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The algorithm is described for filtering out anomalous measurements of time delays in executing Oracle database procedures. The use of this approach in the information system for assessing the technical condition of technological facilities of Gazprom showed a significant gain in the quality of the system administration and allowed identifying "bottlenecks" in its operation. A mathematical model is described that includes both the noise component of the measured delay values and anomalous measurements caused by irregular external influences. A software module for filtering anomalous measurements based on the proposed algorithm has been developed, which increases the stability of the system and improves the quality of management decision-making in the corporation. </div> <br /> </div> <div id="articleSubject"> <h4>Keywords</h4> <br /> <div>binary problem, database, information system, robust algorithm, statistical analysis, the anomalous measurements.</div> <br /> </div> <div id="articleCitations"> <h4>References</h4> <br /> <div> <p style="text-align: justify;">Zavyalov A.P. (2018). ‘Analysis of modern trends of repair-technical and diagnostic services development of oil and gas production companies’. Equipment and technologies for oil and gas complex. 6, pp. 67 – 72. DOI: 10.30713/1999-6934-2018-6-67-72.</p> <p style="text-align: justify;">Khasanov M.M., Maksimov Yu.V., Skudar O.O., Mozhchil A.F., Starostenko R.V., Vershinin S.A., Pashkevich L.A., Tretiakov S.V. (2019). ‘Value-driven engineering in Gazprom Neft’. 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