内省计算

2017 26th International Conference on Parallel Architectures and Compilation Techniques (PACT) Pub Date : 2017-09-01 DOI:10.1109/PACT.2017.49

Karl Taht, R. Balasubramonian

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引用次数: 0

摘要

我们生活在一个专业任务的时代，从图形到网络和图形处理，再到机器学习等等。虽然硬件加速器迎合了主流需求，但通用设备在运行新软件时总是面临挑战。内省计算侧重于构建一种反馈机制来实时调整动态硬件特性。与大多数先前的工作不同，我们的研究完全是在使用大多数现代英特尔处理器可调硬件资源的真实系统上完成的。

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Introspective Computing

We live in an advent of specialized tasks ranging from graphics, to networking and graph processing, to machine learning and more. While hardware accelerators cater to mainstream demands, general purpose units will always be challenged to run new software. Introspective Computing focuses on building a feedback mechanism to tune dynamic hardware features in real-time. Unlike most prior work, our study is done completely on a real system using hardware resources tunable in most modern Intel processors.

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来源期刊

2017 26th International Conference on Parallel Architectures and Compilation Techniques (PACT)

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