Flotilla: A Scalable, Modular and Resilient Federated Learning Framework for Heterogeneous Resources

Abstract

A flexible and lightweight federated learning platform for edge environments with modular strategy support, asynchronous updates, and strong fault tolerance.

Publication
Journal of Parallel and Distributed Computing

I contributed to the design and development of Flotilla, especially around systems architecture, reliability, and large-scale deployment validation.

Abhijit Chunduru
Abhijit Chunduru
Master’s Student

ML Systems and Trustworthy AI at UMass Amherst