Design Techniques for the Scalability of Cluster Management Software on Dawning Supercomputers

Bibo Tu, Ming Zou, Jianfeng Zhan, Jianping Fan
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Abstract

Cluster management software has faced more increased scalability challenge with ever enlarged cluster scale. Its good scalability rests with feasible design techniques focusing on hybrid software topologies with partitioning policy, non-blocking I/O multiplexing and message on demand. Design patterns are generic solutions to recurring software design problems, and above three important techniques are abstracted the design pattern of scalable cluster management software in this paper. According to this design pattern, some cluster management tools, such as job scheduling, MPI job launcher and so on, have been designed and applied on Dawning supercomputers. Some results of performance evaluation have shown that good scalability of cluster management software on Dawning supercomputers has benefited from this design pattern.
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曙光超级计算机集群管理软件可扩展性设计技术
随着集群规模的不断扩大,集群管理软件面临着越来越大的可扩展性挑战。其良好的可伸缩性取决于可行的设计技术,这些技术侧重于具有分区策略、非阻塞I/O多路复用和按需消息的混合软件拓扑。设计模式是解决反复出现的软件设计问题的通用解决方案,本文将以上三个重要技术抽象为可扩展集群管理软件的设计模式。根据这种设计模式,设计了作业调度、MPI作业启动器等集群管理工具,并在曙光超级计算机上进行了应用。一些性能评估结果表明,这种设计模式使集群管理软件在曙光超级计算机上具有良好的可扩展性。
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