Deep Recurrent Model for Server Load and Performance Prediction in Data Center

Recurrent neural network (RNN) has been widely applied to many sequential tagging tasks such as natural language process (NLP) and time series analysis, and it has been proved that RNN works well in those areas. In this paper, we propose using RNN with long short-term memory (LSTM) units for server...

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Bibliographic Details
Main Authors: Zheng Huang, Jiajun Peng, Huijuan Lian, Jie Guo, Weidong Qiu
Format: Article
Language:English
Published: Hindawi-Wiley 2017-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2017/8584252