Title
Continuous Frequency Adjustment Technique Based on Dynamic Workload Prediction
Abstract
Real-time embedded systems increasingly rely on dynamic power management to balance between power and performance goals. In this paper, we present a technique for continuous frequency adjustment (CFA) which enables one to adjust the frequency values of various functional blocks in the system at very low granularity so as to minimize energy while meeting a performance constraint. A key feature of the proposed technique is that the workload characteristics for functional blocks are effectively captured at runtime to generate a frequency value that is continuously adjusted, thereby eliminating the delay and energy penalties incurred by transitions between power-saving modes. The workload prediction is accomplished by solving an initial value problem (IVP). Applying CFA to a real-time system in 65 nm CMOS technology, we demonstrate the effectiveness of the proposed technique by reporting 13.6% energy saving under a performance constraint.
Year
DOI
Venue
2008
10.1109/VLSI.2008.98
VLSI Design
Keywords
Field
DocType
cmos integrated circuits,power-saving modes,proposed technique,continuous frequency adjustment,performance constraint,energy saving,initial value problems,functional block,cfa,dynamic power management,cmos technology,dynamic workload prediction,continuous frequency adjustment technique,real-time embedded systems,frequency value,initial value problem,embedded systems,performance goal,energy penalty,real time systems
Workload prediction,Dynamic power management,Computer science,Workload,Electronic engineering,CMOS,Real-time computing,Initial value problem,Granularity
Conference
ISSN
ISBN
Citations 
1063-9667
0-7695-3083-4
11
PageRank 
References 
Authors
0.76
11
2
Name
Order
Citations
PageRank
Hwisung Jung11368.34
Massoud Pedram278011211.32