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выпускная квалификационная работа бакалавра

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Abstract

Цель настоящей работы - спроектировать и реализовать набор вспомогательных инструментов для заказчика, работодателя, архитектора решений и любого заинтересованного лица в сфере IT. В рамках данной выпускной квалификационной работы были проанализированы требования заказчика, выбраны технологии, построена архитектура проекта, а также проведен анализ существующих на рынке альтернатив, на основании которого было принято решение спроектировать и реализовать сервис, позволяющий отслеживать изменения в трендах по технологиям в реальном времени. Сервис имеет набор решений, основанных на BigData технологиях с применением Каппа-архитектуры для распределенной обработки больших объемов данных с помощью фреймворка Spark на языке Scala, а также клиент-серверное приложение, написанное на языке Java с использованием Spring.

The main purpose of this thesis is to design and develop the set of tools for customer, employer, solution architect and any interested person in IT. Customer’s requirements have been analyzed, technologies have been selected, the architecture have been created and the analysis of competitors has been performed in the course of this graduation work, on the basis of which it was decided to design and implement a service, that allows to track trends in technology trends in real time. The service has a set of solutions based on BigData technologies with the use of Kappa architecture for distributed processing of large amounts of data using the Spark framework in Scala and a client-server application written in Java using the Spring framework.

Keywords

Spark, machine learning, framework, client-server application, BigData, машинное обучение, фреймворк, клиент-серверное приложение, Java

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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