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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Bibliographic Details
Published in:	IEEE transactions on parallel and distributed systems Vol. 2014; pp. 1063 - 1072
Main Authors:	Teodoro, George, Kurc, Tahsin, Jun Kong, Cooper, Lee, Saltz, Joel
Format:	Conference Proceeding Journal Article
Language:	English
Published:	United States IEEE 01.05.2014
Subjects:	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 Access:	Get full text
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