DocumentCode
523933
Title
Distributed task migration for thermal management in many-core systems
Author
Ge, Yang ; Malani, Parth ; Qiu, Qinru
Author_Institution
Dept. of Electr. & Comput. Eng., SUNY - Binghamton Univ., Binghamton, NY, USA
fYear
2010
fDate
13-18 June 2010
Firstpage
579
Lastpage
584
Abstract
In the deep submicron era, thermal hot spots and large temperature gradients significantly impact system reliability, performance, cost and leakage power. As the system complexity increases, it is more and more difficult to perform thermal management in a centralized manner because of state explosion and the overhead of monitoring the entire chip. In this paper, we propose a framework for distributed thermal management for many-core systems where balanced thermal profile can be achieved by proactive task migration among neighboring cores. The framework has a low cost agent residing in each core that observes the local workload and temperature and communicates with its nearest neighbor for task migration/exchange. By choosing only those migration requests that will result balanced workload without generating thermal emergency, the proposed framework maintains workload balance across the system and avoids unnecessary migration. Experimental results show that, compared with existing proactive task migration technique, our approach generates less hotspots and smoother thermal gradient with less migration overhead and higher processing throughput.
Keywords
integrated circuit reliability; multiprocessing systems; system-on-chip; thermal analysis; balanced thermal profile; distributed task migration; distributed thermal management; large temperature gradients; many-core systems; multiprocessor system-on-chip; proactive task migration technique; system complexity; system reliability; thermal hot spots; thermal management; Costs; History; Monitoring; Power system management; Predictive models; Processor scheduling; Temperature; Thermal conductivity; Thermal engineering; Thermal management; Dynamic thermal management; distributed control; prediction;
fLanguage
English
Publisher
ieee
Conference_Titel
Design Automation Conference (DAC), 2010 47th ACM/IEEE
Conference_Location
Anaheim, CA
ISSN
0738-100X
Print_ISBN
978-1-4244-6677-1
Type
conf
Filename
5523439
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