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Hybrid DVFS scheduling for real-time systems based on reinforcement learning
FMM ul Islam, M Lin - IEEE Systems Journal, 2015 - ieeexplore.ieee.org
Power consumption is one of the most challenging issues in the design of modern
computing systems. In any computational device, processor consumes significant amount of …
computing systems. In any computational device, processor consumes significant amount of …
Energy-efficient dynamic task scheduling algorithms for DVS systems
J Zhuo, C Chakrabarti - ACM Transactions on Embedded Computing …, 2008 - dl.acm.org
Dynamic voltage scaling (DVS) is a well-known low-power design technique that reduces
the processor energy by slowing down the DVS processor and stretching the task execution …
the processor energy by slowing down the DVS processor and stretching the task execution …
Task aware hybrid DVFS for multi-core real-time systems using machine learning
There have been renewed interest in embedded battery powered devices due to their
widespread applications in sectors such as automotive, industrial, and health care. In order …
widespread applications in sectors such as automotive, industrial, and health care. In order …
Energy-aware real-time task scheduling in multiprocessor systems using a hybrid genetic algorithm
Minimizing power consumption to prolong battery life has become an important design issue
for portable battery-operated devices such as smartphones and personal digital assistants …
for portable battery-operated devices such as smartphones and personal digital assistants …
Preemption-aware dynamic voltage scaling in hard real-time systems
Dynamic voltage scaling (DVS) is a well-known low-power design technique for embedded
real-time systems. Because of its effectiveness on energy reduction, several variable voltage …
real-time systems. Because of its effectiveness on energy reduction, several variable voltage …
Energy-efficient intra-task DVFS scheduling using linear programming formulation
In real-time embedded systems, minimizing energy consumption is one of the most
important tasks. Intra-task dynamic voltage and frequency scaling (DVFS) has been the …
important tasks. Intra-task dynamic voltage and frequency scaling (DVFS) has been the …
Reliability-aware low energy scheduling in real time systems with shared resources
Y Zhang, H Zhang, C Wang - Microprocessors and Microsystems, 2017 - Elsevier
Dynamic voltage scaling (DVS) is a technique which is widely used to save energy in a real
time system. Recent research shows that it has a negative impact on the system reliability. In …
time system. Recent research shows that it has a negative impact on the system reliability. In …
Fixed priority scheduling for reducing overall energy on variable voltage processors
While dynamic voltage scaling (DVS) is an efficient technique in reducing the dynamic
energy consumption of a CMOS processor, methods that employ DVS without considering …
energy consumption of a CMOS processor, methods that employ DVS without considering …
Energy efficient dvs schedule for fixed-priority real-time systems
Energy consumption has become an increasingly important consideration in designing
many real-time embedded systems. Variable voltage processors, if used properly, can …
many real-time embedded systems. Variable voltage processors, if used properly, can …
Energy-efficient, utility accrual scheduling under resource constraints for mobile embedded systems
We present an energy-efficient, utility accrual, real-time scheduling algorithm called ReUA.
ReUA considers an application model where activities are subject to time/utility function time …
ReUA considers an application model where activities are subject to time/utility function time …