Edge AI-driven neural network predictions for replica sync optimization

Zichen Xu, Yucong Dong, Junsheng Lou, Yangyang Wang, Yan Fu

Abstract: Highlights•This paper proposes a new key–value storage system named FlexSync.•Efficient sync strategy for replicas is proposed.•Introducing machine learning to optimize replication sync.•Real-world workloads are used to evaluate the performance of the proposed FlexSync.•Results demonstrated efficiency of FlexSync in terms of sync strategy.