AI-Enhanced Cloud-Edge-Terminal Collaborative Network: Survey, Applications, and Future Directions

H Gu, L Zhao, Z Han, G Zheng… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The cloud-edge-terminal collaborative network (CETCN) is considered as a novel paradigm
for emerging applications owing to its huge potential in providing low-latency and ultra …

[HTML][HTML] A survey on IoT-edge-cloud continuum systems: Status, challenges, use cases, and open issues

P Gkonis, A Giannopoulos, P Trakadas, X Masip-Bruin… - Future Internet, 2023 - mdpi.com
The rapid growth in the number of interconnected devices on the Internet (referred to as the
Internet of Things—IoT), along with the huge volume of data that are exchanged and …

[HTML][HTML] kubeFlower: A privacy-preserving framework for Kubernetes-based federated learning in cloud–edge environments

JM Parra-Ullauri, H Madhukumar… - Future Generation …, 2024 - Elsevier
Federated Learning (FL) enables collaborative model training across edge devices while
preserving data locally. Deploying FL faces challenges due to device heterogeneity. Using …

Enhancing IIoT vision data transmission and processing via spatial difference attention-guided saliency detection

N Jia, X Liu, Y Sun, Z Liu - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
The swift expansion of the Industrial Internet of Things (IIoT) presents formidable challenges
for both data transmission networks and processing units. In this paper, we delve into the …

Employing social participants for timely data collection using pub/sub solutions in dynamic IoT systems

J Yu, A Liu, NN Xiong, S Zhang, T Wang, M Dong - Computer Networks, 2023 - Elsevier
Abstract In Mobile Crowd Sensing (MCS), the platform publishes sensing tasks with the
requirements of location, time and data attributes and hires participants to perform sensing …

Internet of things technology, research, and challenges: a survey

AK Vishwakarma, S Chaurasia, K Kumar… - Multimedia Tools and …, 2024 - Springer
The world of digitization is growing exponentially; data optimization, security of a network,
and energy efficiency are becoming more prominent. The Internet of Things (IoT) is the core …

[HTML][HTML] Dimensionality reduction for images of IoT using machine learning

I Ali, K Wassif, H Bayomi - Scientific Reports, 2024 - nature.com
Sensors, wearables, mobile devices, and other Internet of Things (IoT) devices are
becoming increasingly integrated into all aspects of our lives. They are capable of gathering …

A Literature Review on the Role of Internet of Things, Computer Vision, and Sound Analysis in a Smart Poultry Farm

V Goyal, A Yadav, R Mukherjee - ACS Agricultural Science & …, 2024 - ACS Publications
The rapid growth of human population and frequent changes in environmental conditions
pose challenges in providing nutrient-rich food to the current population. The demand for …

IoT-based data quality and data preprocessing of multinational corporations

N Sirisha, M Gopikrishna, P Ramadevi, R Bokka… - The Journal of High …, 2023 - Elsevier
Increasing numbers of devices that output large amounts of geographically referenced data
are being deployed as the Internet of Things (IoT) continues to expand. Partly as a result of …

Fast Forest Fire Detection and Segmentation Application for UAV-Assisted Mobile Edge Computing System

C Li, G Li, Y Song, Q He, Z Tian, H Xu… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The increased frequency of forest fires in recent years has raised concerns about the high
cost associated with traditional forest fire prevention methods. To address this issue, this …