Performance Improvement of Federated Learning Server using Smart NIC

Naoki Shibahara, Michihiro Koibuchi, Hiroki Matsutani

Federated learning is a distributed machine learning approach where local weight parameters trained by clients locally are aggregated as global parameters by a server. The global p…