An Optimal Real-Time Voltage and Frequency Scaling for Uniform Multiprocessors
August 2012 • Presentation
Presents the Growing Minimum Frequency (GMF) algorithm for voltage and frequency scaling in uniform multiprocessors for real-time systems.
Software Engineering Institute
DOI (Digital Object Identifier):10.1184/R1/6571943.v1
Power consumption is an increasing concern in real-time systems that operate on battery power or require heat dissipation to keep the system at its operating temperature. Today, most processors allow software to change their frequency and voltage of operation to reduce their power consumption. Frequency scaling in real-time systems must be done in a way that ensures that the tasks' deadlines are met.
This material was presented at the IEEE International Conference on Embedded and Real-Time Computing Systems and Applications in Seoul, Korea. It introduces the Growing Minimum Frequency (GMF) algorithm for voltage and frequency scaling in uniform multiprocessors for real-time systems. This algorithm runs in polynomial time and computes the optimal voltage and frequency assignment, achieving better power efficiency than previous algorithms. Evaluation shows up to to 30% improvement in power efficiency over previous algorithms.