Back to Search Start Over

A Power- and Performance-Aware Software Framework for Control System Applications.

Authors :
Giardino, Michael
Klawitter, Eric
Ferri, Bonnie
Ferri, Aldo
Source :
IEEE Transactions on Computers. Oct2020, Vol. 69 Issue 10, p1544-1555. 12p.
Publication Year :
2020

Abstract

This article describes the development of a software architectural framework for implementing compute-aware control systems, where the term “compute-aware” describes controllers that can modify existing low-level computing platform power managers in response to the needs of the physical system controller. This level of interaction means that high-level decisions can be made as to when to operate the computing platform in a power-savings mode or a high-performance mode in response to situation awareness of the physical system. The framework is demonstrated experimentally on a mobile robot platform. In this example, a situation-aware governor is developed that adjusts the speed of the processor based on the physical performance of the robot as it traverses a path through obstacles. The results show that the situation-aware governor results in overall power savings of up to 38.9 percent with 1.3 percent degradation in performance compared to the static high-power strategy. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189340
Volume :
69
Issue :
10
Database :
Academic Search Index
Journal :
IEEE Transactions on Computers
Publication Type :
Academic Journal
Accession number :
145693351
Full Text :
https://doi.org/10.1109/TC.2020.2978468