A cross-layer approach to heterogeneity and reliability

Daniel W. Williams, Aprotim Sanyal, Dan Upton, Jason Mars, S. Ghosh, K. Hazelwood
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引用次数: 6

Abstract

As modern hardware becomes increasingly complex, it becomes more difficult to create efficient software for common computing workloads. One way to manage this complexity is to employ holistic solutions that consider multiple layers of hardware and software in conjunction, allowing software to adapt and react to changing conditions at run time. This paper focuses on lightweight modifications to commodity hardware that enable virtual execution environments to help solve problems in the areas of power, reliability, security, and performance. We present our experimental simulation framework, which enables us to explore the design space of hardware/software collaboration, and we demonstrate its ability to produce simplified, reactive solutions to two emerging computing problems. First, we improve heterogeneous process migration with hardware feedback, and second, we use hardware information to respond to voltage emergencies (di/dt) in software. These symbiotic design approaches illustrate the simple nature yet significant potential of cross-layer, reactive solutions.
异构和可靠性的跨层方法
随着现代硬件变得越来越复杂,为常见的计算工作负载创建高效的软件变得越来越困难。管理这种复杂性的一种方法是采用整体解决方案,将多层硬件和软件结合在一起,允许软件在运行时适应和响应不断变化的条件。本文主要关注对商用硬件的轻量级修改,这些修改使虚拟执行环境能够帮助解决电源、可靠性、安全性和性能方面的问题。我们展示了我们的实验模拟框架,它使我们能够探索硬件/软件协作的设计空间,并且我们展示了它能够为两个新出现的计算问题提供简化的反应性解决方案。首先,我们利用硬件反馈改进异构进程迁移,其次,我们利用硬件信息在软件中响应电压紧急情况(di/dt)。这些共生设计方法说明了跨层反应性解决方案的简单性质和巨大潜力。
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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