Peak temperature minimization for embedded systems with DVS transition overhead consideration

Meikang Qiu; Jianwei Niu; Fei Pan; Yu Chen; Yongxin Zhu

doi:10.1109/HPCC.2012.71

Peak temperature minimization for embedded systems with DVS transition overhead consideration

Meikang Qiu
, Jianwei Niu^*
, Fei Pan
, Yu Chen
, Yongxin Zhu

^*Corresponding author for this work

School of Computer Science and Engineering

University of Kentucky
Tsinghua University
Shanghai Jiao Tong University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

16 Scopus citations

Abstract

Peak temperature is a critical issue in chip multiprocessor (CMP) architecture design. Dynamic Voltage Scaling (DVS) is used nowadays to reduce power consumption and peak temperature. However, traditional DVS in literature usually fails to take into consideration of task dependencies and voltage transition overhead such as energy consumption. In this paper, we propose the ROtation Scheduling and voltage Assignment (ROSA) algorithm, to minimize peak temperature under energy consumption constraints in voltage transition. We conduct experiments on Kernel Linux equipped with 4 Intel Core Quad CPUs. The experimental results demonstrate that our algorithm can reduce the peak temperature on chip with 4.9°C more comparing with the List Scheduling Solution (LSS).

Original language	English
Title of host publication	Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012
Pages	477-484
Number of pages	8
DOIs	https://doi.org/10.1109/HPCC.2012.71
State	Published - 2012
Event	14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012 - Liverpool, United Kingdom Duration: 25 Jun 2012 → 27 Jun 2012

Publication series

Name	Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012

Conference

Conference	14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012
Country/Territory	United Kingdom
City	Liverpool
Period	25/06/12 → 27/06/12

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

peak temperature
real-time constraint
task scheduling
Thermal-aware
voltage transition

Access to Document

10.1109/HPCC.2012.71

Cite this

Qiu, M., Niu, J., Pan, F., Chen, Y., & Zhu, Y. (2012). Peak temperature minimization for embedded systems with DVS transition overhead consideration. In Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012 (pp. 477-484). Article 6332210 (Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012). https://doi.org/10.1109/HPCC.2012.71

Qiu, Meikang ; Niu, Jianwei ; Pan, Fei et al. / Peak temperature minimization for embedded systems with DVS transition overhead consideration. Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012. 2012. pp. 477-484 (Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012).

@inproceedings{8a5c26cf982543b786d7bef8f26604f7,

title = "Peak temperature minimization for embedded systems with DVS transition overhead consideration",

abstract = "Peak temperature is a critical issue in chip multiprocessor (CMP) architecture design. Dynamic Voltage Scaling (DVS) is used nowadays to reduce power consumption and peak temperature. However, traditional DVS in literature usually fails to take into consideration of task dependencies and voltage transition overhead such as energy consumption. In this paper, we propose the ROtation Scheduling and voltage Assignment (ROSA) algorithm, to minimize peak temperature under energy consumption constraints in voltage transition. We conduct experiments on Kernel Linux equipped with 4 Intel Core Quad CPUs. The experimental results demonstrate that our algorithm can reduce the peak temperature on chip with 4.9°C more comparing with the List Scheduling Solution (LSS).",

keywords = "peak temperature, real-time constraint, task scheduling, Thermal-aware, voltage transition",

author = "Meikang Qiu and Jianwei Niu and Fei Pan and Yu Chen and Yongxin Zhu",

year = "2012",

doi = "10.1109/HPCC.2012.71",

language = "英语",

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series = "Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012",

pages = "477--484",

booktitle = "Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012",

note = "14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012 ; Conference date: 25-06-2012 Through 27-06-2012",

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Qiu, M, Niu, J, Pan, F, Chen, Y & Zhu, Y 2012, Peak temperature minimization for embedded systems with DVS transition overhead consideration. in Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012., 6332210, Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012, pp. 477-484, 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012, Liverpool, United Kingdom, 25/06/12. https://doi.org/10.1109/HPCC.2012.71

Peak temperature minimization for embedded systems with DVS transition overhead consideration. / Qiu, Meikang; Niu, Jianwei; Pan, Fei et al.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012. 2012. p. 477-484 6332210 (Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Peak temperature minimization for embedded systems with DVS transition overhead consideration

AU - Qiu, Meikang

AU - Niu, Jianwei

AU - Pan, Fei

AU - Chen, Yu

AU - Zhu, Yongxin

PY - 2012

Y1 - 2012

N2 - Peak temperature is a critical issue in chip multiprocessor (CMP) architecture design. Dynamic Voltage Scaling (DVS) is used nowadays to reduce power consumption and peak temperature. However, traditional DVS in literature usually fails to take into consideration of task dependencies and voltage transition overhead such as energy consumption. In this paper, we propose the ROtation Scheduling and voltage Assignment (ROSA) algorithm, to minimize peak temperature under energy consumption constraints in voltage transition. We conduct experiments on Kernel Linux equipped with 4 Intel Core Quad CPUs. The experimental results demonstrate that our algorithm can reduce the peak temperature on chip with 4.9°C more comparing with the List Scheduling Solution (LSS).

AB - Peak temperature is a critical issue in chip multiprocessor (CMP) architecture design. Dynamic Voltage Scaling (DVS) is used nowadays to reduce power consumption and peak temperature. However, traditional DVS in literature usually fails to take into consideration of task dependencies and voltage transition overhead such as energy consumption. In this paper, we propose the ROtation Scheduling and voltage Assignment (ROSA) algorithm, to minimize peak temperature under energy consumption constraints in voltage transition. We conduct experiments on Kernel Linux equipped with 4 Intel Core Quad CPUs. The experimental results demonstrate that our algorithm can reduce the peak temperature on chip with 4.9°C more comparing with the List Scheduling Solution (LSS).

KW - peak temperature

KW - real-time constraint

KW - task scheduling

KW - Thermal-aware

KW - voltage transition

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DO - 10.1109/HPCC.2012.71

M3 - 会议稿件

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SN - 9780769547497

T3 - Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012

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BT - Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012

T2 - 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012

Y2 - 25 June 2012 through 27 June 2012

ER -

Qiu M, Niu J, Pan F, Chen Y, Zhu Y. Peak temperature minimization for embedded systems with DVS transition overhead consideration. In Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012. 2012. p. 477-484. 6332210. (Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012). doi: 10.1109/HPCC.2012.71

Peak temperature minimization for embedded systems with DVS transition overhead consideration

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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