Principles of CMOS VLSI design: a systems perspective
Principles of CMOS VLSI design: a systems perspective
Embedded program timing analysis based on path clustering and architecture classification
ICCAD '97 Proceedings of the 1997 IEEE/ACM international conference on Computer-aided design
Voltage scheduling problem for dynamically variable voltage processors
ISLPED '98 Proceedings of the 1998 international symposium on Low power electronics and design
Improving dynamic voltage scaling algorithms with PACE
Proceedings of the 2001 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
A scheduling model for reduced CPU energy
FOCS '95 Proceedings of the 36th Annual Symposium on Foundations of Computer Science
Performance Comparison of Dynamic Voltage Scaling Algorithms for Hard Real-Time Systems
RTAS '02 Proceedings of the Eighth IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS'02)
Collaborative Operating System and Compiler Power Management for Real-Time Applications
RTAS '03 Proceedings of the The 9th IEEE Real-Time and Embedded Technology and Applications Symposium
Uncertainty-based scheduling: energy-efficient ordering for tasks with variable execution time
Proceedings of the 2003 international symposium on Low power electronics and design
Dynamic and Aggressive Scheduling Techniques for Power-Aware Real-Time Systems
RTSS '01 Proceedings of the 22nd IEEE Real-Time Systems Symposium
Operating systems techniques for reducing processor energy consumption
Operating systems techniques for reducing processor energy consumption
Energy-Efficient Policies for Request-Driven Soft Real-Time Systems
ECRTS '04 Proceedings of the 16th Euromicro Conference on Real-Time Systems
Practical PACE for embedded systems
Proceedings of the 4th ACM international conference on Embedded software
Operating System Modifications for Task-Based Speed and Voltage
Proceedings of the 1st international conference on Mobile systems, applications and services
Dynamic voltage scaling for multitasking real-time systems with uncertain execution time
GLSVLSI '06 Proceedings of the 16th ACM Great Lakes symposium on VLSI
A unified practical approach to stochastic DVS scheduling
EMSOFT '07 Proceedings of the 7th ACM & IEEE international conference on Embedded software
Minimizing expected energy consumption in real-time systems through dynamic voltage scaling
ACM Transactions on Computer Systems (TOCS)
PICSEL: measuring user-perceived performance to control dynamic frequency scaling
Proceedings of the 13th international conference on Architectural support for programming languages and operating systems
Evaluation of priority based real time scheduling algorithms: choices and tradeoffs
Proceedings of the 2008 ACM symposium on Applied computing
Expected energy consumption minimization in DVS systems with discrete frequencies
Proceedings of the 2008 ACM symposium on Applied computing
Stochastic DVS-based dynamic power management for soft real-time systems
Microprocessors & Microsystems
ISCA '08 Proceedings of the 35th Annual International Symposium on Computer Architecture
Expected system energy consumption minimization in leakage-aware DVS systems
Proceedings of the 13th international symposium on Low power electronics and design
Low-complexity policies for energy-performance tradeoff in chip-multi-processors
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Energy efficient multiprocessor task scheduling under input-dependent variation
Proceedings of the Conference on Design, Automation and Test in Europe
ACM Transactions on Design Automation of Electronic Systems (TODAES)
International Journal of High Performance Computing Applications
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
Optimal DPM and DVFS for frame-based real-time systems
ACM Transactions on Architecture and Code Optimization (TACO) - Special Issue on High-Performance Embedded Architectures and Compilers
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We study the problem of minimizing energy consumption in real-time embedded systems that execute variable workloads and are equipped with processors having dynamic voltage scaling (DVS) capabilities. This problem is about how to decide tasks' running speeds (speed schedule) before they are scheduled to execute. In this paper, we show that it is possible to incorporate the dynamic behavior of the tasks into the speed schedule to, along with the dynamic slack reclamation technique, minimize the expected (total) energy consumption in the system.