The Impact of Dynamic Voltage and Frequency Scaling on the Energy Consumption, Schedulability and Predictability of Real-Time Embedded Systems

Doctoral Dissertation
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Abstract

Dynamic Voltage and Frequency Scaling (DVFS) has become an accepted and widespread technique to manage power and energy consumption in general-purpose and embedded systems. The careful selection of voltage levels and operating frequencies through DVFS can result in an efficient system that meets deadline, throughput and other timing constraints, while also maximizing the systemÌøåÀå_s lifetime. However, the misuse of DVFS is also possible, which can result in a system that is either less efficient, or fails to meet timing constraints. In the case of a
hard real-time system, this can result in catastrophic failures.

This dissertation extends the state-of-the-art in several areas with respect to DVFS. First, several algorithms are introduced to manage the impact of voltage transition overhead on hard real-time systems, including reducing the increase in energy and eliminating deadline misses. Jitter constraints are also met through DVFS to increase the stability and predictability of such systems. In addition to a single CPU, a dual-resource system consisting of a CPU and a wireless network interface is also examined. Next, the applicability of DVFS as a power-management technique for real-time 3D graphics applications on portable embedded systems is evaluated and an effective graphics-workload prediction technique used to facilitate DVFS is introduced. Finally, the simulation platform used to evaluate each of the proposed techniques is presented. Many open problems are presented along the way which can serve as starting points for future research.

Attributes

Attribute NameValues
URN
  • etd-12052006-163806

Author Bren Christopher Mochocki
Advisor Bruce A. Bunker
Contributor Christian Poellabauer, Committee Member
Contributor Aaron D Striegel, Committee Member
Contributor Surendar Chandra, Committee Member
Contributor Xiaobo Sharon Hu, Committee Member
Contributor Bruce A. Bunker, Committee Chair
Degree Level Doctoral Dissertation
Degree Discipline Computer Science and Engineering
Degree Name PhD
Defense Date
  • 2006-11-30

Submission Date 2006-12-05
Country
  • United States of America

Subject
  • 3D graphics

  • real-time

  • low-power

  • embedded systems

Publisher
  • University of Notre Dame

Language
  • English

Record Visibility and Access Public
Content License
  • All rights reserved

Departments and Units

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