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JOURNALS // Sistemy i Sredstva Informatiki [Systems and Means of Informatics] // Archive

Sistemy i Sredstva Inform., 2018 Volume 28, Issue 3, Pages 39–53 (Mi ssi584)

Analytical information systems performance analysis: methodology for timetable and staff quantity evaluation

A. V. Borisov, A. V. Bosov, A. V. Ivanov, A. I. Stefanovich

Institute of Informatics Problems, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation

Abstract: The approach proposed earlier to evaluate the software performance based on simulation and statistical processing of experimental results is developed for the needs of staff management of an analytical information system (AIS). To this purpose, staff responsibilities are classified to decompose the major AIS tasks solved by the corresponding application software. The paper presents methodical recommendations how to choose a set of timetable characteristics and observable metrics and collect related statistical information during the AIS testing and operation. The paper also contains the algorithms for calculation of the parameters of operations timetable and their statistical refinement. The methodology for assessing the performance of staff and the required number of staff is illustrated by simple examples.

Keywords: analytical information system; probability characteristics; statistical methods; factor analysis.

Received: 19.01.2018

DOI: 10.14357/08696527180303



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