Saira Bano

According to our database, Saira Bano authored at least 10 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., May, 2023

How Generative Models Improve LOS Estimation in 6G Non-Terrestrial Networks.

Saira Bano, Achilles Machumilane, Pietro Cassarà, Alberto Gotta

CoRR, 2023

A Federated Channel Modeling System using Generative Neural Networks.

Saira Bano, Pietro Cassarà, Nicola Tonellotto, Alberto Gotta

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

2022

Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks.

Saira Bano, Achilles Machumilane, Lorenzo Valerio, Pietro Cassarà, Alberto Gotta

CoRR, 2022

FedTCS: Federated Learning with Time-based Client Selection to Optimize Edge Resources.

Saira Bano, Nicola Tonellotto, Pietro Cassarà, Alberto Gotta

Proceedings of the Short Paper Proceedings of the First International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks (AI6G 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI2022), 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, Claudio Gallicchio, Davide Bacciu

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Drivers Stress Identification in Real-World Driving Tasks.

Saira Bano, Nicola Tonellotto, Alberto Gotta

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

KafkaFed: Two-Tier Federated Learning Communication Architecture for Internet of Vehicles.

Saira Bano, Nicola Tonellotto, Pietro Cassarà, Alberto Gotta

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

A Novel Approach to Distributed Model Aggregation using Apache Kafka.

Saira Bano, Emanuele Carlini, Pietro Cassarà, Massimo Coppola, Patrizio Dazzi, Alberto Gotta

Proceedings of the FRAME@HPDC 2022: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, 2022

2021

PhD Forum Abstract: Efficient Computing and Communication Paradigms for Federated Learning Data Streams.

Saira Bano

Proceedings of the IEEE International Conference on Smart Computing, 2021