Multiscale Thermal Analysis for Nanometer-Scale Integrated Circuits
Thermal analysis has long been essential for designing reliable high-performance cost-effective integrated circuits (ICs). Increasing power densities are making this problem more important. Characterizing the thermal profile of an IC quickly enough to allow feedback on the thermal effects of tentative design changes is a daunting problem, and its complexity is increasing. The move to manometer-scale fabrication processes is increasing the importance of thermal phenomena such as ballistic phonon transport. The accurate thermal analysis of manometer-scale ICs containing hundreds of millions of devices requires characterization of heat transport across multiple length scales. These scales range from the nanometer scale (device-level impact) to the centimeter scale (cooling package impact). Existing chip-package thermal analysis methods based on classical Fourier heat transfer cannot capture manometer-scale thermal effects. However, accurate device-level modeling techniques, such as molecular dynamics methods, are far too slow for use in full-chip IC thermal analysis. In this paper, we propose and develop ThermalScope, a multiscale thermal analysis method for manometer-scale IC design. It unifies microscopic and macroscopic thermal modeling methods, i.e., the Boltzmann transport equation and Fourier modeling methods. Moreover, it supports adaptive multiresolution modeling. Together, these ideas enable the efficient and accurate characterization of manometer-scale heat transport as well as the chip-package-level heat flow. ThermalScope is designed for full-chip thermal analysis of billion-transistor nanometer-scale IC designs, with accuracy at the scale of individual devices. ThermalScope enables the accurate characterization of various temperature-related effects, such as temperature-dependent leakage power and temperature-timing dependences. ThermalScope has been implemented in software and used for the full-chip thermal analysis and temperature-dependent leakage analysis of an IC design with more than 150 million transistors. ThermalScope will be publicly released for free academic and personal use.
integrated-circuit (ic) thermal factors leakage-power estimation nanoscale heat flow simulation