一种用于虚拟实例的分布式动态自定义负载平衡算法

Vedang Shah, H. Trivedi
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引用次数: 4

摘要

云计算是最突出的技术之一。云计算背后的基本思想是通过统一和调度计算资源池来分发一系列计算服务,从而最大限度地减少用户的负担,并帮助他们专注于核心业务。这些计算资源托管在虚拟主机上,并由云服务提供商按需分发给用户。为了有效地利用资源,系统地对传入用户流量进行跨虚拟主机的负载均衡是必要的。本文提出了一种分布式动态和自定义负载平衡(ddclb)算法来动态处理Amazon EC2实例的传入用户请求。它还用于根据实例上传入用户请求的负载和实例的CPU利用率动态地向上或向下扩展EC2实例。同时,提出了一种分布式负载平衡架构来支持和实现该算法。提出的算法考虑了正在运行的EC2实例的某些CPU利用率指标,以实现负载平衡、为传入请求提供服务以及向上或向下扩展实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A distributed dynamic and customized load balancing algorithm for virtual instances
Cloud computing is one of the most prominent technologies. The fundamental idea behind cloud computing is to distribute an array of computing services by unifying and scheduling a pool of computing resources, thereby minimizing the burden on the users and helping them focus on their core businesses. These computing resources are hosted on virtual hosts and distributed on-demand to the users by cloud service providers. For efficient resource utilization, systematic load balancing of incoming user traffic across virtual hosts is imperative. In the present work a Distributed Dynamic and Customized Load Balancing (ddclb) algorithm is proposed to dynamically handle the incoming user requests for the Amazon EC2 instances. It is also used to dynamically scale the EC2 instances up or down depending on load of incoming user requests on the instances and the CPU utilization of the instances. Along with it a distributed load balancer architecture is proposed to support and implement the proposed algorithm. The proposed algorithm takes into consideration certain CPU utilization metrics of the running EC2 instances for load balancing, serving the incoming requests and scaling the instances up or down.
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