Skip to main content
Top

2019 | OriginalPaper | Chapter

Conceptual Big Data Processing Model for the Tasks of Smart Cities Environmental Monitoring

Authors : Dmitry Voronin, Victoria Shevchenko, Olga Chengar, Elena Mashchenko

Published in: Digital Transformation and Global Society

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The systems-technical analysis of the processes of collecting, storing, processing and analysing of Big Data arising in the tasks of environmental monitoring in the framework of the «Smart City» project is considered. A conceptual Big Data processing model of an environmental monitoring based on a NIST Big Data Reference Architecture is proposed.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
6.
go back to reference Knyazkov, K., Larchenko, A.: Domain-specific technologies for developing applications in distributed environments. Izv. vuzov. Priborostroyeniye. 54(10), 29–36 (2011). (in Russian) Knyazkov, K., Larchenko, A.: Domain-specific technologies for developing applications in distributed environments. Izv. vuzov. Priborostroyeniye. 54(10), 29–36 (2011). (in Russian)
7.
go back to reference Bukhanovsky, A., Vasiliev, V., Vinogradov, V., Smirnov, D., Sukhorukov, S., Yapparov, T.: CLAVIRE: a promising second generation cloud computing technology, 54(10), 7–14 (2011). (in Russian) Bukhanovsky, A., Vasiliev, V., Vinogradov, V., Smirnov, D., Sukhorukov, S., Yapparov, T.: CLAVIRE: a promising second generation cloud computing technology, 54(10), 7–14 (2011). (in Russian)
8.
go back to reference Kovalchuk, S., Maslov, V.: Intellectual support of the process of designing composite applications in distributed problem-oriented environments. Izv. vuzov. Priborostroyeniye. 54(10), 29–36 (2011). (in Russian) Kovalchuk, S., Maslov, V.: Intellectual support of the process of designing composite applications in distributed problem-oriented environments. Izv. vuzov. Priborostroyeniye. 54(10), 29–36 (2011). (in Russian)
9.
go back to reference Bukhanovsky, A., Zhitnikov, A., Petrosyan, S., Slotos, P.: High-performance emergency computing technology to prevent the threat of flooding. Izv. vuzov. Priborostroyeniye. 54(10), 14–20 (2011). (in Russian) Bukhanovsky, A., Zhitnikov, A., Petrosyan, S., Slotos, P.: High-performance emergency computing technology to prevent the threat of flooding. Izv. vuzov. Priborostroyeniye. 54(10), 14–20 (2011). (in Russian)
11.
go back to reference Gorbunova, T.: Bioindication in the environmental monitoring system during the transition to the sustainable development of the agglomerate of the resort city of Sochi. Environ. Control Syst. 8(28), 47–54 (2016). (in Russian) Gorbunova, T.: Bioindication in the environmental monitoring system during the transition to the sustainable development of the agglomerate of the resort city of Sochi. Environ. Control Syst. 8(28), 47–54 (2016). (in Russian)
12.
go back to reference Gaysky, V., Gaysky, P.: Measuring environment temperature at sea. Environ. Control Syst. 9(29), 36–40 (2017). (in Russian) Gaysky, V., Gaysky, P.: Measuring environment temperature at sea. Environ. Control Syst. 9(29), 36–40 (2017). (in Russian)
13.
go back to reference Ramazin, A.N.: Calculation of the error in determining the practical salinity based on the STP measurements. Environ. Control Syst. 9(29), 7–18 (2017). (in Russian) Ramazin, A.N.: Calculation of the error in determining the practical salinity based on the STP measurements. Environ. Control Syst. 9(29), 7–18 (2017). (in Russian)
14.
go back to reference Skatkov, A., Shevchenko, V., Mashchenko, E., Voronin, D., Klepikov, V.: Model of the organization of the monitoring system based on a distributed block-type storage system. In: The Collection: Simulation Modeling. Theory and Practice. The Eighth All-Russian Scientific-Practical Conference on Simulation Modeling and its Application in Science and Industry, St. Petersburg, pp. 527–531 (2017). (in Russian) Skatkov, A., Shevchenko, V., Mashchenko, E., Voronin, D., Klepikov, V.: Model of the organization of the monitoring system based on a distributed block-type storage system. In: The Collection: Simulation Modeling. Theory and Practice. The Eighth All-Russian Scientific-Practical Conference on Simulation Modeling and its Application in Science and Industry, St. Petersburg, pp. 527–531 (2017). (in Russian)
15.
go back to reference Skatkov, A., Voronin, D., Skatkov, I.: Simulation modeling of degradation failures of primary meters of the monitoring system. Environ. Control Syst. 9(29), 50–58 (2017). (in Russian) Skatkov, A., Voronin, D., Skatkov, I.: Simulation modeling of degradation failures of primary meters of the monitoring system. Environ. Control Syst. 9(29), 50–58 (2017). (in Russian)
16.
go back to reference Biktimirov, M., Elizarov, A., Scherbakov, A.: Trends in the development of big data processing technologies and tools for storing multi-format data and analytics. Electron. Libr. 19(5), 390–407 (2016). (in Russian) Biktimirov, M., Elizarov, A., Scherbakov, A.: Trends in the development of big data processing technologies and tools for storing multi-format data and analytics. Electron. Libr. 19(5), 390–407 (2016). (in Russian)
17.
go back to reference Yemelchenkov, E., Avdeev, D., Koparenko, E.: Big data and functional data complexes. Comput. Math. Syst. Appl. 15, 80–81 (2014). (in Russian) Yemelchenkov, E., Avdeev, D., Koparenko, E.: Big data and functional data complexes. Comput. Math. Syst. Appl. 15, 80–81 (2014). (in Russian)
18.
go back to reference Kachalov, D., Farhadov, M.: Research of technologies for collecting and processing big data in large-scale economic systems. Proc. Volgograd State-Impact Tech. Univ. 15(210), 94–98 (2017). (in Russian) Kachalov, D., Farhadov, M.: Research of technologies for collecting and processing big data in large-scale economic systems. Proc. Volgograd State-Impact Tech. Univ. 15(210), 94–98 (2017). (in Russian)
19.
go back to reference Arkhipova, O., Surkov, F.: Representation of big data in decision support tasks for ensuring the sustainable development of the region. Math. Methods Pattern Recogn. 18(1), 78–79 (2017). (in Russian) Arkhipova, O., Surkov, F.: Representation of big data in decision support tasks for ensuring the sustainable development of the region. Math. Methods Pattern Recogn. 18(1), 78–79 (2017). (in Russian)
20.
go back to reference Nikonov, V., Miklyaev, E.: Assessment of the need to use the methods of large data in city management systems. Sci. Look Future 1(6), 68–72 (2017). (in Russian) Nikonov, V., Miklyaev, E.: Assessment of the need to use the methods of large data in city management systems. Sci. Look Future 1(6), 68–72 (2017). (in Russian)
21.
go back to reference Kupriyanovskiy, V., Kupriyanovskiy, P., Namiot, D.: Standardization of smart cities, the internet of things and big data. Considerations for practical use in Russia. Int. J. Open Inf. Technol. 4(2), 34–39 (2016). (in Russian) Kupriyanovskiy, V., Kupriyanovskiy, P., Namiot, D.: Standardization of smart cities, the internet of things and big data. Considerations for practical use in Russia. Int. J. Open Inf. Technol. 4(2), 34–39 (2016). (in Russian)
26.
go back to reference Khodyaev, A., Shevyrnogov, A., Kartushinsky, A.: Satellite data processing software for environmental monitoring of world ocean waters. Bull. Siberian State Aerosp. Univ. named after academician MF Reshetnev 3(36), 127–131 (2011). (in Russian) Khodyaev, A., Shevyrnogov, A., Kartushinsky, A.: Satellite data processing software for environmental monitoring of world ocean waters. Bull. Siberian State Aerosp. Univ. named after academician MF Reshetnev 3(36), 127–131 (2011). (in Russian)
27.
go back to reference Uzhinsky, A., Ososkov, G., Frontasyeva, M.: Management of environmental monitoring data. Open Syst. DBMS 4, 42–43 (2017). (in Russian) Uzhinsky, A., Ososkov, G., Frontasyeva, M.: Management of environmental monitoring data. Open Syst. DBMS 4, 42–43 (2017). (in Russian)
30.
go back to reference Bruks, P.: Metrics for IT Service Management. Alpina Business Books, Moscow (2008). (In Russian) Bruks, P.: Metrics for IT Service Management. Alpina Business Books, Moscow (2008). (In Russian)
31.
go back to reference Bon, Ya.V., Kemmerling, G., Pondaman, D.: IT Service Management, Introduction. IT Expert, Moscow (2003). (In Russian) Bon, Ya.V., Kemmerling, G., Pondaman, D.: IT Service Management, Introduction. IT Expert, Moscow (2003). (In Russian)
Metadata
Title
Conceptual Big Data Processing Model for the Tasks of Smart Cities Environmental Monitoring
Authors
Dmitry Voronin
Victoria Shevchenko
Olga Chengar
Elena Mashchenko
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-37858-5_17

Premium Partner