Microservices-based cloud-edge collaborative condition monitoring platform for smart manufacturing systems
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Production Research"
DOI: 10.1080/00207543.2022.2098075
Abstract: In the context of the Industrial Internet of things (IIoT), large-scale IIoT data is generated, which can be effectively mined to provide valuable information for condition monitoring (CM). However, traditional CM methods cannot meet unprecedented… read more here.
Keywords: condition monitoring; smart manufacturing; cloud edge; edge collaborative ... See more keywords
PPVerifier: A Privacy-Preserving and Verifiable Federated Learning Method in Cloud-Edge Collaborative Computing Environment
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3233024
Abstract: Federated Learning is a distributed machine learning framework, which mainly adopts cloud-edge collaborative computing mode and supports multiple participants to train models without directly sharing local data. However, participants’ sensitive information may still be leaked… read more here.
Keywords: collaborative computing; federated learning; cloud edge; aggregated results ... See more keywords