Minimizing Cost of Scheduling Tasks on Heterogeneous Multicore Embedded Systems

Author:

Liu Jing1,Li Kenli2,Zhu Dakai3,Han Jianjun4,Li Keqin5

Affiliation:

1. Hunan University and Wuhan University of Science and Technology, Wuhan, China

2. Hunan University, Changsha, China

3. The University of Texas at San Antonio, TX, USA

4. Huazhong University of Science and Technology, Wuhan, China

5. Hunan University and State University of New York, New York, USA

Abstract

Cost savings are very critical in modern heterogeneous computing systems, especially in embedded systems. Task scheduling plays an important role in cost savings. In this article, we tackle the problem of scheduling tasks on heterogeneous multicore embedded systems with the constraints of time and resources for minimizing the total cost, while considering the communication overhead. This problem is NP-hard and we propose several heuristic techniques— ISGG , RLD , and RLDG —to address the problem. Experimental results show that the proposed algorithms significantly outperform the existing approaches in terms of cost savings.

Funder

National Natural Science Foundation of China

the Key Program of National Natural Sci- ence Foundation of China

International Science & Technology Cooperation Program of China

the National Natural Science Foundation of China

the Natural Science Foundation of Hubei Province

Publisher

Association for Computing Machinery (ACM)

Subject

Hardware and Architecture,Software

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