FedRich: Towards efficient federated learning for heterogeneous clients using heuristic scheduling
He Yang, Wei Xi, Zizhao Wang, Yuhao Shen, Xinyuan Ji, Cerui Sun, Jizhong Zhao
Topics & Concepts
Computer scienceScheduling (production processes)Benchmark (surveying)Machine learningPersonalizationScalabilitySophisticationHeuristicIndependent and identically distributed random variablesStatisticDistributed computingArtificial intelligenceData miningMathematical optimizationDatabaseStatisticsMathematicsRandom variableSocial scienceSociologyGeographyGeodesyWorld Wide WebPrivacy-Preserving Technologies in DataMobile Crowdsensing and CrowdsourcingGeriatric Care and Nursing Homes