A periodicity-based parallel time series prediction algorithm in cloud computing environments

Jianguo Chen; Kenli Li; Huigui Rong; Kashif Bilal; Keqin Li; Philip S. Yu

doi:10.1016/j.ins.2018.06.045

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A periodicity-based parallel time series prediction algorithm in cloud computing environments

Jianguo Chen Kenli Li Huigui Rong Kashif Bilal Keqin Li Philip S. Yu

Year: 2018 Journal: Information Sciences Vol: 496 Pages: 506-537 Publisher: Elsevier BV

DOI: 10.1016/j.ins.2018.06.045

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Keywords:

Computer science SPARK (programming language) Algorithm Series (stratigraphy) Cloud computing Time series Scale (ratio) Big data Data mining Machine learning

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Time Series Analysis and Forecasting

Physical Sciences → Computer Science → Signal Processing

Neural Networks and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Complex Systems and Time Series Analysis

Social Sciences → Economics, Econometrics and Finance → Economics and Econometrics

A periodicity-based parallel time series prediction algorithm in cloud computing environments

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