Title :
Dynamic thermal management for multi-core microprocessors considering transient thermal effects
Author :
Zao Liu ; Tailong Xu ; Tan, Sheldon X.-D ; Hai Wang
Author_Institution :
Univ. of California, Riverside, Riverside, CA, USA
Abstract :
Dynamic thermal management method is a viable way to effectively mitigate the thermal emergences. In this paper, a new thermal management scheme is proposed to reduce the on-chip temperature variance and the occurrence of hot spots by considering more transient thermal effects. The new method performs the task migrations to reduce the temperature variations across the chip. Instead of intuitively assigning the heavy tasks to the low temperature cores to balance the thermal profile based on steady state thermal analysis, the proposed method applies moment matching based transient thermal analysis techniques for fast thermal estimation and prediction to guide the migration process. We show that by considering the dominant temperature moment component, the resulting algorithm can lead to significant reduction of hot spots without full transient thermal simulation. Our experimental results on a 16 core microprocessor demonstrate that the proposed method can reduce the number of the hot spots by 50% compared to the simple lowest temperature based task scheduling method, leading to more uniform on-chip temperature distribution across the microprocessor cores.
Keywords :
microprocessor chips; multiprocessing systems; thermal management (packaging); dominant temperature moment component; dynamic thermal management; hot spots; microprocessor core; migration process; moment matching based transient thermal analysis; multicore microprocessors; on-chip temperature distribution; on-chip temperature variance; steady state thermal analysis; task scheduling method; thermal emergences; thermal estimation; thermal management scheme; thermal profile; transient thermal effect; transient thermal simulation; Microprocessors; Multicore processing; Processor scheduling; System-on-chip; Thermal analysis; Thermal management; Transient analysis;
Conference_Titel :
Design Automation Conference (ASP-DAC), 2013 18th Asia and South Pacific
Conference_Location :
Yokohama
Print_ISBN :
978-1-4673-3029-9
DOI :
10.1109/ASPDAC.2013.6509641