Title: Temperature-aware floorplanning via geometric programming
Authors: Chen, Ying-Chieh
Li, Yiming
傳播研究所
電機工程學系
Institute of Communication Studies
Department of Electrical and Computer Engineering
Keywords: Optimal designs;Floorplanning;Geometric programming;Nonlinear programming;Temperature aware;Programming involving graphs or networks;Numerical optimization;Incremental floorplanning;VLSI circuit physical design
Issue Date: 1-Apr-2010
Abstract: With microprocessor power densities escalating rapidly when technology scales below nanometer regime, there is an exigent need for developing innovative cooling systems for electronic product design. The high temperature of chips greatly affects its reliability, raises the leakage power consumed to unprecedented levels, and makes cooling systems significantly more expensive. The maximum temperature of a block in a chip depends not only on its own power density, but also on the chip area in each blocks. In this paper, we employ geometric programming (GP) for the optimization problem of temperature reduction and chip area floorplanning. We notice that the formulated model is a nonlinear convex problem; consequently, its solution can be solved GP method. Based upon an incremental floorplanning problem together with the GP model, the temperature-aware floorplanning scheme significantly reduces peak module temperature with minimal chip area impact. For Microelectronics Center of North Carolina (MCNC) ami33 under a testing environment temperature of 0 degrees C, compared with the maximum temperature of the original module, the maximum temperature of the optimized one could be reduced from 90 degrees C to 10 degrees C, where the minimized chip area is about 700 mm(2). For the case of MCNC ami49, the maximum temperature reduction is 60 degrees C (i.e., its reduction is from 65 degrees C to 5 degrees C) with a minimal chip area of 2500 mm(2). We have numerically found a floorplan which can reduce the maximum temperature of the chip and minimize the chip area while maintaining comparable performance simultaneously. (C) 2009 Elsevier Ltd. All rights reserved.
URI: http://dx.doi.org/10.1016/j.mcm.2009.08.026
http://hdl.handle.net/11536/5608
ISSN: 0895-7177
DOI: 10.1016/j.mcm.2009.08.026
Journal: MATHEMATICAL AND COMPUTER MODELLING
Volume: 51
Issue: 7-8
Begin Page: 927
End Page: 934
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