基于鲁棒控制理论的多层计算资源管理

Raghavendra Pradyumna Pothukuchi, Sweta Yamini Pothukuchi, P. Voulgaris, J. Torrellas
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引用次数: 0

摘要

多核越来越多地在受限环境中执行,并配备了用于资源管理的控制器。然而,现代多核系统是由多个复杂层构成的,例如硬件层、操作系统层和网络层,每个层都有自己的资源。管理这样一个可扩展和可移植的系统要求我们在每一层都有一个控制器,并且不同的控制器协调它们的操作。我们提出了一种新的方法来建立计算中协调的多层形式控制器。我们考虑了鲁棒控制理论,该理论关注不确定环境下的决策,并选择了流行的结构化奇异值(SSV)控制器。本文首次将鲁棒控制理论应用于计算资源管理。我们在一个真实的多核系统上展示了多电平SSV控制器的有效性。
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Multilayer Compute Resource Management with Robust Control Theory
Multicores increasingly execute in constrained environments, and are being equipped with controllers for resource management. However, modern multicore systems are structured in multiple complex layers, such as the hardware, OS, and networking layers, each with its own resources. Managing such a system scalably and portably requires that we have a controller in each layer, and that the different controllers coordinate their operation. We present a novel methodology to build coordinated multilevel formal controllers in computing. We consider Robust Control Theory, which focuses on decision making in uncertain environments, and pick the popular Structured Singular Value (SSV) controller. This is the first work to utilize Robust Control Theory for compute resource management. We show the effectiveness of multilevel SSV controllers on a real multicore system.
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