Compact thermal models for thermally aware design of VLSI circuits

During the last two decades, self-heating has become a significant bottleneck to the continued scaling of microelectronics. This is a particular problem in emerging finFET designs because of the use of thick buried oxide layers which impede heat flow to the heat sink. A possible solution is to use architectural and circuit-level techniques to make the temperature field as uniform as possible on the chip. These techniques require a prediction of temperature at the level of 100s-1000s of transistors, and must relate the predicted temperature to the activity level of the devices. In this paper, compact thermal models of circuit components are developed for use in cell-level electrical models of VLSI circuits, and ultimately for thermally-aware component placement and optimization. Fourier theory is used to model NAND and NOR gates and inverters employing finFETs at the 28 nm node. Electron-phonon scattering sources are computed using the drift-diffusion solver TAURUS. Compact models are then developed from the thermal simulation and used in cell-level representations of typical circuits to make thermal predictions on the scale of 100's of transistors. The technique is readily scaled up recursively to larger and larger scales and represents a viable methodology for multiscale simulation of microelectronics

[1]  H. Vinke,et al.  Recent achievements in the thermal characterization of electronic devices by means of boundary condition independent compact models , 1997, Thirteenth Annual IEEE. Semiconductor Thermal Measurement and Management Symposium.

[2]  Lei He,et al.  Temperature and supply Voltage aware performance and power modeling at microarchitecture level , 2005, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[3]  Arun Majumdar,et al.  Heat Generation and Transport in Submicron Semiconductor Devices , 1995 .

[4]  Kenneth E. Goodson,et al.  Sub-Continuum Simulations of Heat Conduction in Silicon-on-Insulator Transistors , 1999, Heat Transfer: Volume 3.

[5]  Kazuyoshi Fushinobu,et al.  Effect of gate voltage on hot‐electron and hot phonon interaction and transport in a submicrometer transistor , 1995 .

[6]  A. Bar-Cohen,et al.  Thermal characterization of chip packages-evolutionary development of compact models , 1997, Thirteenth Annual IEEE. Semiconductor Thermal Measurement and Management Symposium.

[7]  Cristina H. Amon,et al.  Comparison of Different Phonon Transport Models for Predicting Heat Conduction in Silicon-on-Insulator Transistors , 2005 .

[8]  Kevin Skadron,et al.  Temperature-aware microarchitecture: Modeling and implementation , 2004, TACO.

[9]  A. Bar-Cohen,et al.  Theta /sub JC/ characterization of chip packages-justification, limitations, and future , 1989, Fifth Annual IEEE Semiconductor Thermal and Temperature Measurement Symposium.

[10]  Sung-Mo Kang,et al.  Standard cell placement for even on-chip thermal distribution , 1999, ISPD '99.

[11]  M.-N. Sabry,et al.  Static and dynamic thermal modeling of ICs , 1999 .

[12]  Dhanunjay S. Boyalakuntla,et al.  Hierarchical compact models for simulation of electronic chip packages , 2002 .

[13]  Margaret Martonosi,et al.  Dynamic thermal management for high-performance microprocessors , 2001, Proceedings HPCA Seventh International Symposium on High-Performance Computer Architecture.

[14]  Cristina H. Amon,et al.  Submicron heat transport model in silicon accounting for phonon dispersion and polarization , 2004 .

[15]  C. H. Lim,et al.  Design of VLSI CMOS circuits under thermal constraint , 2002 .

[16]  A. Majumdar,et al.  Concurrent thermal and electrical modeling of sub‐micrometer silicon devices , 1996 .

[17]  Kevin Skadron,et al.  Compact thermal modeling for temperature-aware design , 2004, Proceedings. 41st Design Automation Conference, 2004..

[18]  H. Vinke,et al.  Compact models for accurate thermal characterization of electronic parts , 1997 .

[19]  Saibal Mukhopadhyay,et al.  Leakage current mechanisms and leakage reduction techniques in deep-submicrometer CMOS circuits , 2003, Proc. IEEE.

[20]  S. Yang,et al.  Logic Synthesis and Optimization Benchmarks User Guide Version 3.0 , 1991 .