Cluster computing environment supporting single system image

Min Choi, DaeWoo Lee, S. Maeng
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引用次数: 2

Abstract

Single system image (SSl) systems have been the mainstay of high-performance computing for many years. SSI requires the integration and aggregation of all types of resources in a cluster to present a single interface to users. We describe a cluster computing environment supporting SSI, constructed through three components: single process space (SPS), process migration, and dynamic load balancing. These components attempt to share all available resources in the cluster among all executing processes, so that the cluster operates like a single node with much more computing power. The most important goal is to combine these constructs in innovative ways for building cluster computing environment for SSI, as well as individually take an approach to improve performance or functionality. Our implementation of process migration has the capability of resolving broken pipe problems and bind errors on server socket reconstruction. We realize SPS based on block PID allocation. We also designed and implemented a dynamic load balancing scheme which resolves the limitations of our previous work by continuously tracing the job resource usage at runtime. The experimental results show that these three constructs for SSI clusters realized scalability, functionality and performance improvement. The cluster computing environment allows these constructs to cooperate implicitly so that they create a synergy effect at the SSI cluster system level and successfully provide a single system image to users and administrators.
支持单系统镜像的集群计算环境
多年来,单系统映像(SSl)系统一直是高性能计算的支柱。SSI要求在集群中集成和聚集所有类型的资源,以向用户呈现单一的接口。我们描述了一个支持SSI的集群计算环境,它通过三个组件构建:单进程空间(SPS)、进程迁移和动态负载平衡。这些组件试图在所有正在执行的进程之间共享集群中的所有可用资源,这样集群就像单个节点一样运行,具有更强的计算能力。最重要的目标是以创新的方式组合这些构造,为SSI构建集群计算环境,并单独采取一种方法来提高性能或功能。我们的进程迁移实现能够在服务器套接字重建时解决管道破裂问题和绑定错误。我们在块PID分配的基础上实现了SPS。我们还设计并实现了一个动态负载平衡方案,通过在运行时持续跟踪作业资源使用情况,解决了我们之前工作的局限性。实验结果表明,这三种结构实现了SSI集群的可扩展性、功能性和性能提升。集群计算环境允许这些构造隐式地协作,以便它们在SSI集群系统级别上创建协同效应,并成功地为用户和管理员提供单个系统映像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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