The Non-IID Data Quagmire of Decentralized Machine Learning

TheNon-IIDDataQuagmireofDecentralizedMachineLearningKevinHsieh12AmarPhanishayee1OnurMutlu32PhillipB.Gibbons2AbstractTheseconstraintsmotivatetheneedforMLtrainingoverwidelydistributeddata(decentraliz...