DocumentCode
3681491
Title
Adaptive processing of Earth Observation data on Cloud infrastructures based on workflow description
Author
Victor Bacu;Teodor Stefanut;Dorian Gorgan
Author_Institution
Computer Science Department, Technical University of Cluj-Napoca, Memorandumului 28, Romania
fYear
2015
Firstpage
449
Lastpage
454
Abstract
The analysis of Earth Observation data is a challenging task due to the variety, velocity and volume of incoming data from various sources. As storing all the raw data is almost impossible, knowledge extraction would be a recommended approach in reducing data size without losing valuable information. For describing the complex processing required to extract knowledge we propose a flexible solution based on workflows and an adaptive execution platform. The main focus of this paper is the Executor component that is oriented on scalability and isolation from the virtual resources management that can be dedicated to a specific cloud infrastructure.
Keywords
"Satellites","Earth","Big data","Data mining","Cloud computing","Virtual machining","Servers"
Publisher
ieee
Conference_Titel
Intelligent Computer Communication and Processing (ICCP), 2015 IEEE International Conference on
Type
conf
DOI
10.1109/ICCP.2015.7312701
Filename
7312701
Link To Document