Volume 8 Number 11 (Nov. 2013)
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JSW 2013 Vol.8(11): 2784-2789 ISSN: 1796-217X
doi: 10.4304/jsw.8.11.2784-2789

Dynamic Scheduling of Real-time Multi-core Subtask Based on Traffic Prediction

Yi Song1, 2, Wu Zhang1, Hong Ni1, Xiuyan Guo1
1National Network New Media Engineering Research Center, Institute of Acoustics, Chinese Academy of Sciences, Beijing, China
2University of Chinese Academy of Sciences, Beijing, China

Abstract—Subtask scheduling on multi-core is an important direction in the world today. There is little research of dynamic scheduling subtask according to the network traffic prediction. This paper proposes a method of dynamic scheduling of real-time multi-core subtask based on network traffic prediction. According to the prediction result of network traffics, the larger tasks scheduled dynamically into some subtasks. In the simulation, we scheduled the subtasks in the multi-core network software pipeline architecture, according to the prediction of Markov Model of media data streams. Eventually reach in the case of packet drop rate is acceptable, and CPU utilization rate has fallen.

Index Terms—Multi-core Software Architecture, Network Traffic Prediction, Markov, Subtask Scheduling.


Cite: Yi Song, Wu Zhang, Hong Ni and Xiuyan Guo, "Dynamic Scheduling of Real-time Multi-core Subtask Based on Traffic Prediction," Journal of Software vol. 8, no. 11, pp. 2784-2789, 2013.

General Information

ISSN: 1796-217X (Online)
Frequency:  Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
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