6 papers
Research on Enhancing Cloud Computing Network Security using Artificial Intelligence Algorithms
Yuqing Wang, Xiao Yang
Cloud computing environments are increasingly vulnerable to security threats such as distributed denial-of-service (DDoS) attacks and SQL injection. Traditional security mechanisms…
Cloud Computing Energy Consumption Prediction Based on Kernel Extreme Learning Machine Algorithm Improved by Vector Weighted Average Algorithm
Yuqing Wang, Xiao Yang
With the rapid expansion of cloud computing infrastructure, energy consumption has become a critical challenge, driving the need for accurate and efficient prediction models. This…
Research on Edge Computing and Cloud Collaborative Resource Scheduling Optimization Based on Deep Reinforcement Learning
Yuqing Wang, Xiao Yang
This study addresses the challenge of resource scheduling optimization in edge-cloud collaborative computing using deep reinforcement learning (DRL). The proposed DRL-based approac…
Intelligent Resource Allocation Optimization for Cloud Computing via Machine Learning
Yuqing Wang, Xiao Yang
With the rapid expansion of cloud computing applications, optimizing resource allocation has become crucial for improving system performance and cost efficiency. This paper propose…
Design and implementation of a distributed security threat detection system integrating federated learning and multimodal LLM
Yuqing Wang, Xiao Yang
Traditional security protection methods struggle to address sophisticated attack vectors in large-scale distributed systems, particularly when balancing detection accuracy with dat…
Machine Learning-Based Cloud Computing Compliance Process Automation
Yuqing Wang, Xiao Yang
Cloud computing adoption across industries has revolutionized enterprise operations while introducing significant challenges in compliance management. Organizations must continuous…