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ETA-HP: An Energy and Temperature-Aware Real-time Scheduler for Heterogeneous Platforms

Sharma, Yanshul; Chakraborty, Shounak; Moulik, Sanjay
Peer reviewed, Journal article
Accepted version
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ETA_HP_SUPE_Rev1.pdf (622.7Kb)
URI
https://hdl.handle.net/11250/3016616
Date
2022
Metadata
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  • Institutt for datateknologi og informatikk [7449]
  • Publikasjoner fra CRIStin - NTNU [41952]
Original version
10.1007/s11227-021-04257-7
Abstract
Modern real-time systems are based on heterogeneous multicore platforms, which help them productively meet the applications’ diverse and high computational requirements. Managing the energy and temperature of these computational platforms has become a topic of inconceivable enthusiasm for researchers and specialists over recent years. This paper presents a heuristic technique, named ETA-HP, for energy and temperature efficient scheduling of a set of real-time periodic tasks on a DVFS empowered heterogeneous multicore system. The proposed strategy operates in four stages, namely Deadline Partitioning, Task-to-Core Allocation, Temperature-Aware Scheduling, and Energy-Aware Scheduling. Our empirical analysis shows that with a variation in system workload from 50% to 100%, ETA-HP can schedule more tasks (2.52% on an average) compared to the state-of-the-art while achieving 7.29% average energy savings with 9.59 °C reduction in the average temperature of our considered heterogeneous chip-multiprocessor consisting 4 in-order and 4 out-of-order cores.
Publisher
Springer
Journal
Journal of Supercomputing
Copyright
This is the authors' accepted manuscript to an article published by Springer. Locked until 24.1.2023 due to copyright restrictions.

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