Vss: A storage system for video analytics

B Haynes, M Daum, D He, A Mazumdar… - Proceedings of the …, 2021 - dl.acm.org
We present a new video storage system (VSS) designed to decouple high-level video
operations from the low-level details required to store and efficiently retrieve video data. VSS …

Towards cloud-edge collaborative online video analytics with fine-grained serverless pipelines

M Zhang, F Wang, Y Zhu, J Liu, Z Wang - Proceedings of the 12th ACM …, 2021 - dl.acm.org
The ever-growing deployment scale of surveillance cameras and the users' increasing
appetite for real-time queries have urged online video analytics. Synergizing the virtually …

Video analytics-killer app for edge computing

G Ananthanarayanan, V Bahl, L Cox, A Crown… - Proceedings of the 17th …, 2019 - dl.acm.org
The world is witnessing an unprecedented increase in camera deployment. The USA and
UK, for instance, have one camera for every 8 people. Video analytics from these cameras …

Application-aware IoT camera virtualization for video analytics edge computing

SY Jang, Y Lee, B Shin, D Lee - 2018 IEEE/ACM Symposium …, 2018 - ieeexplore.ieee.org
Video analytics edge computing exploiting IoT cameras has gained high attention. Running
such tasks on the network edge is very challenging since video and image processing are …

Towards performance clarity of edge video analytics

Z Xiao, Z Xia, H Zheng, BY Zhao… - 2021 IEEE/ACM …, 2021 - ieeexplore.ieee.org
Edge video analytics is becoming the solution to many safety and management tasks. Its
wide deployment, however, must first address the tension between inference accuracy and …

EdgeBOL: a bayesian learning approach for the joint orchestration of vRANs and mobile edge AI

JA Ayala-Romero, A Garcia-Saavedra… - IEEE/ACM …, 2023 - ieeexplore.ieee.org
Future mobile networks need to support intelligent services which collect and process data
streams at the network edge, so as to offer real-time and accurate inferences to users …

[HTML][HTML] The influence of websites user engagement on the development of digital competitive advantage and digital brand name in logistics startups

DP Sakas, DP Reklitis, NT Giannakopoulos… - European Research on …, 2023 - Elsevier
Logistics startups gradually rely on digital marketing strategies to acquire a competitive
advantage. The main aim of Logistics startups is to increase their digital brand name and …

Edge-based video analytics: A survey

M Hu, Z Luo, A Pasdar, YC Lee, Y Zhou… - arXiv preprint arXiv …, 2023 - arxiv.org
Edge computing has been getting a momentum with ever-increasing data at the edge of the
network. In particular, huge amounts of video data and their real-time processing …

A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones

L Zeng, H Chen, D Feng, X Zhang… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
Accurate navigation is of paramount importance to ensure flight safety and efficiency for
autonomous drones. Recent research starts to use Deep Neural Networks (DNN) to …

Cost-efficient continuous edge learning for artificial intelligence of things

L Jia, Z Zhou, F Xu, H Jin - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The accelerating convergence of artificial intelligence (AI) and Internet of Things (IoT) has
sparked a recent wave of interest in Artificial Intelligence of Things (AIoT). By exploiting the …