Mitigating Persistent Client Dropout in Asynchronous Decentralized Federated Learning

Ignacy Stępka, Nicholas Gisolfi, Kacper Trębacz +1

We consider the problem of persistent client dropout in asynchronous Decentralized Federated Learning (DFL). Asynchronicity and decentralization obfuscate information about model u…