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Towards Scalable, Efficient and Privacy Preserving Machine Learning

Rania Talbi , Sara Bouchenak
Middleware '18 Doctoral Symposium, Dec 2018, Rennes, France
Poster de conférence hal-01956155v1
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Towards Robust and Bias-free Federated Learning

Ousmane Touat , Sara Bouchenak
3rd Workshop on Machine Learning and Systems (EuroMLSys '23), May 2023, Rome, Italy. pp.49-55, ⟨10.1145/3578356.3592576⟩
Communication dans un congrès hal-04102260v1
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Experiences Implementing Efficient Java Thread Serialization, Mobility and Persistence

Sara Bouchenak , Daniel Hagimont , Sacha Krakowiak , Noel de Palma , Fabienne Boyer
[Research Report] RR-4662, INRIA. 2002
Rapport inria-00071923v1

Empirical Analysis of Bias in Federated Learning

Nawel Benarba , Sara Bouchenak
Conférence francophone d'informatique en Parallélisme, Architecture et Système, Jul 2023, Annecy, France
Communication dans un congrès hal-04394744v1
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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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Experience with ConSer: A System for Server Control Through Fluid Modeling

Luc Malrait , Sara Bouchenak , Nicolas Marchand
IEEE Transactions on Computers, 2011, 60 (7), pp.951-963. ⟨10.1109/TC.2010.164⟩
Article dans une revue hal-00480859v1

Exploratory Study of Privacy Preserving Fraud Detection

Rémi Canillas , Rania Talbi , Sara Bouchenak , Omar Hasan , Lionel Brunie , et al.
Middleware '18 Proceedings of the 19th International Middleware Conference Industry, Dec 2018, Rennes, France. pp.25-31
Communication dans un congrès hal-01956153v1
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EDEN: Enforcing Location Privacy through Re-identification Risk Assessment: A Federated Learning Approach

Besma Khalfoun , Sonia Ben Mokhtar , Sara Bouchenak , Vlad Nitu
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , 2021, 5 (2), pp.68. ⟨10.1145/3463502⟩
Article dans une revue hal-03274635v1
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Application du contrôle pour garantir la performance des systèmes Big Data

Mihaly Berekmeri , Damián Serrano , Sara Bouchenak , Nicolas Marchand , Bogdan Robu
ComPAS 2014 - Conférence francophone d'informatique en parallélisme, architecture et système, Apr 2014, Neuchâtel, Suisse. pp.n/c
Communication dans un congrès hal-00982404v1
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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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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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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

From Autonomic to Self-Self Behaviors: The JADE Experience

Sara Bouchenak , Fabienne Boyer , Benoit Claudel , Noel de Palma , Olivier Gruber , et al.
ACM Transactions on Autonomous and Adaptive Systems, 2011, 6 (4), pp.28:1-22. ⟨10.1145/2019591.2019597⟩
Article dans une revue hal-00949563v1
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MoKa: A System for Modeling and Capacity Planning of Multi-Tier Systems

Jean Arnaud , Sara Bouchenak
[Research Report] RR-6730, INRIA. 2008, pp.36
Rapport inria-00340772v1
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Modélisation et contrôle d'un serveur

Luc Malrait , Sara Bouchenak , Nicolas Marchand
CFSE 2009 - Conférence Française sur les Systèmes d'Exploitation, Sep 2009, Toulouse, France
Communication dans un congrès hal-00676039v1

Une approche architecturale pour l'auto-protection de système répartis

Benoit Claudel , Noel de Palma , Renaud Lachaize , Sara Bouchenak , Daniel Hagimont
5ème Conférence Française sur les Systèmes d'Exploitation, Oct 2006, Perpignan, France
Communication dans un congrès hal-00701443v1

Improving the performances of JMS-based applications

Christophe Taton , Noel de Palma , Sara Bouchenak , Daniel Hagimont
International Journal of Autonomic Computing, 2009, 1 (1), pp.81-102. ⟨10.1504/IJAC.2009.024501⟩
Article dans une revue hal-00949564v1
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Towards Mitigating Poisoning Attacks in Federated Learning

Elhattab Fatima , Rania Talbi , Sara Bouchenak , Vlad Nitu
ComPAS’2021 : Parallélisme/ Architecture/ Système MILC-Lyon, Jul 2021, Lyon, France
Communication dans un congrès hal-03815244v1
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HMC: Robust Privacy Protection of Mobility Data against Multiple Re-Identification Attacks

Mohamed Maouche , Sonia Ben Mokhtar , Sara Bouchenak
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2018, 2 (3), pp.1-25
Article dans une revue hal-01954041v1

Experience with benchmarking dependability and performance of MapReduce systems

Amit Sangroya , Sara Bouchenak , Damián Serrano
Performance Evaluation, 2016, Performance Evaluation, 101, pp.1-19. ⟨10.1016/j.peva.2016.04.001⟩
Article dans une revue hal-01372628v1
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Towards Efficient and Robust BFT Protocols

Lucas Perronne , Sara Bouchenak
Fast Abstract in the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Jun 2016, Toulouse, France
Communication dans un congrès hal-01316523v1
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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

Cyber-Physical Systems of Systems

Andrea Bondavalli , Sara Bouchenak , Hermann Kopetz
2016
Ouvrages hal-01990144v1

Gestion de ressources dans les services Internet

Jean Arnaud , Sara Bouchenak
RenPar'18, CFSE'6, Feb 2008, Fribourg, Suisse
Communication dans un congrès hal-00697480v1

Autonomic Management of Clustered Applications

Sara Bouchenak , Noel de Palma , Daniel Hagimont , Christophe Taton
IEEE International Conference on Cluster Computing}, Sep 2006, Barcelone, Spain. ⟨10.1109/CLUSTR.2006.311842⟩
Communication dans un congrès hal-00684406v1

Autonomic Systems: from Self to Self-Self Behavior

Fabienne Boyer , Sara Bouchenak , Benoît Claudel , Noel de Palma , Olivier Gruber , et al.
ACM Transactions on Autonomous and Adaptive Systems, 2011
Article dans une revue hal-00941374v1
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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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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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Zero Overhead Java Thread Migration

Sara Bouchenak , Daniel Hagimont
[Research Report] RT-0261, INRIA. 2002, pp.33
Rapport inria-00069913v1