A Stepwise Auto-Profiling Method for Performance Optimization of Streaming Applications

Data stream management systems (DSMSs) are scalable, highly available, and fault-tolerant systems that aggregate and analyze real-time data in motion. To continuously perform analytics on the fly within the stream, state-of-the-art DSMSs host streaming applications as a set of interconnected operato...

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Veröffentlicht in:	ACM transactions on autonomous and adaptive systems 2018-01, Vol.12 (4), p.1-33
Hauptverfasser:	Liu, Xunyun, Dastjerdi, Amir Vahid, Calheiros, Rodrigo N., Qu, Chenhao, Buyya, Rajkumar
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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