Distributed thermal-aware task scheduling for 3D network-on-chip

The development of 3D integration technology significantly improves the bandwidth of network-on-chip (NoC) system. However, the 3D technology-enabled high integration density also brings severe concerns of temperature increase, which may impair system reliability and degrade the performance. Task sc...

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Main Authors: Cui, Yingnan, Zhang, Wei, Yu, Hao
Other Authors: School of Computer Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
Online Access:https://hdl.handle.net/10356/99911
http://hdl.handle.net/10220/12967
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-999112020-05-28T07:17:32Z Distributed thermal-aware task scheduling for 3D network-on-chip Cui, Yingnan Zhang, Wei Yu, Hao School of Computer Engineering School of Electrical and Electronic Engineering IEEE International Conference on Computer Design (30th : 2012 : Montreal, Canada) The development of 3D integration technology significantly improves the bandwidth of network-on-chip (NoC) system. However, the 3D technology-enabled high integration density also brings severe concerns of temperature increase, which may impair system reliability and degrade the performance. Task scheduling has been regarded as one effective approach in eliminating thermal hotspot without introducing hardware overhead. However, centralized thermal-aware task scheduling algorithms for 3D-NoC have been limited for incurring high computational complexity as the system scale increase. In this paper, we propose a distributed agent-based thermal-aware task scheduling algorithm for 3D-NoC which shows high scheduling efficiency and high scalability. Experimental results have shown that when compared to the centralized algorithms, our algorithm can achieve up to 13 °C reduction in peak temperature of the system without sacrificing performance. Accepted version 2013-08-05T02:49:46Z 2019-12-06T20:13:28Z 2013-08-05T02:49:46Z 2019-12-06T20:13:28Z 2012 2012 Conference Paper Cui, Y., Zhang, W., & Yu, H. (2012). Distributed thermal-aware task scheduling for 3D network-on-chip. 2012 IEEE 30th International Conference on Computer Design (ICCD 2012), 494-495. https://hdl.handle.net/10356/99911 http://hdl.handle.net/10220/12967 10.1109/ICCD.2012.6378690 en © 2012 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: [http://dx.doi.org/10.1109/ICCD.2012.6378690]. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
description The development of 3D integration technology significantly improves the bandwidth of network-on-chip (NoC) system. However, the 3D technology-enabled high integration density also brings severe concerns of temperature increase, which may impair system reliability and degrade the performance. Task scheduling has been regarded as one effective approach in eliminating thermal hotspot without introducing hardware overhead. However, centralized thermal-aware task scheduling algorithms for 3D-NoC have been limited for incurring high computational complexity as the system scale increase. In this paper, we propose a distributed agent-based thermal-aware task scheduling algorithm for 3D-NoC which shows high scheduling efficiency and high scalability. Experimental results have shown that when compared to the centralized algorithms, our algorithm can achieve up to 13 °C reduction in peak temperature of the system without sacrificing performance.
author2 School of Computer Engineering
author_facet School of Computer Engineering
Cui, Yingnan
Zhang, Wei
Yu, Hao
format Conference or Workshop Item
author Cui, Yingnan
Zhang, Wei
Yu, Hao
spellingShingle Cui, Yingnan
Zhang, Wei
Yu, Hao
Distributed thermal-aware task scheduling for 3D network-on-chip
author_sort Cui, Yingnan
title Distributed thermal-aware task scheduling for 3D network-on-chip
title_short Distributed thermal-aware task scheduling for 3D network-on-chip
title_full Distributed thermal-aware task scheduling for 3D network-on-chip
title_fullStr Distributed thermal-aware task scheduling for 3D network-on-chip
title_full_unstemmed Distributed thermal-aware task scheduling for 3D network-on-chip
title_sort distributed thermal-aware task scheduling for 3d network-on-chip
publishDate 2013
url https://hdl.handle.net/10356/99911
http://hdl.handle.net/10220/12967
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