A Novel Approach to Distributed Model Aggregation using Apache Kafka
Author:
Affiliation:
1. University of Pisa & ISTI, CNR, Pisa, Italy
2. ISTI-CNR, Pisa, Italy
3. ISTI-CNR & CNIT, Pisa, Italy
Funder
EU Horizon 2020 Teaching
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3526059.3533621
Reference19 articles.
1. TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence
2. Saira Bano Nicola Tonellotto Pietro Cassarà and Alberto Gotta. 2022. KafkaFed: Two-Tier Federated Learning Communication Architecture for Internet of Vehicles. In 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops). IEEE NY 515--520. https://doi.org/10.1109/PerComWorkshops53856.2022.9767510 Saira Bano Nicola Tonellotto Pietro Cassarà and Alberto Gotta. 2022. KafkaFed: Two-Tier Federated Learning Communication Architecture for Internet of Vehicles. In 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops). IEEE NY 515--520. https://doi.org/10.1109/PerComWorkshops53856.2022.9767510
3. Valerio De Caro Saira Bano Achilles Machumilane Alberto Gotta Pietro Cassarà Antonio Carta Rudy Semola Christos Sardianos Christos Chronis Iraklis Varlamis etal 2022. AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. In IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops). IEEE IEEE NY 1--6. Valerio De Caro Saira Bano Achilles Machumilane Alberto Gotta Pietro Cassarà Antonio Carta Rudy Semola Christos Sardianos Christos Chronis Iraklis Varlamis et al. 2022. AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. In IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops). IEEE IEEE NY 1--6.
4. A Distributed Message Delivery Infrastructure for Connected Vehicle Technology Applications
5. Federated learning framework for mobile edge computing networks;Fantacci R.;IET Transactions on Intelligence Technology,2020
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