DocumentCode
74330
Title
Temperature control in three-network on chips using task migration
Author
Hassanpour, Neda ; Hessabi, Shaahin ; Hamedani, Parisa Khadem
Author_Institution
Dept. of Comput. Eng., Sharif Univ. of Technol., Tehran, Iran
Volume
7
Issue
6
fYear
2013
fDate
Nov-13
Firstpage
274
Lastpage
281
Abstract
Combination of three-dimensional (3D) IC technology and network on chip (NoC) is an effective solution to increase system scalability and also alleviate the interconnect problem in large-scale integrated circuits. However, because of the increased power density in 3D NoC systems and the destructive effect of high temperatures on chip reliability, applying thermal management solutions becomes crucial in such circuits. In this study, the authors propose a runtime distributed migration algorithm based on game theory to balance the heat dissipation among processing elements (PEs) in a 3D NoC chip multiprocessor. The objective of this algorithm is to minimise the 3D NoC system´s peak temperature, as well as the overhead imposed on chip performance during migration. Owing to the high thermal correlation between adjacent PEs in the same stack in 3D NoCs, the authors model this multi-objective problem as a cooperative game. The simulation results indicate upto 23 and 27% decrease in peak temperature, for the benchmarks that have the highest communication rate and the largest number of tasks, respectively. This comes at the price of slight migration overhead in terms of power-delay product.
Keywords
game theory; network-on-chip; reliability; temperature control; thermal management (packaging); 3D IC technology; 3D NoC chip multiprocessor; cooperative game; game theory; heat dissipation; interconnect problem; large-scale integrated circuit; network on chip; power density; power-delay product; reliability; runtime distributed migration algorithm; task migration; temperature control; thermal correlation; thermal management; three-dimensional IC technology;
fLanguage
English
Journal_Title
Computers & Digital Techniques, IET
Publisher
iet
ISSN
1751-8601
Type
jour
DOI
10.1049/iet-cdt.2013.0016
Filename
6651338
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