Low-energy intra-task voltage scheduling using static timing analysis
Proceedings of the 38th annual Design Automation Conference
Energy efficient fixed-priority scheduling for real-time systems on variable voltage processors
Proceedings of the 38th annual Design Automation Conference
Hard real-time scheduling for low-energy using stochastic data and DVS processors
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Power optimization of real-time embedded systems on variable speed processors
Proceedings of the 2000 IEEE/ACM international conference on Computer-aided design
A scheduling model for reduced CPU energy
FOCS '95 Proceedings of the 36th Annual Symposium on Foundations of Computer Science
Voltage-Clock-Scaling Adaptive Scheduling Techniques for Low Power in Hard Real-Time Systems
RTAS '00 Proceedings of the Sixth IEEE Real Time Technology and Applications Symposium (RTAS 2000)
Proceedings of the conference on Design, automation and test in Europe
Leakage aware dynamic voltage scaling for real-time embedded systems
Proceedings of the 41st annual Design Automation Conference
Theoretical and practical limits of dynamic voltage scaling
Proceedings of the 41st annual Design Automation Conference
Dynamic voltage scaling for systemwide energy minimization in real-time embedded systems
Proceedings of the 2004 international symposium on Low power electronics and design
Preemption-aware dynamic voltage scaling in hard real-time systems
Proceedings of the 2004 international symposium on Low power electronics and design
System-level energy-efficient dynamic task scheduling
Proceedings of the 42nd annual Design Automation Conference
System-level energy-efficient dynamic task scheduling
Proceedings of the 42nd annual Design Automation Conference
Extending the lifetime of fuel cell based hybrid systems
Proceedings of the 43rd annual Design Automation Conference
Maximizing the lifetime of embedded systems powered by fuel cell-battery hybrids
Proceedings of the 2006 international symposium on Low power electronics and design
System-wide energy minimization for real-time tasks: lower bound and approximation
Proceedings of the 2006 IEEE/ACM international conference on Computer-aided design
Frequency-aware energy optimization for real-time periodic and aperiodic tasks
Proceedings of the 2007 ACM SIGPLAN/SIGBED conference on Languages, compilers, and tools for embedded systems
Proceedings of the conference on Design, automation and test in Europe
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Energy-efficient dynamic task scheduling algorithms for DVS systems
ACM Transactions on Embedded Computing Systems (TECS)
System-wide energy minimization for real-time tasks: Lower bound and approximation
ACM Transactions on Embedded Computing Systems (TECS)
ILP-Based energy minimization techniques for banked memories
ACM Transactions on Design Automation of Electronic Systems (TODAES)
EMSOFT '08 Proceedings of the 8th ACM international conference on Embedded software
A DVS-assisted hard real-time I/O device scheduling algorithm
Real-Time Systems
Minimizing CPU energy in real-time systems with discrete speed management
ACM Transactions on Embedded Computing Systems (TECS)
Dynamic thread and data mapping for NoC based CMPs
Proceedings of the 46th Annual Design Automation Conference
Enhanced reliability-aware power management through shared recovery technique
Proceedings of the 2009 International Conference on Computer-Aided Design
Operating system scheduling for efficient online self-test in robust systems
Proceedings of the 2009 International Conference on Computer-Aided Design
Energy reduction techniques for systems with non-DVS components
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
Energy-aware packet and task co-scheduling for embedded systems
EMSOFT '10 Proceedings of the tenth ACM international conference on Embedded software
Adaptive power management for real-time event streams
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Generalized reliability-oriented energy management for real-time embedded applications
Proceedings of the 48th Design Automation Conference
Variants of priority scheduling algorithms for reducing context-switches in real-time systems
ICDCN'06 Proceedings of the 8th international conference on Distributed Computing and Networking
An experimental evaluation of real-time DVFS scheduling algorithms
Proceedings of the 5th Annual International Systems and Storage Conference
ACM Transactions on Design Automation of Electronic Systems (TODAES)
| Hi-index | 0.00 |
Dynamic voltage scaling (DVS) is a well-known low power design technique that reduces the processor energy by slowing down the DVS processor and stretching the task execution time. But in a DVS system consisting of a DVS processor and multiple devices, slowing down the processor increases the device energy consumption and thereby the system-level energy consumption. In this paper, we present dynamic task scheduling algorithms for periodic tasks that minimize the system-level energy (CPU energy + device standby energy). The algorithms use a combination of (i) optimal speed setting, which is the speed that minimizes the system energy for a specific task, and (ii) limited preemption which reduces the numbers of possible preemptions. For the case when the CPU power and device power are comparable, these algorithms achieve up to 43% energy savings compared to [1], but only up to 12% over the non-DVS scheduling. If the device power is large compared to the CPU power, we show that DVS should not be employed.