3 code implementations • NeurIPS 2020 • Avishek Ghosh, Jichan Chung, Dong Yin, Kannan Ramchandran
We address the problem of federated learning (FL) where users are distributed and partitioned into clusters.
no code implementations • 28 Jun 2019 • Swanand Kadhe, Jichan Chung, Kannan Ramchandran
In this paper, we propose an architecture based on 'fountain codes', a class of erasure codes, that enables any full node to 'encode' validated blocks into a small number of 'coded blocks', thereby reducing its storage costs by orders of magnitude.
Cryptography and Security Distributed, Parallel, and Cluster Computing Information Theory Information Theory