4 papers
Research on Cloud Platform Network Traffic Monitoring and Anomaly Detection System based on Large Language Models
Ze Yang, Yihong Jin, Juntian Liu +3
The rapidly evolving cloud platforms and the escalating complexity of network traffic demand proper network traffic monitoring and anomaly detection to ensure network security and…
Adaptive Fault Tolerance Mechanisms of Large Language Models in Cloud Computing Environments
Yihong Jin, Ze Yang, Xinhe Xu +2
With the rapid evolution of Large Language Models (LLMs) and their large-scale experimentation in cloud-computing spaces, the challenge of guaranteeing their security and efficienc…
Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning
Ze Yang, Yihong Jin, Yihan Zhang +2
The fast development of large language models (LLMs) and popularization of cloud computing have led to increasing concerns on privacy safeguarding and data security of cross-cloud…
Style Transfer: From Stitching to Neural Networks
Xinhe Xu, Zhuoer Wang, Yihan Zhang +5
This article compares two style transfer methods in image processing: the traditional method, which synthesizes new images by stitching together small patches from existing images,…