… resources on an edge node are always limited. In this paper, we design a joint video query
scheduling and resource allocation … accommodate real-time video queries on end cameras, …

… the most suitable video analytics offloading configuration and bandwidth allocation scheme,
… Wu, “Provably efficient resource allocation for edge service entities using Hermes,” IEEE/…

… analytics which is capable of optimizing the trade-off among the analytics … video analytics
offloading configuration and bandwidth allocation scheme for a multi-user edge-assisted video …

… MEC system for video analytics application, and the main contributions of this article are
summarized as follows. 1) This article proposes a novel video analytics framework for blockchain…

… to design resource allocation algorithms for data analytics … consider a video surveillance
service where video streams are … We present a network model that allows data analytics tasks to …

… It provides a facial recognition app for video analytics and formulates … the concept of resource
allocation and implement more … Also, we combine different kinds of video analytics models …

… bandwidth and computing resource allocation. The objective … the tradeoff between the video
analytics accuracy and the real… -side video configuration and server-side resource allocation …

… 2) We address the joint resource allocation with network and computation resources and
the split point decision of layer-level split computing for the optimal configuration. …

… resources allocation decisions for arrived queries, to achieve low-latency and accurate video
analytics… Then, we observe that the scheduling and resource allocation for different queries …

… properties of video analytics queries relevant to resource management. Resource-quality …
We describe resource allocation assuming each query to contain only one transform, which …