A static power model for architects
Proceedings of the 33rd annual ACM/IEEE international symposium on Microarchitecture
Energy priority scheduling for variable voltage processors
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Let caches decay: reducing leakage energy via exploitation of cache generational behavior
ACM Transactions on Computer Systems (TOCS)
Real-Time Systems
Drowsy caches: simple techniques for reducing leakage power
ISCA '02 Proceedings of the 29th annual international symposium on Computer architecture
Power optimization of real-time embedded systems on variable speed processors
Proceedings of the 2000 IEEE/ACM international conference on Computer-aided design
Design Challenges of Technology Scaling
IEEE Micro
SODA '03 Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms
Proceedings of the 2002 IEEE/ACM international conference on Computer-aided design
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)
Design methodology for fine-grained leakage control in MTCMOS
Proceedings of the 2003 international symposium on Low power electronics and design
Proceedings of the 2003 international symposium on Low power electronics and design
Energy-aware memory allocation in heterogeneous non-volatile memory systems
Proceedings of the 2003 international symposium on Low power electronics and design
ECRTS '01 Proceedings of the 13th Euromicro Conference on Real-Time Systems
Minimum Energy Fixed-Priority Scheduling for Variable Voltage Processor
Proceedings of the conference on Design, automation and test in Europe
Dynamic and Aggressive Scheduling Techniques for Power-Aware Real-Time Systems
RTSS '01 Proceedings of the 22nd IEEE Real-Time Systems Symposium
Proceedings of the 2003 IEEE/ACM international conference on Computer-aided design
Models and algorithms for bounds on leakage in CMOS circuits
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Procrastination scheduling in fixed priority real-time systems
Proceedings of the 2004 ACM SIGPLAN/SIGBED conference on Languages, compilers, and tools for embedded systems
Dynamic voltage scaling for systemwide energy minimization in real-time embedded systems
Proceedings of the 2004 international symposium on Low power electronics and design
Reducing both dynamic and leakage energy consumption for hard real-time systems
Proceedings of the 2004 international conference on Compilers, architecture, and synthesis for embedded systems
Cooperative multithreading on 3mbedded multiprocessor architectures enables energy-scalable design
Proceedings of the 42nd annual Design Automation Conference
Dynamic slack reclamation with procrastination scheduling in real-time embedded systems
Proceedings of the 42nd annual Design Automation Conference
System-level energy-efficient dynamic task scheduling
Proceedings of the 42nd annual Design Automation Conference
Energy optimal speed control of devices with discrete speed sets
Proceedings of the 42nd annual Design Automation Conference
ASP-DAC '06 Proceedings of the 2006 Asia and South Pacific Design Automation Conference
Procrastination for leakage-aware rate-monotonic scheduling on a dynamic voltage scaling processor
Proceedings of the 2006 ACM SIGPLAN/SIGBED conference on Language, compilers, and tool support for embedded systems
Extending the lifetime of fuel cell based hybrid systems
Proceedings of the 43rd annual Design Automation Conference
High-level power management of embedded systems with application-specific energy cost functions
Proceedings of the 43rd annual Design Automation Conference
An optimal analytical solution for processor speed control with thermal constraints
Proceedings of the 2006 international symposium on Low power electronics and design
Maximizing the lifetime of embedded systems powered by fuel cell-battery hybrids
Proceedings of the 2006 international symposium on Low power electronics and design
Optimized Slowdown in Real-Time Task Systems
IEEE Transactions on Computers
System-wide energy minimization for real-time tasks: lower bound and approximation
Proceedings of the 2006 IEEE/ACM international conference on Computer-aided design
Energy management for real-time embedded systems with reliability requirements
Proceedings of the 2006 IEEE/ACM international conference on Computer-aided design
Temperature-aware leakage minimization technique for real-time systems
Proceedings of the 2006 IEEE/ACM international conference on Computer-aided design
DVSleak: combining leakage reduction and voltage scaling in feedback EDF scheduling
Proceedings of the 2007 ACM SIGPLAN/SIGBED conference on Languages, compilers, and tools for embedded systems
IEEE Transactions on Computers
Minimum-energy LDPC decoder for real-time mobile application
Proceedings of the conference on Design, automation and test in Europe
Energy-efficient real-time task scheduling with task rejection
Proceedings of the conference on Design, automation and test in Europe
Energy efficient DVS schedule for fixed-priority real-time systems
ACM Transactions on Embedded Computing Systems (TECS) - Special Section LCTES'05
Energy optimal speed control of a producer--consumer device pair
ACM Transactions on Embedded Computing Systems (TECS) - Special Section LCTES'05
Dynamic power management with hybrid power sources
Proceedings of the 44th annual Design Automation Conference
PVS: passive voltage scaling for wireless sensor networks
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Energy management of DVS-DPM enabled embedded systems powered by fuel cell-battery hybrid source
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Cache leakage control mechanism for hard real-time systems
CASES '07 Proceedings of the 2007 international conference on Compilers, architecture, and synthesis for embedded systems
Performance optimal processor throttling under thermal constraints
CASES '07 Proceedings of the 2007 international conference on Compilers, architecture, and synthesis for embedded systems
A fuel-cell-battery hybrid for portable embedded systems
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Exploiting synchronous and asynchronous DVS for feedback EDF scheduling on an embedded platform
ACM Transactions on Embedded Computing Systems (TECS)
Approximation algorithm for the temperature-aware scheduling problem
Proceedings of the 2007 IEEE/ACM international conference on Computer-aided design
Proceedings of the 2007 IEEE/ACM international conference on Computer-aided design
Proceedings of the 2007 IEEE/ACM international conference on Computer-aided 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)
Optimality and improvement of dynamic voltage scaling algorithms for multimedia applications
Proceedings of the 45th annual Design Automation Conference
Expected system energy consumption minimization in leakage-aware DVS systems
Proceedings of the 13th international symposium on Low power electronics and design
Dynamic voltage scaling of supply and body bias exploiting software runtime distribution
Proceedings of the conference on Design, automation and test in Europe
Procrastination Scheduling for Fixed-Priority Tasks with Preemption Thresholds
NPC '08 Proceedings of the IFIP International Conference on Network and Parallel Computing
Low-complexity policies for energy-performance tradeoff in chip-multi-processors
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
A DVS-assisted hard real-time I/O device scheduling algorithm
Real-Time Systems
Optimal service level allocation in environmentally powered embedded systems
Proceedings of the 2009 ACM symposium on Applied Computing
Dynamic MIPS rate stabilization in out-of-order processors
Proceedings of the 36th annual international symposium on Computer architecture
Leakage-Aware Multiprocessor Scheduling
Journal of Signal Processing Systems
ICA3PP '09 Proceedings of the 9th International Conference on Algorithms and Architectures for Parallel Processing
Energy-efficiency for multiframe real-time tasks on a dynamic voltage scaling processor
CODES+ISSS '09 Proceedings of the 7th IEEE/ACM international conference on Hardware/software codesign and system synthesis
System-level power management using online learning
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Energy-optimal dynamic thermal management for green computing
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-Efficient Considerations on a Variable-Bitrate PCI-Express Device
Journal of Signal Processing Systems
Energy-efficient real-time scheduling of multimedia tasks on multi-core processors
Proceedings of the 2010 ACM Symposium on Applied Computing
Energy-efficient scheduling on homogeneous multiprocessor platforms
Proceedings of the 2010 ACM Symposium on Applied 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
Brief announcement: flashcrowding in tiled multiprocessors under thermal constraints
Proceedings of the twenty-second annual ACM symposium on Parallelism in algorithms and architectures
Dynamic and leakage energy minimization with soft real-time loop scheduling and voltage assignment
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Temperature- and energy-constrained scheduling in multitasking systems: a model checking approach
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
An overview of achieving energy efficiency in on-chip networks
International Journal of Communication Networks and Distributed Systems
Energy-efficient real-time task scheduling with temperature-dependent leakage
Proceedings of the Conference on Design, Automation and Test in Europe
Temperature-aware idle time distribution for energy optimization with dynamic voltage scaling
Proceedings of the Conference on Design, Automation and Test in Europe
Scheduling for energy efficiency and fault tolerance in hard real-time systems
Proceedings of the Conference on Design, Automation and Test in Europe
Proceedings of the Conference on Design, Automation and Test in Europe
Proceedings of the Conference on Design, Automation and Test in Europe
Proceedings of the Conference on Design, Automation and Test in Europe
Energy-aware packet and task co-scheduling for embedded systems
EMSOFT '10 Proceedings of the tenth ACM international conference on Embedded software
Parametric timing analysis and its application to dynamic voltage scaling
ACM Transactions on Embedded Computing Systems (TECS)
Reliability-aware dynamic energy management in dependable embedded real-time systems
ACM Transactions on Embedded Computing Systems (TECS)
Optimality and improvement of dynamic voltage scaling algorithms for multimedia applications
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Leakage-aware multiprocessor scheduling for low power
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Adaptive power management for real-time event streams
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
Dynamic and adaptive allocation of applications on MPSoC platforms
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
A case for opportunistic embedded sensing in presence of hardware power variability
HotPower'10 Proceedings of the 2010 international conference on Power aware computing and systems
Thermal-aware global real-time scheduling and analysis on multicore systems
Journal of Systems Architecture: the EUROMICRO Journal
Power management schemes for heterogeneous clusters under quality of service requirements
Proceedings of the 2011 ACM Symposium on Applied Computing
Maximizing the lifetime of embedded systems powered by fuel cell-battery hybrids
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Platform synthesis and partitioning of real-time tasks for energy efficiency
Journal of Systems Architecture: the EUROMICRO Journal
Customer-aware task allocation and scheduling for multi-mode MPSoCs
Proceedings of the 48th Design Automation Conference
Reducing total energy for reliability-aware DVS algorithms
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
CODES+ISSS '11 Proceedings of the seventh IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
Modeling the energy consumption for concurrent executions of parallel tasks
Proceedings of the 14th Communications and Networking Symposium
TL-plane-based multi-core energy-efficient real-time scheduling algorithm for sporadic tasks
ACM Transactions on Architecture and Code Optimization (TACO) - HIPEAC Papers
EUC'06 Proceedings of the 2006 international conference on Embedded and Ubiquitous Computing
Combining optimistic and pessimistic DVS scheduling: an adaptive scheme and analysis
Proceedings of the International Conference on Computer-Aided Design
Optimizing quality of service in real-time systems under energy constraints
ACM SIGOPS Operating Systems Review
Quasi-static fault-tolerant scheduling schemes for energy-efficient hard real-time systems
Journal of Systems and Software
Dynamic Cache Reconfiguration for Soft Real-Time Systems
ACM Transactions on Embedded Computing Systems (TECS)
Thermal-aware real-time task scheduling for three-dimensional multicore chip
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Energy- and performance-aware scheduling of tasks on parallel and distributed systems
ACM Journal on Emerging Technologies in Computing Systems (JETC)
Optimization for real-time systems with non-convex power versus speed models
PATMOS'07 Proceedings of the 17th international conference on Integrated Circuit and System Design: power and timing modeling, optimization and simulation
Analytical modeling and simulation of the energy consumption of independent tasks
Proceedings of the Winter Simulation Conference
Energy-aware preemptive scheduling algorithm for sporadic tasks on DVS platform
Microprocessors & Microsystems
Achieving autonomous power management using reinforcement learning
ACM Transactions on Design Automation of Electronic Systems (TODAES)
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Variation-aware voltage level selection
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Temperature-aware idle time distribution for leakage energy optimization
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Employing circadian rhythms to enhance power and reliability
ACM Transactions on Design Automation of Electronic Systems (TODAES)
A survey of pipelined workflow scheduling: Models and algorithms
ACM Computing Surveys (CSUR)
State-of-the-art research study for green cloud computing
The Journal of Supercomputing
Energy-aware design of secure multi-mode real-time embedded systems with FPGA co-processors
Proceedings of the 21st International conference on Real-Time Networks and Systems
Optimal procrastination interval for constrained deadline sporadic tasks upon uniprocessors
Proceedings of the 21st International conference on Real-Time Networks and Systems
A scheduling algorithm to reduce the static energy consumption of multiprocessor real-time systems
Proceedings of the 21st International conference on Real-Time Networks and Systems
Proceedings of the Workshop on Embedded and Cyber-Physical Systems Education
Reachability Analysis of Cost-Reward Timed Automata for Energy Efficiency Scheduling
Proceedings of Programming Models and Applications on Multicores and Manycores
ACM Transactions on Embedded Computing Systems (TECS) - Special Issue on Design Challenges for Many-Core Processors, Special Section on ESTIMedia'13 and Regular Papers
Power-aware fixed priority scheduling for sporadic tasks in hard real-time systems
Journal of Systems and Software
| Hi-index | 0.01 |
A five-fold increase in leakage current is predicted with each technology generation. While Dynamic Voltage Scaling (DVS) is known to reduce dynamic power consumption, it also causes increased leakage energy drain by lengthening the interval over which a computation is carried out. Therefore, for minimization of the total energy, one needs to determine an operating point, called the critical speed. We compute processor slowdown factors based on the critical speed for energy minimization. Procrastination scheduling attempts to maximize the duration of idle intervals by keeping the processor in a sleep/shutdown state even if there are pending tasks, within the constraints imposed by performance requirements. Our simulation experiments show that the critical speed slowdown results in up to 5% energy gains over a leakage oblivious dynamic voltage scaling. Procrastination scheduling scheme extends the sleep intervals to up to 5 times, resulting in up to an additional 18% energy gains, while meeting all timing requirements.