Energy Efficient, Real-time and Reliable Task Deployment on NoC-based Multicores with DVFS - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Conference Papers Year : 2022

Energy Efficient, Real-time and Reliable Task Deployment on NoC-based Multicores with DVFS

Qi Zhou
Ji Liu

Abstract

Task deployment plays an important role in the overall system performance, especially for complex architectures, including several cores with Dynamic Voltage and Frequency Scaling (DVFS) and Network-on-Chips (NoC). Task deployment affects not only the energy consumption but also the real-time response and reliability of the system. In this work, a task deployment approach is proposed to optimize the overall system energy consumption, including computation of the cores and communication of the NoC, under task reliability and real-time constraints. More precisely, the task deployment approach combines task allocation and scheduling, frequency assignment, task duplication, and multipath data routing. The task deployment problem is formulated using mixed-integer non-linear programming. To find the optimal solution, the original problem is equivalently transformed to mixed-integer linear programming, and solved by state-of-theart solvers. Furthermore, a decomposition-based heuristic, with low computational complexity, is proposed to deal with scalability. Finally, extended simulations evaluate the proposed methods.
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Dates and versions

hal-03500332 , version 1 (22-12-2021)

Identifiers

  • HAL Id : hal-03500332 , version 1

Cite

Lei Mo, Qi Zhou, Angeliki Kritikakou, Ji Liu. Energy Efficient, Real-time and Reliable Task Deployment on NoC-based Multicores with DVFS. DATE 2022 - IEEE/ACM Design, Automation and Test in Europe, Mar 2022, Antwerp, Belgium. pp.1-6. ⟨hal-03500332⟩
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