Publications LIRIS pour Sara Bouchenak (23)

• 2026 (1)
• Conferences (1)
• International conferences with peer review (1)
•  Silvia Grosso, Samuele Fonio, Mirko Polato, Roberto Esposito & Sara Bouchenak (2026). "When Curvature Counts: Hyperbolic Geometry in Prototype-Based Image Classification". European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 24 avril 2026, Bruges (Belgium), pp. 511-516. doi : 10.14428/esann/2026.ES2026-214. HAL : hal-05538796. .
• 2025 (4)
• Journals (1)
• International journals with peer review (1)
•  Nawel Benarba & Sara Bouchenak (2025). "Bias in Federated Learning: A Comprehensive Survey". ACM Computing Surveys, vol. 57, #11, p. 291. doi : 10.1145/3735125. HAL : hal-05093158. .
• Conferences (2)
• International conferences with peer review (2)
•  Nawel Benarba, Mathieu Chevalier, Sara Bouchenak, Benjamin Bertin & Olivier Jung (2025). "Anomaly Detection in Energy Performance Certificates – From Oblivious to Enlightened". 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S), 26 juin 2025, Naples (Italy), pp. 8-14. doi : 10.1109/DSN-S65789.2025.00035. HAL : hal-05252374.
•  Samuele Fonio, Silvia Grosso & Sara Bouchenak (2025). "Non-Euclidean Geometries for Prototype-Based Image Classification: a Reality Check". Proceedings of the 4th Italian Conference on Big Data and Data Science (ITADATA 2025), 11 septembre 2025, Torino (Italy). HAL : hal-05557672. .
• Others (1)
•  Silvia Grosso, Nawel Benarba, Sara Bouchenak, Roberto Esposito & Mirko Polato (2025). "A Survey on Multimodal Federated Learning". doi : 10.1007/s00521-025-11815-0. HAL : hal-05366356. .
• 2024 (4)
• Journals (2)
• International journals with peer review (2)
•  Yasmine Djebrouni, Nawel Benarba, Ousmane Touat, Pasquale De Rosa, Sara Bouchenak, Angela Bonifati, Pascal Felber, Vania Marangozova & Valerio Schiavoni (2024). "Bias Mitigation in Federated Learning for Edge Computing". Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 7, #4, pp. 1-35. doi : 10.1145/3631455. HAL : hal-04394438. .
•  Fatima Elhattab, Sara Bouchenak & Cédric Boscher (2024). "PASTEL: Privacy-Preserving Federated Learning in Edge Computing". Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 7, #4, pp. 1-29. doi : 10.1145/3633808. HAL : hal-04394133. .
• Conferences (1)
• International conferences with peer review (1)
•  Cédric Boscher, Nawel Benarba, Fatima Elhattab & Sara Bouchenak (2024). "Personalized Privacy-Preserving Federated Learning". Proceedings of the 25th International Middleware Conference, 6 décembre 2024, Hong Kong (China), pp. 454-466. doi : 10.1145/3652892.3700785. HAL : hal-04770214. .
• Others (1)
•  Yasmine Djebrouni, Vania Marangozova & Sara Bouchenak (2024). "Dataset for Characterizing Distributed Machine Learning Workloads on Apache Spark". Dataset for the paper Characterizing Distributed Machine Learning Workloads on Apache Spark. doi : 10.5281/zenodo.14151075. HAL : hal-04781721.
• 2023 (2)
• Journals (1)
• International journals with peer review (1)
•  Sophie Cerf, Bogdan Robu, Nicolas Marchand & Sara Bouchenak (2023). "Privacy protection control for mobile apps users". Control Engineering Practice, vol. 134, May, p. 105456. doi : 10.1016/j.conengprac.2023.105456. HAL : hal-03977386. .
• Conferences (1)
• International conferences with peer review (1)
•  Yasmine Djebrouni, Isabelly Rocha, Sara Bouchenak, Lydia Chen, Pascal Felber, Vania Marangozova & Valerio Schiavoni (2023). "Characterizing Distributed Machine Learning Workloads on Apache Spark". Middleware '23: 24th International Middleware Conference, 15 décembre 2023, Bologna (Italy), pp. 151-164. doi : 10.1145/3590140.3629112. HAL : hal-04399409.
• 2021 (1)
• Journals (1)
• International journals with peer review (1)
•  Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar & Lydia Chen (2021). "Enhancing Robustness of On-line Learning Models on Highly Noisy Data". IEEE Transactions on Dependable and Secure Computing, vol. 18, #5, pp. 2177-2192. doi : 10.1109/TDSC.2021.3063947. ArXiv : 2103.10824. HAL : hal-03752315. .
• 2019 (2)
• Conferences (2)
• International conferences with peer review (2)
•  Besma Khalfoun, Mohamed Maouche, Sonia Ben Mokhtar & Sara Bouchenak (2019). "MOOD : MObility Data Privacy as Orphan Disease". COMPAS, Biarritz (France). HAL : hal-03339301. .
•  Besma Khalfoun, Mohamed Maouche, Sonia Ben Mokhtar & Sara Bouchenak (2019). "MooD: MObility Data Privacy as Orphan Disease -Experimentation and Deployment Paper". ACM/IFIP/USENIX International Middleware Conference, 9 décembre 2019, Califonia (United States of America). doi : 10.1145/3361525.3361542. HAL : hal-02355325. .
• 2018 (4)
• Journals (1)
• International journals with peer review (1)
•  Sophie Cerf, Sara Bouchenak, Bogdan Robu, Nicolas Marchand, Vincent Primault, Sonia Ben Mokhtar, Antoine Boutet & Lydia Y. Chen (2018). "Automatic Privacy and Utility Preservation of Mobility Data: A Nonlinear Model-Based Approach". IEEE Transactions on Dependable and Secure Computing, pp. 1-14. doi : 10.1109/TDSC.2018.2884470. HAL : hal-01910687. .
• Conferences (3)
• International conferences with peer review (3)
•  Rafael Pires, David Goltzsche, Sonia Ben Mokhtar, Sara Bouchenak, Antoine Boutet, Pascal Felber, Rüdiger Kapitza, Marcelo Pasin & Valerio Schiavoni (2018). "CYCLOSA: Decentralizing Private Web Search Through SGX-Based Browser Extensions". ICDCS 2018 - 38th IEEE International Conference on Distributed Computing Systems, 5 juillet 2018, Vienne (Austria), pp. 467-477. doi : 10.1109/ICDCS.2018.00053. HAL : hal-01882430. .
•  Vincent Primault, Mohamed Maouche, Antoine Boutet, Sonia Ben Mokhtar, Sara Bouchenak & Lionel Brunie (2018). "ACCIO: How to Make Location Privacy Experimentation Open and Easy". ICDCS 2018 - 38th IEEE International Conference on Distributed Computing Systems, 5 juillet 2018, Vienna (Austria), pp. 896-906. doi : 10.1109/ICDCS.2018.00091. HAL : hal-01784557. .
•  Vasily A. Sartakov, Stefan Brenner, Sonia Ben Mokhtar, Sara Bouchenak, Gaël Thomas & Rüdiger Kapitza (2018). "EActors: fast and flexible trusted computing using SGX". MIDDLEWARE 2018: 19th International Conference on Middleware, 14 décembre 2018, Rennes (France), pp. 187-200. doi : 10.1145/3274808.3274823. HAL : hal-01962431.
• 2017 (2)
• Conferences (1)
• International conferences with peer review (1)
•  Sophie Cerf, Vincent Primault, Antoine Boutet, Sonia Ben Mokhtar, Robert Birke, Sara Bouchenak, Lydia Chen, Nicolas Marchand & Bogdan Robu (2017). "PULP: Achieving Privacy and Utility Trade-off in User Mobility Data". SRDS 2017 - 36th IEEE International Symposium on Reliable Distributed Systems, 29 septembre 2017, Hong Kong (Hong Kong, SAR China), pp. 164-173. HAL : hal-01578635. .
• Book edition (books, chapters, seminars, congress, special numbers) (1)
•  Alexandru Iosup, Xiaoyun Zhu, Arif Merchant, Eva Kalyvianaki, Martina Maggio, Simon Spinner, Tarek Abdelzaher, Ole Mengshoel & Sara Bouchenak (2017). "Self-Awareness of Cloud Applications". Self-Aware Computing Systems, pp. 575-610. ArXiv : 1611.00323. HAL : hal-01990147. .
• 2016 (2)
• Journals (1)
• International journals with peer review (1)
•  Damián Serrano, Sara Bouchenak, Yousri Kouki, Frederico Alvares De Oliveira Jr., Thomas Ledoux, Jonathan Lejeune, Julien Sopena, Luciana Arantes & Pierre Sens (2016). "SLA guarantees for cloud services". Future Generation Computer Systems, vol. 54, pp. 233-246. doi : 10.1016/j.future.2015.03.018. HAL : hal-01162654.
• Book edition (books, chapters, seminars, congress, special numbers) (1)
•  Andrea Bondavalli, Sara Bouchenak & Hermann Kopetz (2016). "Cyber-Physical Systems of Systems". HAL : hal-01990144.
• 2015 (1)
• Book edition (books, chapters, seminars, congress, special numbers) (1)
•  Alysson Bessani & Sara Bouchenak (2015). "Distributed Applications and Interoperable Systems". Springer International Publishing. doi : 10.1007/978-3-319-19129-4. HAL : hal-01775023. .

Publications hors LIRIS pour Sara Bouchenak (10)

• 2021 (1)
• Others (1)
•  Yasmine Djebrouni, Sara Bouchenak & Khalid Benabdeslem (2021). "Collecting and Characterizing Distributed Machine Learning Workloads". HAL : hal-03343275. .
• 2013 (2)
• Conferences (2)
• International conferences with peer review (1)
•  Mihaly Berekmeri, Sara Bouchenak, Bogdan Robu & Nicolas Marchand (2013). "Modeling and Control of MapReduce Systems". ComPAS 2013 - Conférence d'informatique en Parallélisme, Architecture et Système, 18 janvier 2013, Grenoble (France), n/c. HAL : hal-00940292. .
• National conferences with peer review (1)
•  Yousri Kouki, Thomas Ledoux, Damián Serrano, Sara Bouchenak, Jonathan Lejeune, Luciana Arantes, Julien Sopena & Pierre Sens (2013). "SLA et qualité de service pour le Cloud Computing". Conférence d'informatique en Parallélisme, Architecture et Système, ComPAS 2013, 18 janvier 2013, Grenoble (France), pp. 1-11. HAL : hal-00764951.
• 2011 (1)
• Journals (1)
• International journals with peer review (1)
•  Luc Malrait, Sara Bouchenak & Nicolas Marchand (2011). "Experience with ConSer: A System for Server Control Through Fluid Modeling". IEEE Transactions on Computers, vol. 60, #7, pp. 951-963. doi : 10.1109/TC.2010.164. HAL : hal-00480859. .
• 2009 (1)
• Journals (1)
• International journals with peer review (1)
•  Christophe Taton, Noel De Palma, Sara Bouchenak & Daniel Hagimont (2009). "Improving the performances of JMS-based applications". International Journal of Autonomic Computing, vol. 1, #1, pp. 81-102. doi : 10.1504/IJAC.2009.024501. HAL : hal-00949564.
• 2008 (1)
• Reports (1)
• Research reports/tecnical reports (1)
•  Christophe Taton, Sara Bouchenak, Noël De Palma & Daniel Hagimont (2008). "Self-Optimization of Internet Services with Dynamic Resource Provisioning". Research report, #RR-6575. p. 32. HAL : inria-00294071. .
• 2006 (3)
• Conferences (3)
• International conferences with peer review (2)
•  Sara Bouchenak, Noël De Palma, Daniel Hagimont, Sacha Krakowiak & Christophe Taton (2006). "Autonomic Management of Internet Services: Experience with Self-Optimization". ICAC'06, 16 juin 2006, Dublin (Ireland), pp. 309-310. doi : 10.1109/ICAC.2006.1662420. HAL : hal-00688868.
•  Sara Bouchenak, Noel De Palma, Daniel Hagimont & Christophe Taton (2006). "Autonomic Management of Clustered Applications". IEEE International Conference on Cluster Computing}, 28 septembre 2006, Barcelone (Spain). doi : 10.1109/CLUSTR.2006.311842. HAL : hal-00684406.
• National conferences with peer review (1)
•  Benoit Claudel, Noel De Palma, Renaud Lachaize, Sara Bouchenak & Daniel Hagimont (2006). "Une approche architecturale pour l'auto-protection de système répartis". 5ème Conférence Française sur les Systèmes d'Exploitation, 6 octobre 2006, Perpignan (France). HAL : hal-00701443.
• 2001 (1)
• HDR, thesis (1)
• Thesis (1)
•  Sara Bouchenak (2001). "Mobilité et persistance des applications dans l'environnement Java". HAL : tel-00004669. .