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Type of Document Dissertation Author Mochocki, Bren Christopher Author's Email Address bmochock@nd.edu URN etd-12052006-163806 Title The Impact of Dynamic Voltage and Frequency Scaling on the Energy Consumption, Schedulability and Predictability of Real-Time Embedded Systems Degree Doctor of Philosophy Department Computer Science and Engineering Advisory Committee
Advisor Name Title Bruce A. Bunker Committee Chair Aaron D Striegel Committee Member Christian Poellabauer Committee Member Surendar Chandra Committee Member Xiaobo Sharon Hu Committee Member Keywords
- low-power
- embedded systems
- 3D graphics
- real-time
Date of Defense 2006-11-30 Availability restricted 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 system�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 ahard 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.
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