{"id":47531,"date":"2014-07-08T00:00:00","date_gmt":"2014-07-07T23:00:00","guid":{"rendered":"https:\/\/www.colt.net\/resources\/del-big-data-al-big-failure\/"},"modified":"2014-07-08T00:00:00","modified_gmt":"2014-07-07T23:00:00","slug":"del-big-data-al-big-failure","status":"publish","type":"post","link":"https:\/\/legacy.colt.net\/es\/resources\/del-big-data-al-big-failure\/","title":{"rendered":"\u00bfDel Big Data al Big Failure?"},"content":{"rendered":"<p>Terabytes, petabytes, exabytes. Cuando una compa\u00f1\u00eda comienza a analizar cantidades pr\u00e1cticamente infinitas de informaci\u00f3n, existe el riesgo de caer en lo que se conoce como \u201c<a href=\"https:\/\/www.wisegeek.com\/what-is-analysis-paralysis.htm\" target=\"_blank\" rel=\"noopener noreferrer\">par\u00e1lisis por an\u00e1lisis<\/a>\u201d o, dicho de otra manera, ser sepultado por una avalancha de informaci\u00f3n sin filtrar, sin procesar, no estructurada y aparentemente inmanejable. Y es que, a pesar de los grandes beneficios que podr\u00eda proporcionarnos el Big Data, hay que tener en cuenta que esta nueva tendencia <strong>a\u00fan encierra algunos interrogantes que necesitan ser resueltos<\/strong>.<\/p>\n<p>Pr\u00e1cticamente cualquier ordenador puede calcular grandes cantidades de datos, pero al final de los mismos tiene que haber <strong>conclusiones que lleven a la toma de decisiones<\/strong>. Para ello es necesario alguien que interprete los resultados correctamente y haga el an\u00e1lisis m\u00e1s acertado. <strong>Los n\u00fameros, por s\u00ed mismos, no nos dicen nada<\/strong>. <\/p>\n<p>Los datos procesados pueden tener dos naturalezas diferentes: <strong>estructurada y no estructurada<\/strong>. Los datos estructurados se han procesado previamente, est\u00e1n etiquetados (por ejemplo, mediante meta etiquetas HTML) y pueden ser tratados de manera sencilla. Sin embargo, la gran mayor\u00eda de los que se manejan hoy en d\u00eda no est\u00e1n estructurados, y proceden de fuentes muy dispares. Son aleatorios, dif\u00edciles de analizar y existen en cantidades enormes. No hay m\u00e1s que ver los mensajes que se generan diariamente en las redes sociales. Y un post en Facebook no puede considerarse informaci\u00f3n estructurada.<\/p>\n<p>Adem\u00e1s, todos estos datos pueden ser <strong>dif\u00edciles de manejar cuando se reciben a una velocidad que supera la capacidad de procesamiento disponible<\/strong>. Para que el Big Data aporte realmente valor, debemos de poder analizar los datos a un ritmo acompasado con la velocidad a la que la informaci\u00f3n se interpreta en los procesadores. <\/p>\n<p>A\u00f1adido a la implementaci\u00f3n de la tecnolog\u00eda y el an\u00e1lisis de datos, otro problema al que se enfrentan muchas empresas es determinar <strong>a qui\u00e9n pertenece el an\u00e1lisis o la propiedad de los datos<\/strong>. Se puede dar el caso de que, en una empresa, los datos est\u00e9n repartidos entre diferentes unidades de negocio y almacenados de distintas formas y sistemas. Esto obliga a que haya una colaboraci\u00f3n conjunta y coordinada entre los departamentos. Y no s\u00f3lo esto, sino que tambi\u00e9n puede suceder que la empresa no sea la propietaria de los datos y, consecuentemente, no se puedan usar en seg\u00fan qu\u00e9 circunstancias.<\/p>\n<p>En \u00faltimo lugar, debemos tener en cuenta que la informaci\u00f3n que se genera, sobre todo a trav\u00e9s de las redes sociales, es de tal magnitud que si quisi\u00e9ramos tener toda la posible para ser absolutamente precisos en el an\u00e1lisis, nunca terminar\u00edamos de hacer este proceso. Empieza a suceder que este exceso de datos lleva a la par\u00e1lisis, al bloqueo en la toma de decisiones porque <strong>no se sabe marcar l\u00edmites ni identificar cu\u00e1les son las m\u00e9tricas y los KPIs que bastan para que dibujemos el cuadro de mando ideal<\/strong>.<\/p>\n<p>\u00c9se es el reto: no tanto procesar el mayor volumen de informaci\u00f3n posible, sino <strong>saber qu\u00e9 datos son los que verdaderamente aportan valor.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Terabytes, petabytes, exabytes. Cuando una compa\u00f1\u00eda comienza a analizar cantidades pr\u00e1cticamente infinitas de informaci\u00f3n, existe el riesgo de caer en lo que se conoce como \u201cpar\u00e1lisis por an\u00e1lisis\u201d o, dicho de otra manera, ser sepultado por una avalancha de informaci\u00f3n sin filtrar, sin procesar, no estructurada y aparentemente inmanejable. Y es que, a pesar de&#8230;<\/p>\n","protected":false},"author":112,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"colt_type":[],"colt_ind":[],"colt_products":[],"colt_solutions":[],"class_list":["post-47531","post","type-post","status-publish","format-standard","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u00bfDel Big Data al Big Failure? - Colt Technology Services<\/title>\n<meta name=\"description\" content=\"\u00bfDel Big Data al Big Failure? 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