JOURNAL ARTICLE

FedSA: A staleness-aware asynchronous Federated Learning algorithm with non-IID data

Ming ChenBingcheng MaoTianyi Ma

Year: 2021 Journal:   Future Generation Computer Systems Vol: 120 Pages: 1-12   Publisher: Elsevier BV
Keywords:
Computer science Asynchronous communication Key (lock) Federated learning Independent and identically distributed random variables Hyperparameter Overhead (engineering) Robustness (evolution) Asynchrony (computer programming) Algorithm Machine learning Artificial intelligence Distributed computing Random variable

Metrics

77
Cited By
8.61
FWCI (Field Weighted Citation Impact)
56
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Privacy-Preserving Technologies in Data
Physical Sciences →  Computer Science →  Artificial Intelligence
Stochastic Gradient Optimization Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Machine Learning and ELM
Physical Sciences →  Computer Science →  Artificial Intelligence

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