基于服务依赖的容器集群动态负载均衡算法

Jianxin Zhang, Rui Ren, Chengxi Huang, Xiang Fei, Wu Qun, Hongming Cai
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引用次数: 4

摘要

近年来,随着物联网(IoT)的广泛应用,电子商务迅猛发展。为了获得更好的性能和更高的资源利用率,许多服务提供商遵循微服务的原则设计服务,并将其部署在kubernetes等容器集群上。然而,现有的方法无法解决服务依赖问题。服务依赖是将微服务应用于电子商务时引入的一个挑战,服务的性能不仅取决于其后端服务器的处理能力,还取决于它所依赖的提供其功能的其他服务的性能。针对这一问题,本文提出了一种基于kubernetes的动态负载均衡方案,该方案结合服务依赖关系,对请求资源消耗和后端服务器能力给出更准确的描述,从而实现更好的负载均衡。实验结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Service Dependency Based Dynamic Load Balancing Algorithm for Container Clusters
Recently e-business have grown explosively with the widespread of Internet of Things (IoT). To acheive better performance and higher resource utilization, many services providers design their services following the principle of micro service and deploy them on container clusters like kubernetes. However, the existing approaches fail to address service dependency problem. The service dependency is a challenge introduced when micro service is applied for e-business, the performance of a service is not only decided by the processing ability of its backend servers, but also by performance of other serivces it relies on to provide its functionality. To address this, this paper proposes a dynamic load-balancing solution for kubernetes which can combine service dependency to give a more accurate description for request resource consumption and backend server ability, and finally performs a better load balancing. Experimental results are given to validate the performance of proposed solution.
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