Terabyte-sized image computations on Hadoop cluster platforms

We present a characterization of four basic Terabyte-sized image computations on a Hadoop cluster in terms of their relative efficiency according to the modified Amdahl's law. The work is motivated by the lack of standard benchmarks and stress tests for big image processing operations on a Hado...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Bajcsy, Peter, Vandecreme, Antoine, Amelot, Julien, Nguyen, Phuong, Chalfoun, Joe, Brady, Mary
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Benchmark testing Big Data Applications and Infrastructure Big Data Industry Standards Big Data Open Platform Computers Feature extraction Image segmentation Java Random access memory
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