Lightweight Online Profiling-Based Configuration Adaptation for Video Analytics System in Edge Computing
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3004571
Abstract: Video Analytics System has emerged as a promising technology to realize deep neural network based intelligent applications for video streams. Its objective is to maximize the video analytics performance of video streams, such as accuracy,… read more here.
Keywords: video; resource; video analytics; configuration adaptation ... See more keywords
QoI-Aware Configuration Adaptation and Heterogeneous Resource Allocation for Edge Video Analytics
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3528458
Abstract: Edge video analytics enables agile responses of machine-centric applications by streaming videos from end devices to edge servers (ESs) for resource-intensive deep neural network (DNN) inference. Quality of Inference (QoI), reflected by end-to-end analytics delay… read more here.
Keywords: resource allocation; video; configuration adaptation;