Dynamic Workflow Planning on Programmable Infrastructure

Wenchao Jiang, Zhiming Zhao, A. Wibisono, P. Grosso, C. D. Laat
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引用次数: 1

Abstract

The Network Service Interface (NSI) has been created as a result of collaborative development of network and application engineers primarily associated with the Research and Education (R&E) community. The NSI allows workflow systems not only to check available service points for a workflow engine to schedule executions, but also to reserve and provide network connections among those service points. The Open Flow technology provides programmability on the network Flow and allows software to define dynamically behaviour of the network. These new features offer data intensive applications new opportunities to optimize the mapping between data Flow patterns and the infrastructure yielding better system level quality. However, they also require the computing support systems effectively capture not only the characteristics of the application workflow but also the controllability of the underlying network. In this paper we discussed the extension of our previous system called Network QoS Planner (NEWQoSPlanner) and investigated how reservation based connection services can be enhanced by dynamic network Flow control. We also discusse how NEWQoSPlanner invokes network services to achieve connection reservation and provisioning, and includes Open Flow to realize dynamic Flow optimization for data intensive workflows.
基于可编程基础架构的动态工作流规划
网络服务接口(NSI)是主要与研究与教育(R&E)社区相关的网络和应用工程师协作开发的结果。NSI不仅允许工作流系统为工作流引擎检查可用的服务点来安排执行,而且还允许在这些服务点之间保留和提供网络连接。开放流技术提供了网络流的可编程性,并允许软件动态定义网络的行为。这些新特性为数据密集型应用程序提供了优化数据流模式和基础设施之间映射的新机会,从而产生更好的系统级质量。然而,这也要求计算支持系统既能有效地捕捉应用工作流的特征,又能有效地捕捉底层网络的可控性。在本文中,我们讨论了之前系统的扩展,称为网络QoS规划器(NEWQoSPlanner),并研究了如何通过动态网络流量控制来增强基于预约的连接服务。我们还讨论了NEWQoSPlanner如何调用网络服务来实现连接保留和供应,并包括Open Flow来实现数据密集型工作流的动态流优化。
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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