J Jia, J Liu, C Zhou, H Tian, M Dong… - Concurrency and …, 2024 - Wiley Online Library
While data is distributed in multiple edge devices, federated learning (FL) is attracting more and more attention to collaboratively train a machine learning model without transferring raw …
Semi‐supervised learning (SSL) is a common approach to learning predictive models using not only labeled, but also unlabeled examples. While SSL for the simple tasks of …
G Liu, H Xie, W Wang, H Huang - Journal of Cloud Computing, 2024 - Springer
With the rapid development of the Internet of Medical Things (IoMT) and the increasing concern for personal health, sharing Electronic Medical Record (EMR) data is widely …
Y Li, L Kang, Z Li, F Jiang, N Bi, T Du… - Journal of Cloud …, 2024 - Springer
The increasing popularity of various intelligent sensor and mobile communication technologies has enabled quick health physique sensing, monitoring, collection and …
M Pavithra, M Prakash, V Vennila - Journal of Cloud Computing, 2024 - Springer
Cloud computing technology offers flexible and expedient services that carry a variety of profits for both societies as well as individuals. De-duplication techniques were developed to …
P Li, C Guo, Y Xing, Y Shi, L Feng, F Zhou - Scientific Reports, 2024 - nature.com
Wireless traffic prediction is vital for intelligent cellular network operations, such as load- aware resource management and predictive control. Traditional centralized training …
Q He, H Zhao, Y Feng, Z Wang, Z Ning… - Journal of Cloud …, 2024 - Springer
Powered by data-driven technologies, precision agriculture offers immense productivity and sustainability benefits. However, fragmentation across farmlands necessitates distributed …
M Xue, Y He, P Xie, Z He, X Feng - Journal of Cloud Computing, 2023 - Springer
With the widespread adoption of mobile multimedia devices, the deployment of compute- intensive inference tasks on edge and resource-constrained devices, particularly in the …
X Wang, D Yang, DRJ Dolly, S Chen… - Journal of Cloud …, 2024 - Springer
Research has recently grown on multi-agent systems (MAS) and their coordination and secure cooperative control, for example in the field of edge-cloud computing. MAS offers …