DocumentCode :
1762686
Title :
Dynamic Thermal Management Under Soft Thermal Constraints
Author :
Bing Shi ; Yufu Zhang ; Srivastava, Anurag
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA
Volume :
21
Issue :
11
fYear :
2013
fDate :
Nov. 2013
Firstpage :
2045
Lastpage :
2054
Abstract :
In this paper, we investigate dynamic thermal management (DTM) policies under soft thermal constraint that allow the thermal constraint to be violated occasionally for boosting system performance. First, we investigate soft-constraint DTM using lumped radio control (RC) thermal models. We develop analytical expressions for the optimal core frequency policies that maximize overall performance under soft thermal constraint for both single-core and homogeneous multicore processors. We then generalize the problem to heterogeneous multicore processor and use a more accurate distributed RC thermal model to account for the spatial thermal variation. The generalized problem also takes into account the impact of increased temperature on transistor delay and leakage power. The problem is solved by convex optimization. Experimental results indicate that for a two-core processor, a mere 10 °C increase in the core temperature for 100 s results in about 30% performance gain.
Keywords :
convex programming; microprocessor chips; thermal management (packaging); DTM policy; convex optimization; distributed RC thermal model; dynamic thermal management; heterogeneous multicore processor; leakage power; lumped radio control thermal model; optimal core frequency policy; soft thermal constraint; spatial thermal variation; transistor delay; two-core processor; Frequency control; Multicore processing; Program processors; Resistance; Switches; Thermal management; Time frequency analysis; Dynamic thermal management; frequency scaling; single and multicore processors; soft thermal constraint;
fLanguage :
English
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-8210
Type :
jour
DOI :
10.1109/TVLSI.2012.2227854
Filename :
6387626
Link To Document :
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