Compiler-directed dynamic voltage/frequency scheduling for energy reduction in microprocessors
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Dynamic battery state aware approaches for improving battery utilization
CASES '02 Proceedings of the 2002 international conference on Compilers, architecture, and synthesis for embedded systems
Energy efficient real-time scheduling
Proceedings of the 2001 IEEE/ACM international conference on Computer-aided design
The design, implementation, and evaluation of a compiler algorithm for CPU energy reduction
PLDI '03 Proceedings of the ACM SIGPLAN 2003 conference on Programming language design and implementation
Energy-efficient soft real-time CPU scheduling for mobile multimedia systems
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Intraprogram dynamic voltage scaling: Bounding opportunities with analytic modeling
ACM Transactions on Architecture and Code Optimization (TACO)
Practical voltage scaling for mobile multimedia devices
Proceedings of the 12th annual ACM international conference on Multimedia
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
Efficient behavior-driven runtime dynamic voltage scaling policies
CODES+ISSS '05 Proceedings of the 3rd IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
AutoDVS: an automatic, general-purpose, dynamic clock scheduling system for hand-held devices
Proceedings of the 5th ACM international conference on Embedded software
Speed and voltage selection for GALS systems based on voltage/frequency islands
Proceedings of the 2005 Asia and South Pacific Design Automation Conference
GRACE-1: Cross-Layer Adaptation for Multimedia Quality and Battery Energy
IEEE Transactions on Mobile Computing
Energy-efficient CPU scheduling for multimedia applications
ACM Transactions on Computer Systems (TOCS)
PROPHET: speculative load prediction algorithm for dynamic performance scaling
IWCMC '07 Proceedings of the 2007 international conference on Wireless communications and mobile computing
Minimizing expected energy consumption in real-time systems through dynamic voltage scaling
ACM Transactions on Computer Systems (TOCS)
NWSLite: A general-purpose, nonparametric prediction utility for embedded systems
ACM Transactions on Embedded Computing Systems (TECS)
Proceedings of the conference on Design, automation and test in Europe
Run-time adaptive workload estimation for dynamic voltage scaling
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Workload-aware neuromorphic design of low-power supply voltage controller
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Instruction level and operating system profiling for energy exposed software
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
SmartCap: user experience-oriented power adaptation for smartphone's application processor
Proceedings of the Conference on Design, Automation and Test in Europe
| Hi-index | 0.01 |
An adaptive approach for dynamic voltage scheduling on processors is presented based on workload prediction by filtering a trace history. The effects of update frequency and filtering strategy on the energy savings is analyzed. A performance hit metric is defined and techniques to minimize energy under a given performance requirement are outlined. Our results demonstrate that up to two orders of magnitude energy savings is possible with dynamic voltage scheduling depending on workload statistics.