Jer Shyuan Ng

Reputation-aware Hedonic Coalition Formation for Efficient Serverless Hierarchical Federated Learning

2021 · IEEE Transactions on Parallel and Distributed Systems

Amid growing concerns on data privacy, Federated Learning (FL) has emerged as a promising privacy preserving distributed machine learning paradigm. Given that the FL network is expected to be implemented at scale, several studies have …