhtar, Sara Bouchenak. A Control-Theoretic Approach for Location Privacy in Mobile Applications. CCTA 2018 - 2nd IEEE Conference on Control Technology and Applications, Aug 2018, Copenhague, Denmark. pp.1488-1493. ⟨hal-01863625⟩

Sophie Cerf, Vincent Primault, Antoine Boutet, Sonia Ben Mokhtar, Sara Bouchenak, et al.. Données de mobilité : protection de la vie privée vs. utilité des données. ComPAS 2017 - Conférence francophone d'informatique en parallélisme, architecture et système, Jun 2017, Sophia Antipolis, France. ⟨hal-01527666⟩

Sophie Cerf, Vincent Primault, Antoine Boutet, Sonia Ben Mokhtar, Robert Birke, et al.. PULP: Achieving Privacy and Utility Trade-off in User Mobility Data. SRDS 2017 - 36th IEEE International Symposium on Reliable Distributed Systems, Sep 2017, Hong Kong, Hong Kong SAR China. pp.164-173. ⟨hal-01578635⟩

Sophie Cerf, Mihaly Berekmeri, Bogdan Robu, Nicolas Marchand, Sara Bouchenak, et al.. Adaptive Feedforward and Feedback Control for Cloud Services. IFAC WC 2017 - 20th IFAC World Congress, Jul 2017, Toulouse, France. pp.5504 - 5509, ⟨10.1016/j.ifacol.2017.08.1090⟩. ⟨hal-01397666v2⟩

Sophie Cerf, Mihaly Berekmeri, Bogdan Robu, Nicolas Marchand, Sara Bouchenak. Cost Function based Event Triggered Model Predictive Controllers - Application to Big Data Cloud Services. CDC 2016 - 55th IEEE Conference on Decision and Control, Dec 2016, Las Vegas, NV, United States. ⟨hal-01348687⟩

Sophie Cerf, Mihaly Berekmeri, Bogdan Robu, Nicolas Marchand, Sara Bouchenak. Adaptive Optimal Control of MapReduce Performance, Availability and Costs. Feedback Computin 2016 - 11th International Workshop on Feedback Computing, Jul 2016, Wurzburg, Germany. ⟨hal-01331024⟩

Sophie Cerf, Bogdan Robu, Nicolas Marchand, Antoine Boutet, Vincent Primault, et al.. Toward an Easy Configuration of Location Privacy Protection Mechanisms. ACM/IFIP/USENIX Middleware conference, Dec 2016, Trente, Italy. ⟨hal-01376640⟩

Sophie Cerf, Mihaly Berekmeri, Bogdan Robu, Nicolas Marchand, Sara Bouchenak. Towards Control of MapReduce Performance and Availability. DSN 2016 - 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Jun 2016, Toulouse, France. ⟨hal-01316521⟩

Sophie Cerf, Mihaly Berekmeri, Nicolas Marchand, Sara Bouchenak, Bogdan Robu. Adaptive Modelling and Control in Distributed Systems. SRDS 2015 - Phd Forum 34th International Symposium on Reliable Distributed Systems, McGill University, Sep 2015, Montreal, Canada. ⟨hal-01240558⟩

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