Characterizing Distributed Machine Learning Workloads on Apache Spark: (Experimentation and Deployment Paper). - Yasmine Djebrouni; Isabelly Rocha; Sara Bouchenak; Lydia Y. Chen; Pascal Felber; Vania Marangozova; Valerio Schiavoni (Middleware, 2023)

Bias Mitigation in Federated Learning for Edge Computing. - Yasmine Djebrouni; Nawel Benarba; Ousmane Touat; Pasquale De Rosa; Sara Bouchenak; Angela Bonifati; Pascal Felber; Vania Marangozova; Valerio Schiavoni (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Characterizing and Optimizing Distributed Machine Learning Systems : Towards a Multi-Objective Approach. (Caractérisation et Optimisation des Systèmes d'Apprentissage Machine Distribué : Vers une Approche Multi-Objectif). - Yasmine Djebrouni (2024)