在网格环境中实现自主元调度

Yanbin Liu, S. M. Sadjadi, L. Fong, I. Rodero, David Villegas, Selim Kalayci, N. Bobroff, Juan Carlos Martínez
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引用次数: 9

摘要

网格计算支持在一组协作组织之间共享的计算资源上执行工作负载。网格计算工作负载管理的核心是一个软件组件,称为元调度器或网格资源代理,它在异构网格中间件、调度器和资源之上提供一个虚拟层。元调度器通常使最终用户和应用程序能够通过使用同一元调度器的一个或多个实例,分别以集中式或分布式的方式竞争分布式共享资源。我们提出了一种通过使用一种新的通信协议来实现自主元调度的方法,如果不同的元调度程序或使用它们的应用程序采用这种通信协议,可以改善工作负载的执行,同时避免潜在的混乱,这可能导致对资源的盲目竞争。这可以通过允许元调度器和/或它们的应用程序参与一个进程来协商它们的角色(例如,消费者、提供者或两者)、调度策略、服务水平协议等来实现。为了展示我们的方法的可行性,我们开发了一个原型,该原型支持在三个不同的元调度程序(即GridWay、eNANOS和tdwb)之间进行一些初步的自主管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enabling Autonomic Meta-Scheduling in Grid Environments
Grid computing supports workload execution on computing resources that are shared across a set of collaborative organizations. At the core of workload management for grid computing is a software component, called meta-scheduler or grid resource broker, that provides a virtual layer on top of heterogeneous grid middleware, schedulers, and resources. Meta-schedulers typically enable end-users and applications to compete over distributed shared resources through the use of one or more instances of the same meta-scheduler, in a centralized or distributed manner, respectively. We propose an approach to enabling autonomic meta-scheduling through the use of a new communication protocol that -if adopted by different meta-schedulers or by the applications using them- can improve the workload execution while avoiding potential chaos, which can be resulted from blind competition over resources. This can be made possible by allowing the meta- schedulers and/or their applications to engage in a process to negotiate their roles (e.g., consumer, provider, or both), scheduling policies, service-level agreement, etc. To show the feasibility of our approach, we developed a prototype that enables some preliminary autonomic management among three different meta-schedulers, namely, GridWay, eNANOS, andTDWB.
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