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Enabling Self-management of Component-based High-Performance Scientific Applications

机译:支持基于组件的高性能科学应用的自我管理

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Emerging high-performance parallel/distributed scientific applications and environments are increasingly large, dynamic and complex. As a result, it requires programming systems that enable the applications to detect and dynamically respond to changing requirements, state and execution context by adapting their computational behaviors and interactions. In this paper, we present such a programming system that extends the Common Component Architecture to enable self-management of component-based scientific applications. The programming system separates and categorizes operational requirements of scientific applications, and allows them to be specified and enforced at runtime through re-configuration, optimization and healing of individual components and the application. Two scientific simulations are used to illustrate the system and its self-managing behaviors. A performance evaluation is also presented.
机译:新兴高性能并行/分布式科学应用和环境越来越大,动态和复杂。因此,它需要编程系统,该编程系统使应用程序能够通过调整计算行为和交互来检测和动态地响应更改的要求,状态和执行上下文。在本文中,我们介绍了这样的编程系统,该编程系统扩展了公共组件架构,以实现基于组件的科学应用的自我管理。编程系统分隔并分类科学应用程序的操作要求,并允许将它们在运行时指定和强制执行,通过重新配置,优化和修复各个组件和应用程序。两个科学模拟用于说明系统及其自我管理行为。还提出了绩效评估。

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