Ye, Dezhong and Lv, Haibing and Jiang, Yong and Wu, Zhongzheng and Bao, Qiuxia and Gao, Yun and Huang, Ruochen (2018) Improved Echo State Network (ESN) for the Prediction of Network Traffic. In: 11th EAI International Conference on Mobile Multimedia Communications.
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Abstract
With the development of computer and network technologies, the network traffic has come to an explosive growth. Considering the non-linearity of network data, we choose echo state network (ESN) to predict the data. ESN is a novel kind of recurrent neural networks, where a reservoir is generated rand
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Date Deposited: | 04 Mar 2026 11:30 |
| Last Modified: | 17 Apr 2026 15:34 |
| URI: | http://eprints.eai.eu/id/eprint/19325 |
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