An Efficient Power-Aware Optimization for Task Scheduling on NoC-based Many-core System

Computer and Information Technology(2010)

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摘要
With the development of the semiconductor industry, more processors can be integrated onto a single chip. Network-on-Chip (NoC) is an efficient solution for the interconnections on chip for many-core system with many processor cores on chip. However, enhancing performance with lower power consumption is still a challenge. The core issue is the mapping of applications to NoC. A common method is to find processes with high communication with each other and map them to neighborhoods. Thus, they can reduce the communication distance and avoid unnecessary energy cost. This work proposed an online scheduling method, which aims at the optimization of task scheduling algorithm with low communication energy consumption. The communication status of applications at run time is analyzed first. Then, the algorithm will compute the mapping method dynamically and implement the real-time scheduling online. Experimental results based on simulation show that the algorithm proposed in this review can achieve more than 30% communication energy saving with low complexity.
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关键词
optimisation,communication energy saving,communication status,real-time scheduling online,online scheduling method,scheduling,communication distance,power-aware optimization,common method,noc-based many-core system,energy cost avoidance,low communication energy consumption,many-core,real-time scheduling,mapping method dynamically,single chip,energy consumption,efficient power-aware optimization,high communication,noc,network-on-chip,task scheduling,semiconductor industry,electronic engineering computing,task schedule,core network,artificial neural networks,network on chip,system on a chip,routing,chip,network topology
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