FedSA: A staleness-aware asynchronous Federated Learning algorithm with non-IID data
Ming Chen, Bingcheng Mao, Tianyi Ma
Topics & Concepts
Computer scienceAsynchronous communicationKey (lock)Federated learningIndependent and identically distributed random variablesHyperparameterOverhead (engineering)Robustness (evolution)Asynchrony (computer programming)AlgorithmMachine learningArtificial intelligenceDistributed computingRandom variableBiochemistryChemistryComputer networkComputer securityGeneOperating systemStatisticsMathematicsPrivacy-Preserving Technologies in DataStochastic Gradient Optimization TechniquesMachine Learning and ELM