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Comparative Analysis of Digitalization Efficiency Estimation Methods Using Desktop Grid

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Supercomputing (RuSCDays 2023)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 14389))

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Abstract

In this paper we apply distributed computing to comparative analysis of digitalization efficiency estimation methods tailored to aquaculture. A modified method of digitalization efficiency estimation is presented and discussed. Numerical experiments are performed to demonstrate the capabilities of the novel approach.

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References

  1. Anderson, D.: Boinc: a platform for volunteer computing. J. Grid Comput. 18 (2020)

    Google Scholar 

  2. Anisiforov, A., Anisiforova, L.: Methods of evaluating the effectiveness of information systems and information technologies in business [Textbook, in Russian]. Saint Petersburg State Polytechnic University, Institute of Engineering and Economics, Department of Information Systems in Economics and Management (2014)

    Google Scholar 

  3. Anisiforov, A., Kalyazina, S., Tereshchenko, E.: Digitalization of corporate logistics processes in the architecture of large industrial enterprises. In: Ilin, I., Jahn, C., Tick, A. (eds.) Digital Technologies in Logistics and Infrastructure, pp. 298–308. Springer, Cham (2023). https://doi.org/10.1007/978-3-031-24434-6_28

  4. Asalieva, Z.A.: Priorities of digital development in Russian federation regions. Vestnik Plekhanov Russ. Univ. Econ. (6), 78–88 (2022). https://doi.org/10.21686/2413-2829-2022-6-78-88

  5. Astafiev, S.N., Rumyantsev, A.S.: Distributed computing of R applications using RBOINC package with applications to parallel discrete event simulation. In: Vishnevskiy, V.M., Samouylov, K.E., Kozyrev, D.V. (eds.) Distributed Computer and Communication Networks: 24th International Conference (DCCN 2021), Moscow, 20–24 September 2021, Revised Selected Papers, pp. 396–407. Springer, Cham (2022). https://doi.org/10.1007/978-3-030-97110-6_31

  6. Bekarev, A., Konovalchikova, E., Ivashko, E.: Evaluation of software effectiveness in the production of trout [in Russian]. In: Digital Technologies in Education, Science, Society, pp. 30–33. Petrozavodsk State University (2019)

    Google Scholar 

  7. Chang, V., Ramachandran, M.: Financial modeling and prediction as a service. J. Grid Comput. 15(2), 177–195 (2017). https://doi.org/10.1007/s10723-017-9393-3

  8. Ivashko, E.E., Nikitina, N.N., Möller, S.: High-performance virtual screening in a boinc-based enterprise desktop grid. Vestnik Yuzhno-Ural’skogo Gosudarstvennogo Universiteta. Seriya “Vychislitelnaya Matematika i Informatika” 4(1), 57–63 (2015)

    Google Scholar 

  9. Kokhanova, V.S.: Fuzzy logic apparatus as a tool for assessing the effectiveness of digitalization of a company. Vestnik Universiteta (2), 36–41 (2021). https://doi.org/10.26425/1816-4277-2021-2-36-41

  10. Kokuytseva, T., Ovchinnikova, O.: Methodological approaches to performance evaluation of enterprises digital transformation in high-tech industries. Creative Econ. 15(6), 2413–2430 (2021). https://doi.org/10.18334/ce.15.6.112192’

  11. Kolmykova, T., Obukhova, A., Grishaeva, O.: Assessment of economic efficiency of digital technologies introduction in agricultural enterprise. Bullet. Agrar. Sci. 2(89), 129–136 (2021). https://doi.org/10.17238/issn2587-666x.2021.2.129

  12. Lin, F.P., Lee, C.F., Chung, H.: Computer Technology for Financial Service, pp. 1341–1379. Springer, New York (2015). https://doi.org/10.1007/978-1-4614-7750-1_49

  13. Lyubimenko, D.A., Vaisman, E.D.: Methodical approach to evaluation of effectiveness of the digital investment projects 47(4), 718–728 (2021). https://doi.org/10.18413/2687-0932-2020-47-4-718-728

  14. Monge Quevedo, A., Sandoval, A., Carreño, M., carreño, D.: Aquaculture 4.0 Is the Digital Revolution that Is Not Coming to the Little Mexican Farmers, pp. 70–75 (2021)

    Google Scholar 

  15. Nikitina, N., Manzyuk, M., Jukić, M., Podlipnik, Č, Kurochkin, I., Albertian, A.: Toward crowdsourced drug discovery: start-up of the volunteer computing project sidock@home. In: Voevodin, V., Sobolev, S. (eds.) Supercomputing, pp. 513–524. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-92864-3_39

  16. Perevoznikova, N., Myznikova, M.: Evaluating the effectiveness of the digital strategy transformations. In: Donetsk Readings 2020: Education, Science, Innovation, Culture and Modern Challenges: Proceedings of the V International Scientific Conference [in Russian], vol. 3, pp. 411–414. Donetsk National University (2020). https://elib.spbstu.ru/dl/2/id20-237.pdf

  17. R Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria (2021). https://www.R-project.org/

  18. Spatar, A., Shirokova, S.V.: Systematic approach to assess the effectivness of enterprise digital technologies. In: System Analysis in Design and Management: Collection of Scientific Papers of the XXIV International Scientific and Educational-practical Conference, 13–14 October 2020: [in 3 parts]. Part 3 [in Russian], pp. 384–394. Polytech-Press, Saint Petersburg (2020). https://elib.spbstu.ru/dl/2/id20-237.pdf

  19. Tropnikova, N.: Provision of qualified personnel for marine industrial fishing enterprises as a reserve for the development of the arctic regions. Manag. Mod. Syst. 2(26), 55–62 (2020)

    Google Scholar 

  20. Trusov, A., Trusov, V., Bochkarev, A.: Evaluating the effectiveness of digital transformation projects. Bullet. Sci. Conf. 106–108 (2019)

    Google Scholar 

  21. Tsybareva, M.E., Vasyaicheva, V.A.: Assessment of the effectiveness of implementing “smart city” elements in the process of digitalization of the urban environment. Vestnik of Samara University. Econ. Manag. 11(2), 83–91 (2020). https://doi.org/10.18287/2542-0461-2020-11-2-83-91

  22. Weidong, L., Gaishan, Z., Hailiang, W., Xianghui, X., Yujing, W., Huiqing, Z.: Application of grid computing in petroleum exploration. In: 2006 Fifth International Conference on Grid and Cooperative Computing Workshops, pp. 27–34 (2006)

    Google Scholar 

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Acknowledgements

This research is supported by RSF, project No 23-21-00048. The authors thank the reviewers for carefully reading the paper and Alexander Rumyantsev for helpful discussions.

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Correspondence to Alexander Bekarev .

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Bekarev, A., Golovin, A. (2023). Comparative Analysis of Digitalization Efficiency Estimation Methods Using Desktop Grid. In: Voevodin, V., Sobolev, S., Yakobovskiy, M., Shagaliev, R. (eds) Supercomputing. RuSCDays 2023. Lecture Notes in Computer Science, vol 14389. Springer, Cham. https://doi.org/10.1007/978-3-031-49435-2_3

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  • DOI: https://doi.org/10.1007/978-3-031-49435-2_3

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