PhD Forum Abstract: Efficient Computing and Communication Paradigms for Federated Learning Data Streams. - Saira Bano (SMARTCOMP, 2021)

A Novel Approach to Distributed Model Aggregation using Apache Kafka. - Saira Bano; Emanuele Carlini; Pietro Cassarà; Massimo Coppola; Patrizio Dazzi; Alberto Gotta (FRAME@HPDC, 2022)

KafkaFed: Two-Tier Federated Learning Communication Architecture for Internet of Vehicles. - Saira Bano; Nicola Tonellotto; Pietro Cassarà; Alberto Gotta (PerCom Workshops, 2022)

Drivers Stress Identification in Real-World Driving Tasks. - Saira Bano; Nicola Tonellotto; Alberto Gotta (PerCom Workshops, 2022)

AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. - Valerio De Caro; Saira Bano; Achilles Machumilane; Alberto Gotta; Pietro Cassarà; Antonio Carta; Rudy Semola; Christos Sardianos; Christos Chronis; Iraklis Varlamis; Konstantinos Tserpes; Vincenzo Lomonaco; et al. (PerCom Workshops, 2022)

FedTCS: Federated Learning with Time-based Client Selection to Optimize Edge Resources. - Saira Bano; Nicola Tonellotto; Pietro Cassarà; Alberto Gotta (AI6G@WCCI, 2022)

Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks. - Saira Bano; Achilles Machumilane; Lorenzo Valerio; Pietro Cassarà; Alberto Gotta (CoRR, 2022)

A Federated Channel Modeling System using Generative Neural Networks. - Saira Bano; Pietro Cassarà; Nicola Tonellotto; Alberto Gotta (VTC2023-Spring, 2023)

How Generative Models Improve LOS Estimation in 6G Non-Terrestrial Networks. - Saira Bano; Achilles Machumilane; Pietro Cassarà; Alberto Gotta (CoRR, 2023)

Artificial intelligence of things at the edge: Scalable and efficient distributed learning for massive scenarios. - Saira Bano; Nicola Tonellotto; Pietro Cassarà; Alberto Gotta (Comput. Commun., 2023)

Variational Autoencoders for Noise Resistant Traffic Generation in B5G Networks. - Saira Bano; Pietro Cassarà; Lorenzo Valerio (MeditCom, 2024)

Early Aggregation Mechanism of SOD128-38 Based on Force Field Parameter of 5-Cyano-Tryptophan. - Mueed Ur Rahman; Saira Bano; Xiaokun Hong; Ruo-Xu Gu; Hai-Feng Chen (J. Chem. Inf. Model., 2024)

Systematic review: Potential effectiveness of educational robotics for 21st century skills development in young learners. - Saira Bano; Kanwal Atif; Syed Atif Mehdi (Educ. Inf. Technol., 2024)

FedCMD: A Federated Cross-modal Knowledge Distillation for Drivers' Emotion Recognition. - Saira Bano; Nicola Tonellotto; Pietro Cassarà; Alberto Gotta (ACM Trans. Intell. Syst. Technol., 2024)

Mobility-Aware Edge-Assisted 5G Communication Framework Analysis for Driver Emotion Recognition. - Pietro Cassarà; Saira Bano; Alberto Gotta (WCNC, 2025)

Natural extension of a Lie algebra A4,18b,|b|≤1, realizations, invariant systems and integrability. - Muhammad Ayub; Saira Bano (Appl. Math. Comput., 2025)