Distributed architecture of information system for analysis and forecast of natural and climatic processes

V. A. Krutikov, E. P. Gordov, V. A. Tartakovsky, I. A. Botygin, V. S. Sherstnev, A. I. Sherstneva

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper reviews the concept of designing an open, horizontally scalable distributed information and computing environment, presented in the form of decentralized resource architecture (including computing nodes, storage nodes, communication channels) with decentralized computations and data management. The distributed infrastructure divided into two main components, the computational cluster and the storage cluster. Management of the cluster assigned to specialized frameworks - the infrastructure manager, network manager, computing manager, storage manager, authorization manager, web manager, upload manager. This paper shows the results of a practical study of the processed meteorological parameters obtained with standard ultrasonic weather station on the developed information-computational environment.

Original languageEnglish
Title of host publication22nd International Symposium on Atmospheric and Ocean Optics
Subtitle of host publicationAtmospheric Physics
EditorsOleg A. Romanovskii, Gennadii G. Matvienko
PublisherSPIE
ISBN (Electronic)9781510605114
DOIs
Publication statusPublished - 2016
Event22nd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics - Tomsk, Russian Federation
Duration: 30 Jun 20163 Jul 2016

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume10035
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference22nd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics
CountryRussian Federation
CityTomsk
Period30.6.163.7.16

Keywords

  • Big data
  • Distributed computing
  • Distributed file system
  • Grid-technologies
  • Personal grid
  • Virtual organization

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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  • Cite this

    Krutikov, V. A., Gordov, E. P., Tartakovsky, V. A., Botygin, I. A., Sherstnev, V. S., & Sherstneva, A. I. (2016). Distributed architecture of information system for analysis and forecast of natural and climatic processes. In O. A. Romanovskii, & G. G. Matvienko (Eds.), 22nd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics [1003508] (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 10035). SPIE. https://doi.org/10.1117/12.2249133