EPJ Web of Conferences (Jan 2020)

Architecture of a Compact Data GRID Cluster for Teaching Modern Methods of Data Mining in the Virtual Computer Lab

  • Belov Mikhail,
  • Korenkov Vladimir,
  • Tokareva Nadezhda,
  • Cheremisina Eugenia

DOI
https://doi.org/10.1051/epjconf/202022603004
Journal volume & issue
Vol. 226
p. 03004

Abstract

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This paper discusses the architecture of a compact Data GRID cluster for teaching new methods of Big Data analytics in the Virtual Computer Lab. Its main destination is training highly qualified IT-professionals able to solve efficiently problems of distributed data storage and processing, drawing insights, data mining, and mathematical modeling based on these data. The Virtual Computer Lab was created and successfully operated by the experts of the System Analysis and Control Department at the Dubna State University in collaboration with the Laboratory of Information Technologies (Joint Institute for Nuclear Research).