一个与应用和平台无关的多核系统运行时管理框架

Graeme M. Bragg, Charles Leech, Domenico Balsamo, James J. Davis, E. Wächter, G. Merrett, G. Constantinides, B. Al-Hashimi
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引用次数: 0

摘要

异构多处理器系统已经增加了复杂性,为各种各样的应用提供高性能和能源效率。这激发了对标准框架的需求,该框架支持在运行时管理在这些处理器上执行的软件应用程序。本文提出了第一个完全应用和平台无关的框架,用于控制和优化软件应用程序和硬件资源的运行时管理方法。这是通过将系统分为三个不同的层来实现的,这些层由API和称为旋钮和监视器的跨层构造连接。提议的框架还支持管理在异构平台上并发执行的应用程序。使用一个基本的运行时控制器和两个异构平台对所提出的框架的操作进行了实验验证,以显示它是如何与应用和平台无关且易于使用的。此外,还演示了通过该框架对并发执行应用程序的管理。最后,实现了两种最近报道的运行时管理方法,以演示框架如何支持它们的操作和比较。该框架引入的能量和延迟开销已经被量化,并且已经发布了一个开源实现。可用网址:https://github.com/PRiME-project/PRiME-Framework
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Application- and Platform-agnostic Runtime Management Framework for Multicore Systems
Heterogeneous multiprocessor systems have increased in complexity to provide both high performance and energy efficiency for a diverse range of applications. This motivates the need for a standard framework that enables the management, at runtime, of software applications executing on these processors. This paper proposes the first fully applicationand platform-agnostic framework for runtime management approaches that control and optimise software applications and hardware resources. This is achieved by separating the system into three distinct layers connected by an API and cross-layer constructs called knobs and monitors. The proposed framework also supports the management of applications that are executing concurrently on heterogeneous platforms. The operation of the proposed framework is experimentally validated using a basic runtime controller and two heterogeneous platforms, to show how it is applicationand platform-agnostic and easy to use. Furthermore, the management of concurrently executing applications through the framework is demonstrated. Finally, two recently reported runtime management approaches are implemented to demonstrate how the framework enables their operation and comparison. The energy and latency overheads introduced by the framework have been quantified and an open-source implementation has been releaseda. aAvailable at: https://github.com/PRiME-project/PRiME-Framework
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