• 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