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Avtomatika i Telemekhanika, 2021, Issue 11, Pages 135–147
DOI: https://doi.org/10.31857/S000523102111009X (Mi at15833) 		 
This article is cited in 1 scientific paper (total in 1 paper)

Topical issue (end)

Schedules with priorities for online resource management problems in aggregated data access systems

V. A. Tokareva

Karlsruhe Institute of Technology, Karlsruhe, 76049 Germany
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DOI: https://doi.org/10.31857/S000523102111009X
Abstract: We study the resource management problem in an aggregated data access system on the example of a cloud storage designed to manage data from medium and small scientific experiments in astroparticle physics. Based on the approaches of queuing and scheduling theory, a mathematical model of the processes under consideration is formulated and studied. Simulation modeling has been performed to find a heuristic that minimizes the sum of the schedule criteria. It is shown that the application of this computational discipline consistently shows better results in comparison with the “naive” approaches with respect to a number of considered parameters.
Keywords: online scheduling, data management, resource management, grid computing, data lake, open research, computer schedule, modeling.
Funding agency
The author expresses her deep gratitude to colleagues from Skobeltsyn Research Institute of Nuclear Physics at Lomonosov Moscow State University (especially, A.P. Kryukov and M.D. Nguyen), Institute of Particle Astrophysics, Karlsruhe Institute of Technology (including A. Haungs, D. Wochele, J. Wochele, D. Kang, and F. Polgartu), Irkutsk State University and Matrosov Institute of System Dynamics and Control Theory of the Siberian Branch of the Russian Academy of Sciences (A.A. Mikhailov and A.O. Shigarov) for fruitful joint work in the framework of the GRADLCI (APPDS) project and for valuable discussions.
Presented by the member of Editorial Board: A. A. Lazarev

Received: 24.01.2021
Revised: 01.06.2021
Accepted: 30.06.2021
English version:
Automation and Remote Control, 2021, Volume 82, Issue 11, Pages 1939–1948
DOI: https://doi.org/10.1134/S0005117921110096
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: V. A. Tokareva, “Schedules with priorities for online resource management problems in aggregated data access systems”, Avtomat. i Telemekh., 2021, no. 11, 135–147; Autom. Remote Control, 82:11 (2021), 1939–1948
Citation in format AMSBIB
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\by V.~A.~Tokareva
\paper Schedules with priorities for online resource management problems in aggregated data access systems
\jour Avtomat. i Telemekh.
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\issue 11
\pages 135--147
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\crossref{https://doi.org/10.31857/S000523102111009X}
\transl
\jour Autom. Remote Control
\yr 2021
\vol 82
\issue 11
\pages 1939--1948
\crossref{https://doi.org/10.1134/S0005117921110096}
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    • This publication is cited in the following 1 articles:
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