Title :
Study on SAR data parallel processing using computing cluster
Author :
Yinghui Zhao ; Xijuan Yue ; Chunming Han
Author_Institution :
Inst. of Remote Sensing & Digital Earth, Beijing, China
Abstract :
This paper proposes a working framework for SAR data parallel processing using computing cluster, which includes a master node and a number of computing nodes. This framework supports coarse-grained data processing and the master node controls the whole workflow and the data distribution strategy, by which the coarse-grained data are distributed to the computing nodes in order and the computing nodes are responsible for data processing. The experiment of the real data processing demonstrates that the efficiency of the computing cluster can be improved significantly under this framework.
Keywords :
radar computing; synthetic aperture radar; SAR data parallel processing; coarse-grained data processing; computing cluster; computing nodes; master node controls; real data processing; synthetic aperture radar; Data communication; Data processing; Distribution strategy; Imaging; Local area networks; Radar polarimetry; Synthetic aperture radar; SAR data processing; coarse-grained; computing cluster; data distribution strategy;
Conference_Titel :
Advanced Research and Technology in Industry Applications (WARTIA), 2014 IEEE Workshop on
Conference_Location :
Ottawa, ON
DOI :
10.1109/WARTIA.2014.6976262