This article analyzes streaming and batch data processing paradigms widely used in big data processing from IoT devices and examines their properties. The possibilities of using edge, fog and cloud computing systems in organizing the architecture of big data processing systems are considered.
23.04.2023 View more Download
This is an interactive, collaborative teaching approach that involves creating a learning process between students and teachers. It allows for lectures to be delivered from high to low collaboration levels and engages passive students. The focus of this approach is to engage students in a collaborative effort, where they learn to "create together." The approach activates students to take on an active learning role, instead of being passive recipients of information, which is what is usually required for standard testing.
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This work is dedicated to analyzing the dynamics of user behavior in e-government using common techniques, Customer behavior model graphs (CBMG) and Markov chains. The analysis of user behavior showed that, a lot of time is spent on searching for necessary services, browsing information, and filling out corresponding forms and in order for successful use of e-government systems in our country, it is necessary to simplify the process of filling out various forms and increase the level of automation when receiving government services
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The article presents traditional data transfer technologies, the reasons for the creation and implementation of SDN technology in cloud data centers. A comparative analysis of cloud data centers based on TCP/IP and SDN technology has been carried out. The disadvantage of SDN technology, in the form of a single point of failure, as well as ways to solve the fault tolerance of the SDN controller, are considered.
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Nowadays, intelligent animal husbandry systems are implemented with the temporary use of advanced sersor technologies. In particular, biometric and biosensors are used to monitor the health and well-being of livestock. Sensors allow real-time detection and acquisition of various indicators of animals, resulting in large amounts of digital data (BigData) for livestock management.
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Современные требования, продиктованные реформированием экономики и общества, привели к значительному увеличению ресурсоемкости учебного процесса. Для снижения ресурсоемкости учебного процесса, обеспечения большей доступности обучения в образовательных учреждениях, обучающие технологии должны стать максимально эффективными, то есть обеспечивающими высокую степень экономичности учебного процесса при более высоком качестве обучения. Необходимо широкое применение инновационно-информационных методов обучения, интенсифицирующих учебный процесс. Всего этого можно достичь грамотным планированием учебного процесса в учебном заведении. В настоящей статье приведен один из способов решения проблемы в системах автоматизации составления расписания в ВУЗах
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This article describes the content of the basic concepts of the forms of inter-budget transfers and the use of cloud technologies in the analysis of revenues and expenditures of local budgets. The content of the AppSheet platform is also covered, which is carried out by organizing practical classes based on the capabilities of the AppSheet platform, writing applications without code (no-code), mobile and web applications.
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Ushbu maqolada biz taqsimlangan saqlash tizimi sifatida Hadoop HDFS(Hadoop Distributed File System) tizimidan, parellel hisoblashni amalga oshirishda esa Hadoop MapReduce komponentidan foydalanilgan. Bundan tashqari ushbu maqolada, aynan shu katta hajmli ma’lumotlarni ananaviy hisoblashlar yordamida qayta ishlashdan olingan natijalar ham keltirilgan. Ananviy hisoblashlar va parallel hisoblashlar yordamida olingan natijalarga asoslangan holda xulosalar qilingan.
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SCIENCE & INNOVATION