Apache Airavata作为实验室:基于组件的网关中间件的体系结构和案例研究

S. Marru, M. Pierce, Sudhakar Pamidighantam, Chathuri Wimalasena
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引用次数: 18

摘要

科学网关不仅仅是计算网格和云的用户界面。网关本身就是中间件,为异构计算资源集合(如校园集群、超级计算机、计算云)提供灵活、轻量级的联合,所有这些仍然是许多替代中间件方法面临的挑战。网关还因向计算资源提供科学的以应用程序为中心的接口而不是以资源为中心的视图而闻名。科学网关研究的一个重要挑战是概括特定的科学网关策略,定义一个包含主要网关功能的参考体系结构,同时实现灵活性。这样的参考体系结构还应该启用“平台即服务”方法,以提供通用网关功能的托管版本。本文总结了Apache Airavata软件系统作为科学网关的候选参考体系结构。我们建议使用基于组件的体系结构来包含主要的网关功能(如元数据管理、元调度、执行管理和消息传递)。我们将详细研究此抽象体系结构中的消息传递系统组件,并描述使用第三方消息传递系统软件来替换定制的消息传递系统的重新实现和验证。除了对这个特定组件进行操作验证之外,我们还推断了对整个体系结构的初步验证。整体体系结构中组件实现的灵活性是必不可少的,因为它允许网关中间件作为分布式计算研究的主题,同时也确保我们不会被锁定在网关操作的非最佳实现中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Apache Airavata as a Laboratory: Architecture and Case Study for Component-Based Gateway Middleware
Science gateways are more than user interfaces to computational grids and clouds. Gateways are middleware in their own right, providing flexible, lightweight federations of heterogenous collections of computing resources (such as campus clusters, supercomputers, computational clouds), all of which remain challenges for many alternative middleware approaches. Gateways also are notable for providing science application-centric interfaces to computing resources rather than resource-centric views. An important challenge for science gateway research is to generalize specific science gateway strategies, defining a reference architecture that emcompasses major gateway capabilities while enabling implementation flexibility. Such a reference architecture should also enable "platform as a service" approaches that provide hosted versions of common gateway capabilities. In this paper, we summarize the Apache Airavata software system as a candidate reference architecture for science gateways. We propose the use of a component-based architecture to encompass major gateway capabilities (such as metadata management, meta-scheduling, execution management, and messaging). We examine the messaging system component in this abstract architecture in detail and describe its re-implementation and validation using third party messaging system software to replace a custom-built messaging system. Besides the operational validation of this specific component, we infer a preliminary validation of the overall architecture. The flexibility of component implementations within an overall architecture is essential as it allows gateway middleware to be the subject of distributed computing research for its own sake while also ensuring that we don't get locked into less than optimal implementations for gateway operations.
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