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Energy-aware scheduling, compilation, and execution of hard-real-time multi-task Java programs

delete2022-11-01
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PRE
AI
M
Manish Tewary *
Z
Zoran Salčić
M
Morteza Biglari-Abhari
A
Avinash Malik
DOI:10.1016/j.micpro.2022.104721delete
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Abstract

Abstract

En 中文
Most of the real-world embedded hard real-time applications are multi-task programs. Reduction in energy consumption for these systems is essential, especially if they are battery-powered. For multi-task applications, energy management could be considered in the offline or online scheduler. We developed an offline nonpreemptive rate monotonic scheduler which generates an energy-optimized schedule judiciously using the idle intervals inside the rate monotonic schedule to either put the processor to sleep or slow down the previous task while satisfying the hard real-time constraints. In addition to the energy-aware scheduling, we implemented a new inter-task hardware-based run-time technique for energy management. We use three different methods of intra/inter-task and compile/run time energy management schemes to find out the optimum method for a multi-task hard-real-time Java program. Our results show that the offline energy-optimized schedule when used with intra/inter-task and compile/run time energy optimization techniques, gives around 35 to 40% energy reduction for the experimental multi-task program.
Keywords:
Real-time systems
Embedded systems
Processor
Compiler
Energy management

Journal

M
Microprocessors and Microsystems
IF:
2.6
Papers:
103
Citations:
3.2K

Organization

U
University of Auckland
Scholars:
2.3W
Papers: 2.4W
Citations: 3.3W