数字化云平台中容器微服务资源优化策略

打开文本图片集

中图分类号：TP3 文献标志码：A

文章编码：1672-7274（2026）02-0062-03

Research on Container Microservice Resource Optimization Strategy inDigital CloudPlatform

LIUDingyi （Aerospace Star Technology Co.，Ltd.（Institute 503），Shijiazhuang O5oooo， China）

Abstract： Aiming at the problems of low container microservice resource utilization and insufcient scheduling efciency in digital cloud platforms，aresource optimization strategy based ondynamic weights is proposed.This strategy comprehensively considers multi-dimensional resource indicators such as CPU，memory，and network bandwidth，and constructs a container resource consumption prediction model and a load balancing scheduling algorithm.Through simulation experiments in the Kubernetes cluster environment， this strategycan improve esource utilization by about 23% and reduce service response latency by about 18% ， which can effectively improve the resource allocation efficiency under microservice architecture.

Keywords： container microservice; resource optimization; Kubernetes; load balancing; cloud native

0 引言

随着云计算技术的快速发展与企业数字化转型的深入推进，容器化技术已成为现代应用部署的主流方式，Docker与Kubernetes等容器编排工具的广泛应用使得微服务架构获得了强有力的技术支撑，数字化云平台作为企业信息化建设的核心基础设施，承载着日益增长的业务应用与数据处理需求，平台中运行的容器实例数量呈指数级增长态势，据统计全球企业级容器部署规模在2024年已突破数十亿个实例。（剩余4143字）