Skip to main content
Top
Published in: Journal of Network and Systems Management 2/2019

13-07-2018

The Analytical Model for Distributed Computer System Parameters Control Based on Multi-factoring Estimations

Authors: Zhengbing Hu, Vadym Mukhin, Yaroslav Kornaga, Oksana Herasymenko, Yevgenii Mostoviy

Published in: Journal of Network and Systems Management | Issue 2/2019

Log in

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

search-config
loading …

Abstract

In this paper the approach and mechanisms for the complex analysis of the Distributed Computer System (DCS) parameters taking into account several criteria DCS functioning to select an efficient configuration of DCS resources are suggested. There are the analytical evaluations of DCS parameters such as: performance, security, reliability, data transfer rate, depending on the DCS dimension (number of nodes) taking into account the specific of their realization. The complex analytical model for the DCS parameters is suggested. The model allows estimate the parameters of DCS, depending on the number of nodes. The suggested model allows evaluate the impact of the number of nodes on the parameters of its functionality. In addition, this model on the design phase allows determine the DCS parameters for a certain number of DCS nodes. The suggested model allows set a certain level for the normalized DCS parameters, which should meet the all four parameters of the DCS, and to get the set of nodes, which should form the DCS cluster.

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
2.
go back to reference Miorandi, D., Sicari, S., Pellegrini, F., Chlamtac, I.: Internet of things: vision, applications and research challenges. Ad Hoc Netw. 10, 1497–1516 (2012)CrossRef Miorandi, D., Sicari, S., Pellegrini, F., Chlamtac, I.: Internet of things: vision, applications and research challenges. Ad Hoc Netw. 10, 1497–1516 (2012)CrossRef
3.
go back to reference Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of things (IoT): a vision, architectural elements, and future directions. Future Gener. Comput. Syst. 29, 1645–1660 (2013)CrossRef Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of things (IoT): a vision, architectural elements, and future directions. Future Gener. Comput. Syst. 29, 1645–1660 (2013)CrossRef
4.
go back to reference Fernando, N., Loke, S.W., Rahayu, W.: Mobile cloud computing: a survey. Future Gener. Comput. Syst. 29, 84–106 (2013)CrossRef Fernando, N., Loke, S.W., Rahayu, W.: Mobile cloud computing: a survey. Future Gener. Comput. Syst. 29, 84–106 (2013)CrossRef
6.
go back to reference Hung, P.P., Bui, T.-A., Soonil, K., Huh, E.-N.: A new technique for optimizing resource allocation and data distribution in mobile cloud computing. Elektronika ir Elektrotechnika 22(1), 73–80 (2016)CrossRef Hung, P.P., Bui, T.-A., Soonil, K., Huh, E.-N.: A new technique for optimizing resource allocation and data distribution in mobile cloud computing. Elektronika ir Elektrotechnika 22(1), 73–80 (2016)CrossRef
7.
go back to reference Hwang, K., Bai, X., Shi, Y., Li, M., Chen, W.-G., Wu, Y.: Cloud performance modeling with benchmark evaluation of elastic scaling strategies. IEEE Trans. Parallel Distrib. Syst. 27, 130–143 (2016)CrossRef Hwang, K., Bai, X., Shi, Y., Li, M., Chen, W.-G., Wu, Y.: Cloud performance modeling with benchmark evaluation of elastic scaling strategies. IEEE Trans. Parallel Distrib. Syst. 27, 130–143 (2016)CrossRef
8.
go back to reference Wang, C., Ming, L., Zhao, J., Wang, D.: A general framework for network survivability testing and evaluation. J. Netw. 6, 831–841 (2011) Wang, C., Ming, L., Zhao, J., Wang, D.: A general framework for network survivability testing and evaluation. J. Netw. 6, 831–841 (2011)
10.
go back to reference Trivedi, K.S., Xia, R.: Quantification of system survivability. Telecommun. Syst. 60, 451–470 (2015)CrossRef Trivedi, K.S., Xia, R.: Quantification of system survivability. Telecommun. Syst. 60, 451–470 (2015)CrossRef
11.
go back to reference Mukhin, V.Y., Shyrochin, V.P.: Adaptive security mechanisms for the computer networks based on risk analysis. J. Qafqaz Univ. Issue Math. Comput. Sci. 1(1), 11–16 (2013) Mukhin, V.Y., Shyrochin, V.P.: Adaptive security mechanisms for the computer networks based on risk analysis. J. Qafqaz Univ. Issue Math. Comput. Sci. 1(1), 11–16 (2013)
12.
go back to reference Wang, C., Wang, Q., Ren, K., Cao, N., Lou, W.: Toward secure and dependable storage services in cloud computing. IEEE Trans. Serv. Comput. 5(2), 220–232 (2012)CrossRef Wang, C., Wang, Q., Ren, K., Cao, N., Lou, W.: Toward secure and dependable storage services in cloud computing. IEEE Trans. Serv. Comput. 5(2), 220–232 (2012)CrossRef
15.
go back to reference Hegr, T., Voznak, M., Kozak, M., Bohac, L.: Measurement of switching latency in high data rate ethernet networks. Elektronika ir Elektrotechnika 21(3), 74–78 (2015)CrossRef Hegr, T., Voznak, M., Kozak, M., Bohac, L.: Measurement of switching latency in high data rate ethernet networks. Elektronika ir Elektrotechnika 21(3), 74–78 (2015)CrossRef
17.
go back to reference Gene, A.: Validity of the single processor approach to achieving largescale computing capabilities. In: 1967 AFIPS Conference Proceedings, pp. 483–485 (1967) Gene, A.: Validity of the single processor approach to achieving largescale computing capabilities. In: 1967 AFIPS Conference Proceedings, pp. 483–485 (1967)
18.
go back to reference Sun, X.-H., Chen, Y.: Reevaluating Amdahl’s law in the multicore era. J. Parallel Distrib. Comput. 70, 183–188 (2010)CrossRefMATH Sun, X.-H., Chen, Y.: Reevaluating Amdahl’s law in the multicore era. J. Parallel Distrib. Comput. 70, 183–188 (2010)CrossRefMATH
19.
go back to reference Chowdhury, M., Zaharia, M., Ma, J., Jordan, M.I., Stoica, I.: Managing data transfers in computer clusters with orchestra. In: 2011 Proceedings of the ACM SIGCOMM 2011 Conference, pp. 98–109 (2011) Chowdhury, M., Zaharia, M., Ma, J., Jordan, M.I., Stoica, I.: Managing data transfers in computer clusters with orchestra. In: 2011 Proceedings of the ACM SIGCOMM 2011 Conference, pp. 98–109 (2011)
20.
go back to reference Xie, M., Dai, Y.S., Poh, K.-L.: Computing System Reliability. Models and Analysis. Kluwer, New York (2004) Xie, M., Dai, Y.S., Poh, K.-L.: Computing System Reliability. Models and Analysis. Kluwer, New York (2004)
21.
go back to reference Vishwanath, K.V., Nagappan, N.: Characterizing cloud computing hardware reliability. In: 2010 SoCC’10 Proceedings of the 1st ACM Symposium on Cloud Computing, pp. 193–204 (2010) Vishwanath, K.V., Nagappan, N.: Characterizing cloud computing hardware reliability. In: 2010 SoCC’10 Proceedings of the 1st ACM Symposium on Cloud Computing, pp. 193–204 (2010)
22.
go back to reference Mukhin, V.Y., Volokyta, A.N.: Integrated safety mechanisms based on security risks minimization for the distributed computer systems. Int. J. Comput. Netw. Inf. Secur. (IJCNIS) 5(2), 21–28 (2013) Mukhin, V.Y., Volokyta, A.N.: Integrated safety mechanisms based on security risks minimization for the distributed computer systems. Int. J. Comput. Netw. Inf. Secur. (IJCNIS) 5(2), 21–28 (2013)
25.
go back to reference Jha, R.K., Kharga, P.: A comparative performance analysis of routing protocols in MANET using NS3 simulator. Int. J. Comput. Netw. Inf. Secur. 2015(4), 62–68 (2015) Jha, R.K., Kharga, P.: A comparative performance analysis of routing protocols in MANET using NS3 simulator. Int. J. Comput. Netw. Inf. Secur. 2015(4), 62–68 (2015)
26.
go back to reference Madhurya, M., Ananda Krishna, B., Subhashini, T.: Implementation of enhanced security algorithms in mobile ad hoc networks. Int. J. Comput. Netw. Inf. Secur. 2, 30–37 (2014) Madhurya, M., Ananda Krishna, B., Subhashini, T.: Implementation of enhanced security algorithms in mobile ad hoc networks. Int. J. Comput. Netw. Inf. Secur. 2, 30–37 (2014)
27.
go back to reference Mukhin, V.Y., Bidkov, A.Y., Thinh, V.D.: The forming of trust level to the nodes in the distributed computer systems. In: 2012 Proceedings of XIth International Conference “Modern Problems of Radio Engineering, Telecommunications and Computer Science TCSET’2012”, p. 362 (2012) Mukhin, V.Y., Bidkov, A.Y., Thinh, V.D.: The forming of trust level to the nodes in the distributed computer systems. In: 2012 Proceedings of XIth International Conference “Modern Problems of Radio Engineering, Telecommunications and Computer Science TCSET’2012”, p. 362 (2012)
Metadata
Title
The Analytical Model for Distributed Computer System Parameters Control Based on Multi-factoring Estimations
Authors
Zhengbing Hu
Vadym Mukhin
Yaroslav Kornaga
Oksana Herasymenko
Yevgenii Mostoviy
Publication date
13-07-2018
Publisher
Springer US
Published in
Journal of Network and Systems Management / Issue 2/2019
Print ISSN: 1064-7570
Electronic ISSN: 1573-7705
DOI
https://doi.org/10.1007/s10922-018-9468-x

Other articles of this Issue 2/2019

Journal of Network and Systems Management 2/2019 Go to the issue

Premium Partner