Comparative Performance Analysis of Intel (R) Xeon Phi (TM), GPU, and CPU: A Case Study from Microscopy Image Analysis

We study and characterize the performance of operations in an important class of applications on GPUs and Many Integrated Core (MIC) architectures. Our work is motivated by applications that analyze low-dimensional spatial datasets captured by high resolution sensors, such as image datasets obtained...

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Veröffentlicht in:	IEEE transactions on parallel and distributed systems Jg. 2014; S. 1063 - 1072
Hauptverfasser:	Teodoro, George, Kurc, Tahsin, Jun Kong, Cooper, Lee, Saltz, Joel
Format:	Tagungsbericht Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.05.2014
Schlagworte:	Graphics processing units Image analysis Image segmentation Instruction sets Microscopy Microwave integrated circuits Vegetation
ISBN:	1479937991, 9781479937998
ISSN:	1530-2075, 1045-9219, 1558-2183
Online-Zugang:	Volltext
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