边缘计算环境下的资源调度与优化策略研究

Research on Resource Scheduling and Optimization Strategy in Edge Computing Environment

边缘计算作为一种新兴的计算模式,为应对大规模数据处理和低延迟要求提供了有效解决方案。然而,在边缘计算环境下,资源调度与优化面临着很多挑战。为解决网络延迟、节点异构性、安全隐患等方面的问题,文章深入分析了边缘计算环境下的资源调度问题,并提出相应的优化策略。通过实证分析和性能评估,验证了所提出策略在实际边缘计算场景中的有效性,为边缘计算领域的资源管理和性能优化提供了新方法。

As a new computing mode,edge computing provides an effective solution for dealing with large-scale data processing and low latency requirements.However,in the edge computing environment,resource scheduling and optimization are facing many challenges.In order to solve the problems of network delay,node heterogeneity,security risks and other aspects,this paper deeply analyzes the resource scheduling problem in edge computing environment,and proposes corresponding optimization strategies.Through empirical analysis and performance evaluation,the effectiveness of the proposed strategy in actual edge computing scenarios is verified,which provides a new method for resource management and performance optimization in the field of edge computing.