Traffic Prediction Method for GEO Satellites Combining ARIMA Model and Grey Model

Author:

Zhou Jian,Yang Qidong,Zhang Xiaofei,Han Chong,Sun Lijuan

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

Reference19 articles.

1. PARK K, WILLINGER W. Self-similar network traffic and performance evaluation [M]. New York, John Wiley & Sons, 2000.

2. TIAN Z D, GAO X W, LI S J, et al. Prediction method for network traffic based on genetic algorithm optimized echo state network [J]. Journal of Computer Research & Development, 2015, 52(5): 1137–1145 (in Chinese).

3. JIANG M, WU C M, ZHANG M, et al. Research on the comparison of time series models for network traffic prediction [J]. Acta Electronica Sinica, 2009, 37(11): 2353–2358 (in Chinese).

4. TANG Z J, PENG T, WANG W B. A local least square support vector machine prediction algorithm of small scale network traffic based on correlation analysis [J]. Acta Physica Sinica, 2014, 63(13): 130504 (in Chinese).

5. WEI D B, PAN C S, HAN R. Self-similarity analysis of satellite network traffic [J]. Computer Science, 2013, 40(5): 67–69 (in Chinese).

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