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Applying Wavelet Transforms for Web Server Load Forecasting

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成果类型:
期刊论文、会议论文
作者:
Zhengbing Hu;Ihor Tereikovskyi;Liudmyla Tereikovska;Mikola Tsiutsiura;Kostiantyn Radchenko
通讯作者:
Radchenko, K.
作者机构:
[Hu Z.] School of Educational Information Technology, Central China Normal University, Wuhan, China
[Tereikovskyi I.; Radchenko K.] National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Kyiv, Ukraine
[Tereikovska L.; Tsiutsiura M.] Kyiv National University of Construction and Architecture, Kyiv, Ukraine
通讯机构:
[Radchenko, K.] N
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”Ukraine
语种:
英文
关键词:
Forecasting;Load;Mother wavelet;Wavelet model;Web server
期刊:
Advances in Intelligent Systems and Computing
ISSN:
2194-5357
年:
2020
卷:
938
页码:
13-22
会议名称:
2nd International Conference on Computer Science, Engineering and Education Applications, ICCSEEA 2019
会议时间:
26 January 2019 through 27 January 2019
主编:
He M.Petoukhov S.Hu Z.Dychka I.
出版者:
Springer, Cham
ISBN:
978-3-030-16620-5
机构署名:
本校为第一机构
院系归属:
教育信息技术学院
摘要:
The study focuses on increasing the effectiveness of web server load forecasting systems, which are utilized for technical state diagnostics and ensuring data security of distributed computer systems and networks. The analysis of applied research papers has shown that a promising way of web server load forecasting systems development is improving their mathematical background by using modern frequency-time signal analysis methods based on the wavelet transformation theory. It has been established that the challenges of using the wavelet transfo...

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