Multiprocessor Online Scheduling of Hard-Real-Time Tasks
IEEE Transactions on Software Engineering
Data driven signal processing: an approach for energy efficient computing
ISLPED '96 Proceedings of the 1996 international symposium on Low power electronics and design
Aided and Automatic Target Recognition Based Upon Sensory Inputs From Image Forming Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Real-time dynamic voltage scaling for low-power embedded operating systems
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
Parallel Algorithms and Architectures
Parallel Algorithms and Architectures
Energy-Aware Runtime Scheduling for Embedded-Multiprocessor SOCs
IEEE Design & Test
A power-aware, satellite-based parallel signal processing scheme
Power aware computing
A scheduling model for reduced CPU energy
FOCS '95 Proceedings of the 36th Annual Symposium on Foundations of Computer Science
Energy efficient CMOS microprocessor design
HICSS '95 Proceedings of the 28th Hawaii International Conference on System Sciences
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)
Dynamic and Aggressive Scheduling Techniques for Power-Aware Real-Time Systems
RTSS '01 Proceedings of the 22nd IEEE Real-Time Systems Symposium
Toward the placement of power management points in real-time applications
Compilers and operating systems for low power
Proceedings of the 2004 Asia and South Pacific Design Automation Conference
Power-Aware Scheduling for AND/OR Graphs in Real-Time Systems
IEEE Transactions on Parallel and Distributed Systems
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Dynamic Mapping in Energy Constrained Heterogeneous Computing Systems
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Application-Specific Power-Aware Workload Allocation for Voltage Scalable MPSoC Platforms
ICCD '05 Proceedings of the 2005 International Conference on Computer Design
Just In Time Dynamic Voltage Scaling: Exploiting Inter-Node Slack to Save Energy in MPI Programs
SC '05 Proceedings of the 2005 ACM/IEEE conference on Supercomputing
A control theoretic approach to run-time energy optimization of pipelined processing in MPSoCs
Proceedings of the conference on Design, automation and test in Europe: Proceedings
Power optimizations for the MLCA using dynamic voltage scaling
SCOPES '05 Proceedings of the 2005 workshop on Software and compilers for embedded systems
Synchronization-driven dynamic speed scaling for MPSoCs
Proceedings of the 2006 international symposium on Low power electronics and design
ACM Transactions on Design Automation of Electronic Systems (TODAES)
IEEE Transactions on Computers
Feedback fuzzy-DVS scheduling of control tasks
The Journal of Supercomputing
A control theoretic approach to energy-efficient pipelined computation in MPSoCs
ACM Transactions on Embedded Computing Systems (TECS) - Special Section LCTES'05
Bounding energy consumption in large-scale MPI programs
Proceedings of the 2007 ACM/IEEE conference on Supercomputing
Stochastic DVS-based dynamic power management for soft real-time systems
Microprocessors & Microsystems
Just-in-time dynamic voltage scaling: Exploiting inter-node slack to save energy in MPI programs
Journal of Parallel and Distributed Computing
An Energy-Efficient Scheduling Algorithm for Real-Time Tasks
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
Power-Aware Bus Coscheduling for Periodic Realtime Applications Running on Multiprocessor SoC
Transactions on High-Performance Embedded Architectures and Compilers II
Adagio: making DVS practical for complex HPC applications
Proceedings of the 23rd international conference on Supercomputing
Toward the optimal configuration of dynamic voltage scaling points in real-time applications
Journal of Computer Science and Technology
Leakage-Aware Multiprocessor Scheduling
Journal of Signal Processing Systems
Minimizing Energy Consumption for Precedence-Constrained Applications Using Dynamic Voltage Scaling
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Energy-Aware Scheduling of Flow Applications on Master-Worker Platforms
Euro-Par '09 Proceedings of the 15th International Euro-Par Conference on Parallel Processing
Real-time static voltage scaling on multiprocessors
PDCS '07 Proceedings of the 19th IASTED International Conference on Parallel and Distributed Computing and Systems
A feedback-based approach to DVFS in data-flow applications
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
An optimal solution for the heterogeneous multiprocessor single-level voltage-setup problem
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Dynamic slack allocation algorithms for energy minimization on parallel machines
Journal of Parallel and Distributed Computing
Trade-offs between voltage scaling and processor shutdown for low-energy embedded multiprocessors
SAMOS'07 Proceedings of the 7th international conference on Embedded computer systems: architectures, modeling, and simulation
HiPC'07 Proceedings of the 14th international conference on High performance computing
An energy-balanced task scheduling heuristic for heterogeneous wireless sensor networks
HiPC'08 Proceedings of the 15th international conference on High performance computing
Stochastic approximation control of power and tardiness in a three-tier web-hosting cluster
Proceedings of the 7th international conference on Autonomic computing
Feedback fuzzy-PI control dynamic voltage scaling for real-time control tasks
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Leakage-aware dynamic scheduling for real-time adaptive applications on multiprocessor systems
Proceedings of the 47th Design Automation Conference
Assigning real-time tasks to heterogeneous processors by applying ant colony optimization
Journal of Parallel and Distributed Computing
Leakage-aware multiprocessor scheduling for low power
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Battery aware dynamic scheduling for periodic task graphs
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Green Task Scheduling Algorithms with Speeds Optimization on Heterogeneous Cloud Servers
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems
Journal of Parallel and Distributed Computing
Cooperative energy management in distributed wireless real-time systems
Wireless Networks
GREENCOM '11 Proceedings of the 2011 IEEE/ACM International Conference on Green Computing and Communications
A QoS Guaranteed Cache Design for Environment Friendly Computing
GREENCOM '11 Proceedings of the 2011 IEEE/ACM International Conference on Green Computing and Communications
Stochastic DFS for multiprocessor scheduling of cyclic taskgraphs
PDCAT'04 Proceedings of the 5th international conference on Parallel and Distributed Computing: applications and Technologies
A promise theory approach to collaborative power reduction in a pervasive computing environment
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
Dynamic voltage scaling for real-time scheduling of multimedia tasks
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
Rolling-horizon scheduling for energy constrained distributed real-time embedded systems
Journal of Systems and Software
Optimizing the configuration of dynamic voltage scaling points in real-time applications
PATMOS'05 Proceedings of the 15th international conference on Integrated Circuit and System Design: power and Timing Modeling, Optimization and Simulation
Energy efficient scheduling of parallel tasks on multiprocessor computers
The Journal of Supercomputing
Energy efficient utilization of resources in cloud computing systems
The Journal of Supercomputing
Adaptive energy-efficient scheduling for real-time tasks on DVS-enabled heterogeneous clusters
Journal of Parallel and Distributed Computing
Enhanced Energy-Efficient Scheduling for Parallel Applications in Cloud
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
The Journal of Supercomputing
Energy- and performance-aware scheduling of tasks on parallel and distributed systems
ACM Journal on Emerging Technologies in Computing Systems (JETC)
A global optimal scheduling algorithm for multiprocessor low-power platforms
Proceedings of the 20th International Conference on Real-Time and Network Systems
3E: Energy-efficient elastic scheduling for independent tasks in heterogeneous computing systems
Journal of Systems and Software
Parallel-machine scheduling to minimize tardiness penalty and power cost
Computers and Industrial Engineering
A Novel Energy Saving Approach through Mobile Collaborative Computing Systems
International Journal of Handheld Computing Research
Virtual machine power measuring technique with bounded error in cloud environments
Journal of Network and Computer Applications
Exploring hardware overprovisioning in power-constrained, high performance computing
Proceedings of the 27th international ACM conference on International conference on supercomputing
Heterogeneous makespan and energy-constrained DAG scheduling
Proceedings of the 2013 workshop on Energy efficient high performance parallel and distributed computing
Proceedings of the 50th Annual Design Automation Conference
Sliding-mode control to compensate PVT variations in dual core systems
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
State-of-the-art research study for green cloud computing
The Journal of Supercomputing
Energy-saving self-configuring networked data centers
Computer Networks: The International Journal of Computer and Telecommunications Networking
Energy-Aware Scheduling on Multicore Heterogeneous Grid Computing Systems
Journal of Grid Computing
A heuristic energy-aware approach for hard real-time systems on multi-core platforms
Microprocessors & Microsystems
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The high power consumption of modern processors becomes a major concern because it leads to decreased mission duration (for battery-operated systems), increased heat dissipation, and decreased reliability. While many techniques have been proposed to reduce power consumption for uniprocessor systems, there has been considerably less work on multiprocessor systems. In this paper, based on the concept of slack sharing among processors, we propose two novel power-aware scheduling algorithms for task sets with and without precedence constraints executing on multiprocessor systems. These scheduling techniques reclaim the time unused by a task to reduce the execution speed of future tasks and, thus, reduce the total energy consumption of the system. We also study the effect of discrete voltage/speed levels on the energy savings for multiprocessor systems and propose a new scheme of slack reservation to incorporate voltage/speed adjustment overhead in the scheduling algorithms. Simulation and trace-based results indicate that our algorithms achieve substantial energy savings on systems with variable voltage processors. Moreover, processors with a few discrete voltage/speed levels obtain nearly the same energy savings as processors with continuous voltage/speed, and the effect of voltage/speed adjustment overhead on the energy savings is relatively small.