Load prediction based elastic resource scheduling strategy in Flink

Load prediction based elastic resource scheduling strategy in Flink

In order to solve the problem that the load of big data stream computing platform fluctuates drastically while the cluster was suffering from the performance bottleneck due to the shortage of computing resources,the load prediction based elastic resource scheduling strategy in Flink (LPERS-Flink) wa...

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Bibliographic Details
Main Authors: Ziyang LI, Jiong YU, Yuefei WANG, Chen BIAN, Yonglin PU, Yitian ZHANG, Yu LIU
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2020-10-01
Series:Tongxin xuebao
Subjects:
stream computing
resource scheduling
load prediction
performance bottleneck
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Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020195/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2020195/

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