A switched control scheme to handle quantisation in the design of high-precision computing system components

F. Terraneo, A. Leva, M. Prandini
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Abstract

Over the last years, several problems related to computing systems are being re-considered with a control-centric approach, leading to a system-theoretical component design and assessment, [2, 4]. Notable examples are thread scheduling [3], memory management [7], and time synchronisation [1]. When addressed as control ones, many of said problems reveal a surprisingly similar structure, where the dynamics to be controlled is very simple, and the only source of uncertainty are exogenous disturbances caused by the external environment, other components of the computing system, or any combination thereof. Whenever the quantised nature of controls and measurements is negligible, standard control structures can be devised to compensate for disturbances. However, in high-precision applications, quantisation may become so relevant to cause undesired fluctuations in the controlled variables, and the same structures may not be adequate anymore. Starting from time synchronisation in Wireless Sensor Networks (WSN), a general technique is proposed to solve this issue.
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在设计高精度计算系统组件时,采用了一种处理量化的开关控制方案
在过去的几年里,与计算系统相关的几个问题正在用以控制为中心的方法重新考虑,导致系统理论组件设计和评估,[2,4]。值得注意的例子有线程调度[3]、内存管理[7]和时间同步[1]。当作为控制问题处理时,许多上述问题揭示了令人惊讶的相似结构,其中要控制的动态非常简单,不确定性的唯一来源是由外部环境、计算系统的其他组件或其任何组合引起的外生干扰。只要控制和测量的量化性质可以忽略不计,就可以设计标准控制结构来补偿干扰。然而,在高精度应用中,量化可能变得如此相关,从而导致受控变量的不期望波动,并且相同的结构可能不再足够。从无线传感器网络(WSN)的时间同步出发,提出了一种解决这一问题的通用技术。
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