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Modeling and optimization of energy supply and demand for portable reconfigurable electronic systems.

机译:便携式可重构电子系统的能源供需建模和优化。

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摘要

Portable devices, such as mobile phones, personal digital assistants, notebooks, etc., have become an indispensable part of our daily life. Mobility requires energy autonomy, which is achieved with the use of batteries. Due to stringent size and weight requirements, batteries do not last sufficiently long under high-power loads, counteracting many of the perceived benefits of mobile computing and communications. Consequently, energy efficiency has become one of the key design challenges.; This dissertation studies two different approaches toward the design a set of interdependent tasks, executed by the system, as a time-varying load on the battery. We assume that the system can operate at multiple supply voltages and clock frequencies. The goal is to develop algorithms for energy-aware task scheduling, exploiting the capability of changing the supply voltage and the clock frequency. Automated optimization of energy efficiency for battery-powered systems is inadequate without accurate predictions of the available energy, i.e. the lifetime of the battery, under a given load. Therefore, a key component of this effort involves the development of a robust model of battery behavior and efficient methods for predicting battery lifetime.; The second part of this dissertation explores hardware-software cosynthesis for reconfigurable processors, with energy efficiency as the main objective. Hardware components in such processors can be reconfigured to respond to changes in user demands. Reconfigurability allows for system flexibility, thus reducing product volatility, time-to-market and cost of development and manufacturing. Even though hardware programmability offers a variety of benefits, the reconfiguration cost in terms of power dissipation and delay is the key factor limiting system performance. To address energy and delay issues associated with reconfiguration, we develop a method for binding user program blocks either to a software execution unit or to a reconfigurable hardware execution unit, accounting explicitly for energy and delay penalties due to both computations and configurations. In addition, we describe the organization of the reconfigurable hardware space that allows for simple dynamic placement and routing of hardware objects, and propose an efficient method for reducing the amount of reconfiguration during routing in such environment.
机译:便携式设备,例如手机,个人数字助理,笔记本电脑等,已成为我们日常生活中不可或缺的一部分。出行需要能量自主权,这可以通过使用电池来实现。由于严格的尺寸和重量要求,电池在高功率负载下不能持续足够长的时间,抵消了移动计算和通信带来的许多好处。因此,能源效率已成为关键的设计挑战之一。本文研究了两种不同的方法来设计一组相互依赖的任务,这些任务由系统执行,作为电池的时变负载。我们假设系统可以在多个电源电压和时钟频率下工作。目的是开发利用能源意识任务调度的算法,从而利用改变电源电压和时钟频率的能力。如果没有准确预测可用能量,即在给定负载下的电池寿命,则无法自动优化电池供电系统的能源效率。因此,这项工作的关键组成部分包括开发可靠的电池行为模型和预测电池寿命的有效方法。本文的第二部分探讨了可重构处理器的硬件-软件综合,以能源效率为主要目标。可以重新配置此类处理器中的硬件组件,以响应用户需求的变化。可重新配置性具有系统灵活性,从而减少了产品的波动性,缩短了产品上市时间并降低了开发和制造成本。即使硬件可编程性提供了许多好处,但在功耗和延迟方面的重新配置成本仍然是限制系统性能的关键因素。为了解决与重新配置相关的能耗和延迟问题,我们开发了一种将用户程序块绑定到软件执行单元或可重新配置的硬件执行单元的方法,明确考虑了由于计算和配置而导致的能耗和延迟损失。此外,我们描述了可重配置硬件空间的组织结构,该结构允许对硬件对象进行简单的动态放置和路由,并提出了一种有效的方法来减少此类环境中路由过程中的重配置量。

著录项

  • 作者

    Rakhmatov, Daler N.;

  • 作者单位

    The University of Arizona.;

  • 授予单位 The University of Arizona.;
  • 学科 Engineering Electronics and Electrical.; Computer Science.
  • 学位 Ph.D.
  • 年度 2002
  • 页码 p.1993
  • 总页数 287
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

  • 入库时间 2022-08-17 11:46:14

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