On Modeling Dependency between MapReduce Configuration Parameters and Total Execution Time

In this paper, we propose an analytical method to model the dependency between configuration parameters and total execution time of Map-Reduce applications. Our approach has three key phases: profiling, modeling, and prediction. In profiling, an application is run several times with different sets o...

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Hauptverfasser:	Rizvandi, Nikzad Babaii, Zomaya, Albert Y, Boloori, Ali Javadzadeh, Taheri, Javid
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Distributed, Parallel, and Cluster Computing
Online-Zugang:	Volltext bestellen
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