Optimizing Resource Allocation for Joint AI Model Training and Task Inference in Edge Intelligence Systems
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2020.3036852
Abstract: This letter considers an edge intelligence system where multiple end users (EUs) collaboratively train an artificial intelligence (AI) model under the coordination of an edge server (ES) and the ES in return assists the AI… read more here.
Keywords: edge intelligence; model; inference; task inference ... See more keywords
DNN Deployment, Task Offloading, and Resource Allocation for Joint Task Inference in IIoT
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3192882
Abstract: Joint task inference, which fully utilizes end edge cloud cooperation, can effectively enhance the performance of deep neural network (DNN) inference services in the industrial internet of things (IIoT) applications. In this paper, we propose… read more here.
Keywords: resource; task; dnn deployment; task inference ... See more keywords