QAAS: quick accurate auto-scaling for streaming processing

In recent years, the demand for real-time data processing has been increasing, and various stream processing systems have emerged. When the amount of data input to the stream processing system fluctuates, the computing resources required by the stream processing job will also change. The resources u...

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Veröffentlicht in:	Frontiers of Computer Science 2024-02, Vol.18 (1), p.181201, Article 181201
Hauptverfasser:	LIU, Shiyuan, LI, Yunchun, YANG, Hailong, DUN, Ming, CHEN, Chen, ZHANG, Huaitao, LI, Wei
Format:	Artikel
Sprache:	eng
Schlagworte:	Adjustment auto-scaling Competition Computation Computer Science Data processing Employment Load Logic Operator performance Parallel processing performance model Research Article Scaling stream processing
Online-Zugang:	Volltext
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