title: ÐÐµÑÐ¾Ð´Ð¸ÐºÐ° ÑÐ°ÑÑÐµÑÐ° Ð´Ð¾ÑÑÑÐ¿Ð½Ð¾ÑÑÐ¸ Ð¸ Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´Ð¸ÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ ÑÐµÑÐ²Ð¸ÑÐ°
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Methodology for calculating the availability and performance of the service
Creators: name: ÐÐ²Ð»ÐµÐ²Ð°, ÐÐ½Ð½Ð°
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: ÐÐ½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½ÑÐµ ÑÐµÑ Ð½Ð¾Ð»Ð¾Ð³Ð¸Ð¸
Ð¼ÐµÑÐ¾Ð´Ð¸ÐºÐ°
ÑÑÑÐ°Ð½Ð¸ÑÐ° ÑÐ¾ÑÑÐ¾ÑÐ½Ð¸Ñ
ÐÐ¢-Ð¸Ð½ÑÑÐ°ÑÑÑÑÐºÑÑÑÐ°
methodology
status page
IT-infrastructure

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description: The purpose of the final qualification work is to develop a methodology for calculating the availability and performance of services, which allows you to analyze and predict the parameters of reliability and efficiency of service-oriented systems to further reduce the time for dispatching. The developed methodology is based on the use of statistical and analytical models that integrate modern approaches to monitoring and assessing the state of IT infrastructures. In the course of the work, an analysis of existing solutions, such as Zabbix and Prometheus monitoring systems, was carried out. The developed software solution includes modules for data collection, storage, processing and visualization, which allows you to quickly assess the current state and trends in the development of service performance. The interaction between the modules of the system is carried out through the developed API, which provides high modularity and extensibility of the solution. As part of the implementation of the methodology, tests were conducted to verify its effectiveness and accuracy, including functional, load and stress testing. In addition, statistical analysis was used to assess the correctness of the methods. To simplify the deployment and maintenance of the solution, containerization with Docker was used. Eventually, the developed methodology and the corresponding software will be used within the framework of the IT infrastructure management project at Gazpromneft ITO LLC. The plan for further work includes scaling the system, implementing prediction mechanisms and optimizing the data collection process.