Big Data. Infraestructura Virtualizada para Big Data y Aplicación Práctica
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2017-09-27
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[ES]En este Trabajo Fin de Grado se realiza un recorrido Teórico-Práctico por Big Data. Así, una primera parte teórica recorre el concepto de Big Data y el estado del arte que presenta actualmente el desarrollo de productos software que permiten gestionar grandes cantidades de datos y analizarlos, utilizando dicho análisis para la toma de decisiones. Posteriormente, a modo de aplicación práctica, se diseña, desarrolla y pone en operación una plataforma virtualizada con la infraestructura necesaria para llevar a cabo proyectos de Big Data. En la parte práctica también se realizará una aplicación de la infraestructura diseñada a un proyecto concreto de Big Data que permita visualizar como se analizan los datos y los resultados de apartamentos de Airbnb, hoteles y restaurantes en la ciudad de Barcelona, datos que pueden ser utilizados para la toma de decisiones sobre la localización de nuevos restaurantes.
[EN]In this End Project of Degree a theoretical-practical work is realized by Big Data. Thus, a first theoretical part runs the concept of Big Data and the state of the art that currently presents the development of software products that allow managing large amounts of data and analyzing them, using such analysis for decision making. Subsequently, as a practical application, a virtualized platform with the necessary infrastructure to carry out Big Data projects is designed, developed and put into operation. In the practical part, an application of the infrastructure designed for a specific Big Data project will also be carried out, allowing the visualization of the data and results of Airbnb apartments, hotels and restaurants in the city of Barcelona, which can be used To make decisions about the location of new restaurants.
[EN]In this End Project of Degree a theoretical-practical work is realized by Big Data. Thus, a first theoretical part runs the concept of Big Data and the state of the art that currently presents the development of software products that allow managing large amounts of data and analyzing them, using such analysis for decision making. Subsequently, as a practical application, a virtualized platform with the necessary infrastructure to carry out Big Data projects is designed, developed and put into operation. In the practical part, an application of the infrastructure designed for a specific Big Data project will also be carried out, allowing the visualization of the data and results of Airbnb apartments, hotels and restaurants in the city of Barcelona, which can be used To make decisions about the location of new restaurants.