{"id":4085,"date":"2020-11-26T12:15:30","date_gmt":"2020-11-26T11:15:30","guid":{"rendered":"http:\/\/10.128.3.28\/?p=4085"},"modified":"2025-01-23T08:53:29","modified_gmt":"2025-01-23T07:53:29","slug":"becaria-de-investigacion-de-cenits-presenta-su-trabajo-de-fin-de-grado","status":"publish","type":"post","link":"https:\/\/computaex.es\/en\/tfm-tfg\/becaria-de-investigacion-de-cenits-presenta-su-trabajo-de-fin-de-grado\/","title":{"rendered":"Becaria de investigaci\u00f3n de C\u00e9nitS presenta su Trabajo de Fin de Grado"},"content":{"rendered":"<div class=\"field field-name-body field-type-text-with-summary field-label-hidden\">\n<div class=\"field-items\">\n<div class=\"field-item even\">\n<p>F\u00e1tima D\u00e1vila Ben\u00edtez, becaria de investigaci\u00f3n de\u00a0<a class=\"views-ajax-processed-processed\" href=\"http:\/\/www.cenits.es\/cenits\">C\u00e9nitS<\/a>, ha defendido en la Sala Polivalente de la\u00a0<a class=\"views-ajax-processed-processed\" href=\"https:\/\/www.unex.es\/conoce-la-uex\/centros\/epcc\">Escuela Polit\u00e9cnica<\/a>\u00a0de C\u00e1ceres su Trabajo Fin de Grado (TFG), titulado \u00ab<em>Big GeoData &#8211; Implantaci\u00f3n de un entorno Big Data para la integraci\u00f3n y an\u00e1lisis de datos geoespaciales en el centro de supercomputaci\u00f3n extreme\u00f1o C\u00e9nitS-COMPUTAEX<\/em>\u00ab, codirigido por D. F\u00e9lix Rodr\u00edguez, profesor de la\u00a0<a class=\"views-ajax-processed-processed\" href=\"https:\/\/www.unex.es\/\">Universidad de Extremadura<\/a>, y D. Jos\u00e9 Luis Gonz\u00e1lez, Director General de la Fundaci\u00f3n\u00a0<a class=\"views-ajax-processed-processed\" href=\"\/en\/descripcion-la-fundacion\/\">COMPUTAEX<\/a>, para la obtenci\u00f3n del Grado en Ingenier\u00eda Inform\u00e1tica en Ingenier\u00eda del Software de dicha Universidad.<\/p>\n<p>En el proyecto se ha implementado un proceso completo de Big Data utilizando datos meteorol\u00f3gicos con el objetivo de conseguir informaci\u00f3n \u00fatil de determinadas zonas de inter\u00e9s. Los datos fueron obtenidos de las bases de datos de la NASA, siendo estructurados para aprovechar la informaci\u00f3n de sus sat\u00e9lites sobre la actividad del viento en la superficie de mares y oc\u00e9anos. Adicionalmente, estos datos fueron transformados y almacenados en una base de datos NoSQL de c\u00f3digo abierto, MongoDB. La informaci\u00f3n fue seleccionada siguiendo estudios de viabilidad de trabajos previos, con tratamiento indexado de los datos georeferenciados mediante el uso de un \u00edndice 2dsphere. Asimismo, los datos directamente descargados de los repositorios NASA se fueron transformados para realizar procesamientos selectivos por regiones de inter\u00e9s con t\u00e9cnicas MapReduce, debido al gran volumen de datos a tratar, utilizando para ello Apache Hadoop.<\/p>\n<p>El algoritmo MapReduce desarrollado por D\u00e1vila tiene dos tareas principales, por un lado, Map se encarga de tomar un conjunto de coordenadas y le asigna una clave dependiendo de la regi\u00f3n a la que pertenezca y, en segundo lugar, Reduce toma el conjunto de elementos proporcionado por Map y combina los elementos en un conjunto m\u00e1s peque\u00f1o, realizando un filtrado de datos. Por \u00faltimo, para ejectuar tareas anal\u00edticas sobre los datos seleccionados mediante MapReduce o por consulta directa sobre la base de datos MongoDB, se permite la invocaci\u00f3n a los algoritmos alojados en el entorno WEKA (Waikato Environment for Knowledge Analysis), facilitando as\u00ed el empleo de algoritmos de an\u00e1lisis de cada una de las regiones obtenidas. Todo el proyecto se lleva a cabo en una m\u00e1quina virtual de SpatialHadoop, analizando su escalabilidad con diferentes configuraciones de cara a su posterior implantaci\u00f3n en un entorno HPC (High-Perfomance Computing).<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-gal-imagenn field-type-image field-label-hidden\">\n<table>\n<tbody>\n<tr class=\"grid-field-row odd\">\n<td class=\"grid-field-col\"><a class=\"colorbox views-ajax-processed-processed\" title=\"\u200bBecaria de investigaci\u00f3n de C\u00e9nitS presenta su Trabajo de Fin de Grado\" href=\"https:\/\/www.cenits.es\/sites\/cenits.es\/files\/galeria_imagenes\/20201126_tfg-fatima_01.jpeg\" data-colorbox-gallery=\"gallery-node-2038-8yZcdpUXxBs\" data-cbox-img-attrs=\"{&quot;title&quot;: &quot;&quot;, &quot;alt&quot;: &quot;&quot;}\"><img decoding=\"async\" title=\"\" src=\"https:\/\/www.cenits.es\/sites\/cenits.es\/files\/styles\/medium\/public\/galeria_imagenes\/20201126_tfg-fatima_01.jpeg?itok=xw7IDHfo\" alt=\"\" width=\"220\" height=\"165\" \/><\/a><\/td>\n<td class=\"grid-field-col\"><a class=\"colorbox views-ajax-processed-processed\" title=\"\u200bBecaria de investigaci\u00f3n de C\u00e9nitS presenta su Trabajo de Fin de Grado\" href=\"https:\/\/www.cenits.es\/sites\/cenits.es\/files\/galeria_imagenes\/20201126_tfg-fatima_02.jpeg\" data-colorbox-gallery=\"gallery-node-2038-8yZcdpUXxBs\" data-cbox-img-attrs=\"{&quot;title&quot;: &quot;&quot;, &quot;alt&quot;: &quot;&quot;}\"><img decoding=\"async\" title=\"\" src=\"https:\/\/www.cenits.es\/sites\/cenits.es\/files\/styles\/medium\/public\/galeria_imagenes\/20201126_tfg-fatima_02.jpeg?itok=y-BtJOID\" alt=\"\" width=\"220\" height=\"165\" \/><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>F\u00e1tima D\u00e1vila Ben\u00edtez, becaria de investigaci\u00f3n de\u00a0C\u00e9nitS, ha defendido en la Sala Polivalente de la\u00a0Escuela Polit\u00e9cnica\u00a0de C\u00e1ceres su Trabajo Fin de Grado (TFG), titulado \u00abBig GeoData &#8211; Implantaci\u00f3n de un &#8230;<\/p>","protected":false},"author":1,"featured_media":4086,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86],"tags":[],"class_list":["post-4085","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tfm-tfg"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - 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