Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques

R Xu, S Razavi, R Zheng - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
Video, as a key driver in the global explosion of digital information, can create tremendous
benefits for human society. Governments and enterprises are deploying innumerable …

Seer: A Framework for Optimizing Traffic Camera Placement and Deep Learning Inference at the Edge for Vehicle Path Reconstruction

S Jain, K Jain, A Ravindran… - 2024 IEEE/ACM …, 2024 - ieeexplore.ieee.org
Integrating traffic cameras with deep learning facilitates real-time multi-camera vehicle path
reconstruction, benefiting smart city initiatives such as traffic management and public safety …

RETRACTED ARTICLE: Channel allocation and spectrum use in optical networks using machine learning a 5G application analysis

Z Sun - Optical and Quantum Electronics, 2023 - Springer
Allocating and routing resources in optical networks is a critical process that has a major
bearing on the efficiency and scalability of the network's resources. There has been a lot of …

Multi-objective resource optimization for large scale machine learning systems

H Guo - 2024 - ideals.illinois.edu
The recent advancements in machine learning (ML) have marked significant progress
across various fields, delivering high-quality solutions in computer vision, natural language …

Examining the Impact of Machine Learning on Streamlining Data Analysis in Real-Time

R Singh, M Goel, P Bahuguna… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
6G wireless conversation networks are anticipated to be one of the number one subsequent-
era network answers to provide services and studies to users. So that you can fully …