{"id":4360,"date":"2024-12-12T14:17:40","date_gmt":"2024-12-12T22:17:40","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/real-time-analytics-with-capella-columnar-and-confluent\/"},"modified":"2024-12-12T14:17:40","modified_gmt":"2024-12-12T22:17:40","slug":"real-time-analytics-with-capella-columnar-and-confluent","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/es\/real-time-analytics-with-capella-columnar-and-confluent\/","title":{"rendered":"Desbloqueo de informaci\u00f3n en tiempo real con Confluent Cloud y Couchbase Analytics"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><span>Las empresas dependen de informaci\u00f3n en tiempo real sobre los datos operativos para seguir siendo competitivas y flexibles. Los datos operativos, generados a partir de interacciones con clientes, dispositivos de IoT, transacciones y m\u00e1s, son esenciales para comprender y actuar sobre la din\u00e1mica de las operaciones diarias. Cuando estos datos se enriquecen con fuentes de datos adicionales, la informaci\u00f3n obtenida se vuelve a\u00fan m\u00e1s potente. Sin embargo, integrar y analizar datos de m\u00faltiples fuentes en tiempo real ha requerido tradicionalmente procesos de ETL complejos, lo que retrasa la entrega de informaci\u00f3n oportuna. La dificultad aumenta cuando los clientes deben analizar datos JSON complejos y profundamente anidados, lo que hace que obtener informaci\u00f3n oportuna sea a\u00fan m\u00e1s dif\u00edcil de lograr.\u00a0<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Con Couchbase Analytics, <\/span><span>Couchbase lleva el poder de NoSQL al mundo anal\u00edtico con una base de datos anal\u00edtica nativa en JSON.<\/span><span> Couchbase Analytics elimina la necesidad de realizar transformaciones de datos pesadas, lo que permite a las empresas analizar datos JSON directamente desde m\u00faltiples fuentes de datos dispares (por ejemplo, Couchbase, MongoDB, PostgreSQL), evitando el aplanamiento y la reestructuraci\u00f3n tradicionales que normalmente se requieren para obtener informaci\u00f3n anal\u00edtica.\u00a0<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>En este blog, exploraremos c\u00f3mo se puede utilizar Confluent Cloud para transmitir datos sin inconvenientes desde fuentes de terceros hacia Couchbase Analytics y destacaremos las ventajas de usar Couchbase para an\u00e1lisis en tiempo real.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Conectando or\u00edgenes de datos con Confluent Cloud<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.confluent.io\/confluent-cloud\/\"><span>Confluent<\/span><\/a><span>\u2014creado por los creadores originales de Apache Kafka<\/span><span>\u00ae<\/span><span>\u2014es un l\u00edder en transmisi\u00f3n de datos y arquitecturas basadas en eventos, lo que la convierte en la plataforma ideal para conectar, procesar y regir datos de diversas fuentes. Con una cartera de conectores preconstruidos que abarca todo el ecosistema de transmisi\u00f3n de datos, Confluent Cloud le permite extraer sin esfuerzo datos de una amplia variedad de fuentes de terceros y transmitirlos continuamente a Couchbase Analytics, mientras aprovecha <\/span><a href=\"https:\/\/www.confluent.io\/product\/flink\/\"><span>Confluent Cloud for Apache Flink<\/span><span>\u00ae<\/span><\/a><span> para transformaciones en tiempo real.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span>\u00bfPor qu\u00e9 Confluent Cloud para la Ingesta de Datos?<\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>Transmisi\u00f3n de datos en tiempo real<\/b><span>Confluent Cloud permite la ingesta de datos en tiempo real desde numerosas fuentes, incluidos IoT, aplicaciones empresariales, bases de datos y servicios en la nube.<\/span><\/li>\n\n\n<li><b>Escalabilidad y flexibilidad<\/b><span>Con Confluent Cloud, puede escalar para adaptarse a grandes vol\u00famenes de datos y ampliar el flujo de datos para admitir an\u00e1lisis complejos.<\/span><\/li>\n\n\n<li><b>Integraciones integradas<\/b><span>Confluent ofrece cientos de conectores, lo que facilita la ingesta de datos de diversas fuentes directamente en Couchbase Capella, sin necesidad de canalizaciones de datos creadas a medida.<\/span><\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Presentaci\u00f3n de Couchbase Analytics: An\u00e1lisis con poder NoSQL<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Couchbase Analytics est\u00e1 transformando el panorama de la anal\u00edtica al combinar la flexibilidad de NoSQL con el almacenamiento columnar, optimizado para consultas anal\u00edticas de alta velocidad. Tradicionalmente, el an\u00e1lisis de datos JSON requer\u00eda aplanarlos en un formato relacional o construir un almac\u00e9n de datos anal\u00edtico separado, un proceso engorroso que introduce latencia y aumenta el costo.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/12\/image1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16659\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/image1-1024x392-1.png\" alt=\"\" width=\"900\" height=\"345\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Capella Analytics cambia las reglas del juego con un enfoque unificado que re\u00fane datos operativos y anal\u00edticos en una sola plataforma. Permite \u201cZero ETL\u201d, lo que significa que los datos se pueden ingerir y consultar para obtener informaci\u00f3n anal\u00edtica en su formato JSON nativo sin transformaciones complejas.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span>C\u00f3mo Couchbase Analytics impulsa informaci\u00f3n en tiempo real<\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>An\u00e1lisis compatible con JSON<\/b><span>Couchbase Analytics permite analizar datos JSON directamente, admitiendo consultas complejas en documentos anidados sin necesidad de transformarlos en tablas relacionales.<\/span><\/li>\n\n\n<li><b>Plataforma Operativa y Anal\u00edtica Unificada<\/b><span>Al combinar ambas capacidades, la plataforma Capella reduce la necesidad de ETL, minimiza la proliferaci\u00f3n de infraestructura y ofrece un tiempo hasta la informaci\u00f3n m\u00e1s r\u00e1pido.<\/span><\/li>\n\n\n<li><b>Optimizado para consultas en tiempo real<\/b><span>Con la arquitectura centrada en la memoria y la ingesta de datos en lotes en tiempo real y CDC (Captura de Datos Modificados) de Couchbase, Couchbase Analytics es ideal para la anal\u00edtica en tiempo real, lo que hace posible generar informaci\u00f3n anal\u00edtica a medida que se ingieren los datos.<\/span><\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Beneficios de integrar Confluent Cloud con Couchbase Analytics<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Al combinar la transmisi\u00f3n de datos en tiempo real de Confluent Cloud con Couchbase Analytics, se crea un canal de datos potente y optimizado que simplifica el acceso a informaci\u00f3n pr\u00e1ctica.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. Canales de datos simplificados<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Los procesos ETL tradicionales crean cuellos de botella al requerir que los datos sean extra\u00eddos, transformados y cargados en una plataforma de an\u00e1lisis separada. Al usar Confluent Cloud con Couchbase Analytics, las empresas pueden ingerir datos JSON sin procesar desde cualquier fuente directamente en Capella y ejecutar consultas anal\u00edticas sin transformaci\u00f3n adicional.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. An\u00e1lisis en tiempo real de datos operativos<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><span>La capacidad de consultar datos tan pronto como ingresan a Couchbase Analytics significa que ya no se depende de trabajos ETL nocturnos o transformaciones manuales. Se pueden generar conocimientos en tiempo real a partir de datos operativos, lo que permite respuestas m\u00e1s \u00e1giles a tendencias, anomal\u00edas o eventos a medida que ocurren.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. Procesamiento de flujos con Flink<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><span>La oferta de Flink sin servidor de Confluent permite el procesamiento de flujos de datos sin inconvenientes desde fuentes como MongoDB y PostgreSQL antes de almacenarlos en el almacenamiento columnar de Couchbase para an\u00e1lisis en tiempo real. Como el est\u00e1ndar de facto para el procesamiento de flujos, Flink permite a los usuarios filtrar, unir y enriquecer flujos de datos sin esfuerzo, asegurando que solo se capturen los conocimientos m\u00e1s relevantes y procesables. Sus capacidades de alto rendimiento y escalabilidad permiten a las organizaciones procesar vol\u00famenes masivos de datos de manera eficiente.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4. Menores costos y menor complejidad<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Couchbase Analytics se integra a la perfecci\u00f3n con su entorno Confluent existente (Traiga su propio Kafka). A los clientes que ya cuentan con implementaciones de Confluent les resultar\u00e1 f\u00e1cil integrar Analytics sin c\u00f3digo y de forma nativa desde la interfaz de usuario. Aquellos que son nuevos en Kafka pueden comenzar con la ayuda de nuestros socios como Confluent.<\/span><span>.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Con Couchbase Analytics, combinado con el procesamiento y transmisi\u00f3n en la nube de Confluent, los clientes no necesitan ninguna herramienta ETL adicional para ingerir y realizar consultas anal\u00edticas complejas en datos JSON profundamente anidados.\u00a0<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Estas permiten una soluci\u00f3n m\u00e1s rentable que simplifica toda la pila de an\u00e1lisis.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Caso de uso: Perspectivas de clientes en tiempo real a partir de m\u00faltiples fuentes de datos<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Considere una organizaci\u00f3n minorista que desea aprovechar los datos de su CRM, sitio web y sensores en la tienda para comprender mejor el comportamiento del cliente. Con Confluent Cloud, la organizaci\u00f3n puede transmitir datos desde cada fuente hacia Couchbase Analytics, donde pueden realizar an\u00e1lisis sobre las interacciones de los clientes en tiempo real.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Flujo de trabajo de ejemplo<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><b>Ingresar datos de las fuentes<\/b><span>Confluent Cloud transmite datos del CRM, la plataforma de comercio electr\u00f3nico y los dispositivos en la tienda en tiempo real.<\/span><\/li>\n\n\n<li><b>Almacenamiento directo en Couchbase Analytics<\/b><span>Los datos se almacenan como documentos JSON en Couchbase Capella, sin necesidad de transformaci\u00f3n o aplanamiento.<\/span><\/li>\n\n\n<li><b>Ejecutar consultas en tiempo real<\/b><span>Couchbase Analytics permite al minorista analizar estos datos al instante de forma nativa o utilizando herramientas de BI como Tableau y PowerBI, proporcionando informaci\u00f3n valiosa sobre las tendencias de los clientes, los patrones de participaci\u00f3n y las preferencias en los canales en l\u00ednea y en la tienda.<\/span><\/li>\n\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Este enfoque permite al minorista actuar sobre los patrones de comportamiento del cliente a medida que ocurren, creando oportunidades para promociones dirigidas, optimizaci\u00f3n de inventario y experiencias mejoradas para los clientes.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Primeros pasos con Confluent Cloud y Couchbase Analytics<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Si est\u00e1s listo para habilitar an\u00e1lisis en tiempo real para tu organizaci\u00f3n, aqu\u00ed te explicamos c\u00f3mo comenzar a integrar Confluent Cloud y Couchbase Analytics:<\/span><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><b>Configure su Confluent Cloud<\/b><span>Conecta Confluent Cloud a fuentes de datos de terceros y configura el streaming hacia Couchbase Capella.<\/span><\/li>\n\n\n<li><b>Ingestar datos en Couchbase Analytics<\/b><span>: Transmite tus datos JSON directamente a Couchbase Analytics, donde se almacenar\u00e1n en su formato nativo y estar\u00e1n listos para su an\u00e1lisis.<\/span><\/li>\n\n\n<li><b>Ejecutar consultas anal\u00edticas<\/b><span>: Comienza a consultar tus datos para obtener informaci\u00f3n en tiempo real sin necesidad de transformaciones ETL.<\/span><\/li>\n\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Juntos, Confluent Cloud y Couchbase Analytics optimizan su arquitectura de datos, permiti\u00e9ndole aprovechar informaci\u00f3n en tiempo real sobre datos operativos a un costo reducido.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Conclusi\u00f3n<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>A medida que los conocimientos basados en datos se vuelven esenciales para seguir siendo competitivos, Couchbase Analytics, en combinaci\u00f3n con Confluent Cloud, ofrece una soluci\u00f3n potente para el an\u00e1lisis en tiempo real. Con capacidades de cero ETL y un motor de an\u00e1lisis compatible con JSON, Couchbase Analytics ofrece un enfoque simplificado para los datos complejos, lo que permite a las empresas actuar sobre los conocimientos m\u00e1s r\u00e1pido y con menos recursos.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Ya sea que est\u00e9 trabajando con datos de clientes, datos de IoT o cualquier otra fuente de datos, esta integraci\u00f3n est\u00e1 dise\u00f1ada para potenciar sus an\u00e1lisis, reducir la complejidad y impulsar decisiones m\u00e1s inteligentes en tiempo real.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\u00bfEst\u00e1s listo para descubrir informaci\u00f3n en tiempo real?<\/b><span> Explore la integraci\u00f3n de Confluent Cloud y Couchbase Analytics para ver c\u00f3mo puede transformar su estrategia de datos hoy mismo.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\u00bfA\u00fan no eres cliente de Confluent? <\/b><span>Comienza tu <\/span><a href=\"https:\/\/www.confluent.io\/get-started\/\"><span>prueba gratuita de Confluent Cloud<\/span><\/a><span> Hoy: los nuevos usuarios reciben $400 para gastar durante sus primeros 30 d\u00edas.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Businesses rely on real-time insights into operational data to stay competitive and responsive. Operational data\u2014generated from customer interactions, IoT devices, transactions, and more\u2014is essential for understanding and acting on the dynamics of day-to-day operations. When this data is enriched with additional data sources, the insights become even more powerful. However, integrating and analyzing data from [&hellip;]<\/p>\n","protected":false},"author":81266,"featured_media":4357,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"categories":[769,199,178,75,301,516],"tags":[929,86,30],"ppma_author":[795,930],"class_list":["post-4360","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-columnar","category-company","category-connectors","category-analytics","category-cloud","category-partners","tag-confluent","tag-etl","tag-json"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Unlocking Real-Time Insights with Confluent Cloud and Couchbase Analytics<\/title>\n<meta name=\"description\" content=\"Couchbase Analytics and Confluent Cloud simplify real-time analytics on JSON data, eliminating ETL complexity for actionable insights\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/es\/real-time-analytics-with-capella-columnar-and-confluent\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Unlocking Real-Time Insights with Confluent Cloud and Couchbase Analytics\" \/>\n<meta property=\"og:description\" content=\"Couchbase Analytics and Confluent Cloud simplify real-time analytics on JSON data, eliminating ETL complexity for actionable insights\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/es\/real-time-analytics-with-capella-columnar-and-confluent\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2024-12-12T22:17:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/blog-confluent-columnar-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2400\" \/>\n\t<meta property=\"og:image:height\" content=\"1256\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Yves Laurent - Director, Technology Ecosystems, Hubert Dulay - Partner Solutions Engineer, Confluent\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Yves Laurent - Director, Technology Ecosystems\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutos\" \/>\n<script type=\"application\/ld+json\" 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