… -based video offloading and resource allocation algorithm in … video analytics framework
for blockchain-enabled IoV with MEC scenario, where video offloading and resource allocation …

… service to video consumers, this paper proposes a cloud-based video transcoding system
to … online video applications. A number of attempts have been made on the problem of video …

… further boost the system efficiency of heterogeneous resources. Thus, we study a video
analytics pipeline system with vertical and horizontal resource collaboration across device-edge-…

… The exhaustive method (EM) is used to generate optimal task offloading and resource
allocation schemes, which validate the advantages of our proposed algorithm Uoa. The …

… His research interests include quality of experience analysis for video streaming, video
analytics, and deep learning for computer vision. He was a recipient of the Intel India Ph.D. …

… by the availability of computing resources. In order to … video analytics tasks upon
crowdsourcing. We propose a dual ascent-based method to determine appropriate video analytics …

… video analytics tasks require both high accuracy and low latency, existing detection models
are often too heavy to run in real time on resource… hinders efficient resource allocation and …

… the manual annotation and the analytics by those recruited … capture the resource-quality
trade-off for video analytics, since … as well as workers for video analytics, we formulate a non-…

… [26] developed a mechanism for task offloading and radio resource allocation in a MEC
environment. The main goal of the proposed solution was to minimize energy consumption while …

… -time video analytics based … video frames of mobile devices are continuous changing, which
makes the corresponding tasks arrival uncertain. To achieve energy-efficient video analytics …