Distributed Systems

Flotilla: A Scalable, Modular and Resilient Federated Learning Framework for Heterogeneous Resources
A flexible and lightweight federated learning platform for edge environments with modular strategy support, asynchronous updates, and …
Roopkatha Banerjee, Prince Modi, Jinal Vyas, Abhijit Chunduru, Tejus Chandrashekar, Harsha Varun Marisetty, Manik Gupta, Yogesh Simmhan
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Privacy-Preserving Content Moderation via Federated MapReduce
Distributed hate-speech detection on Twitter and Reddit using federated learning and MapReduce.