Title :
Task Allocation and Migration Algorithm for Temperature-Constrained Real-Time Multi-Core Systems
Author :
Wu, Guowei ; Xu, Zichuan ; Xia, Qiufen ; Ren, Jiankang ; Xia, Feng
Author_Institution :
Sch. of Software, Dalian Univ. of Technol., Dalian, China
Abstract :
Temperature rise will affect the stability and performance of multi-core processors. A temperature-aware task scheduling algorithm for real-time multi-core systems, called LTEDF (Low Thermal Early Deadline First), is proposed in this paper. In LTEDF, a HCNF ( History Coolest Neighborhood First) task allocation algorithm is employed to balance the loads. When some cores are thermally saturated, task migration is performed to alleviate thermal saturation to get more uniform power density map. A thermal aware multi-core scheduling simulator(TAMSS) based on Hot Spot thermal model is implemented. TAMSS simulation results show that LTEDF algorithm can not only meet real-time guarantee, but also minimize the thermal penalty. Moreover, it can create a more uniform power density map than other thermal-aware algorithms, and significantly reduce thread migration frequency.
Keywords :
circuit stability; multiprocessing systems; power aware computing; processor scheduling; task analysis; HotSpot thermal model; history coolest neighborhood first; low thermal early deadline first; multicore processors; task allocation algorithm; task migration algorithm; temperature aware task scheduling algorithm; temperature constrained real-time multicore system; thermal aware multicore scheduling simulator; thermal penalty; thermal saturation; thread migration frequency; uniform power density map; History; Multicore processing; Radiation detectors; Real time systems; Resource management; Scheduling algorithm; Thermal management; multi-core systems; task allocation; temperature-aware scheduling;
Conference_Titel :
Green Computing and Communications (GreenCom), 2010 IEEE/ACM Int'l Conference on & Int'l Conference on Cyber, Physical and Social Computing (CPSCom)
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-9779-9
Electronic_ISBN :
978-0-7695-4331-4
DOI :
10.1109/GreenCom-CPSCom.2010.27