Efficient scheduling of arbitrary task graphs to multiprocessors using a parallel genetic algorithm
Journal of Parallel and Distributed Computing - Special issue on parallel evolutionary computing
Proceedings of the 14th international symposium on Systems synthesis
A Genetic Algorithm for Multiprocessor Scheduling
IEEE Transactions on Parallel and Distributed Systems
Improved Multiprocessor Task Scheduling Using Genetic Algorithms
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference
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)
Maximizing the System Value while Satisfying Time and Energy Constraints
RTSS '02 Proceedings of the 23rd IEEE Real-Time Systems Symposium
Dynamic and Aggressive Scheduling Techniques for Power-Aware Real-Time Systems
RTSS '01 Proceedings of the 22nd IEEE Real-Time Systems Symposium
Theoretical and practical limits of dynamic voltage scaling
Proceedings of the 41st annual Design Automation Conference
Dynamic Task-Level Voltage Scheduling Optimizations
IEEE Transactions on Computers
Power-aware scheduling for makespan and flow
Proceedings of the eighteenth annual ACM symposium on Parallelism in algorithms and architectures
ACM Transactions on Design Automation of Electronic Systems (TODAES)
IEEE Transactions on Parallel and Distributed Systems
A hybrid GA-ant colony approach for exploring the relationship between IT and firm performance
International Journal of Business Information Systems
Online memory compression for embedded systems
ACM Transactions on Embedded Computing Systems (TECS)
Energy-aware grid resource scheduling: model and algorithm
International Journal of Computer Applications in Technology
Low-energy GALS NoC with FIFO-Monitoring dynamic voltage scaling
Microelectronics Journal
Strategic sustainability and operational efficiency dilemma of data centres
International Journal of Business Information Systems
Simulating strategic information systems planning process using fuzzy cognitive map
International Journal of Business Information Systems
An efficient energy and schedule length model for multiprocessor computers
International Journal of Computer Applications in Technology
International Journal of Business Information Systems
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With growing of applications of the embedded system technology to mobile systems, energy efficiency is becoming an important issue for designing real time embedded systems. One of the possible techniques to reduce the energy consumption is the dynamic voltage scaling (DVS). This paper focuses the combinational optimisation problem, namely, the problem of minimising schedule length with energy consumption constraint and the problem of minimising energy consumption with schedule length constraint. These problems emphasise the trade-off between power and performance and are defined such that the power-performance product is optimised by fixing one factor and minimising the other. We address to the use of genetic algorithm to schedule the tasks and then find the optimal power supplies and determine the schedule length on the multiprocessor system. The performance of the proposed algorithm with optimal solution is obtained by using Matlab simulation.