Title :
Thermal system identification (TSI): A methodology for post-silicon characterization and prediction of the transient thermal field in multicore chips
Author :
Cho, Minki ; Song, William ; Yalamanchili, Sudhakar ; Mukhopadhyay, Saibal
Author_Institution :
Sch. of ECE, Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
This paper presents a methodology for post-silicon thermal prediction to predict the transient thermal field a multicore package for various workload considering chip-to-chip variations in electrical and thermal properties. We use time-frequency duality to represent thermal system in frequency domain as a low-pass filter augmented with a positive feedback path for leakage-temperature interaction. This thermal system is identified through power/thermal measurements on a packaged IC and is used for post-silicon thermal prediction. The effectiveness of the proposed effort is presented considering a 64 core processor in predictive 22nm node and SPEC2006 benchmark applications.
Keywords :
integrated circuit packaging; low-pass filters; microprocessor chips; multiprocessing systems; silicon; temperature measurement; thermal management (packaging); thermal properties; TSI; chip-to-chip variation; electrical property; frequency domain; leakage-temperature interaction; low-pass filter; multicore chips; multicore package; packaged IC; post-silicon characterization; post-silicon thermal prediction; power measurement; size 22 nm; thermal measurement; thermal property; thermal system identification; time-frequency duality; transient thermal field prediction; Conductivity; Low pass filters; Temperature measurement; Thermal analysis; Thermal conductivity; Thermal resistance; Transient analysis; Thermal prediction; leakage; multi-core; process variations; system identification;
Conference_Titel :
Semiconductor Thermal Measurement and Management Symposium (SEMI-THERM), 2012 28th Annual IEEE
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4673-1110-6
Electronic_ISBN :
1065-2221
DOI :
10.1109/STHERM.2012.6188836