{"id":2899,"date":"2024-02-18T15:29:57","date_gmt":"2024-02-18T15:29:57","guid":{"rendered":"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/"},"modified":"2024-02-18T15:29:57","modified_gmt":"2024-02-18T15:29:57","slug":"food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub","status":"publish","type":"resource","link":"https:\/\/esisoc.com\/es\/resource\/transformacion-digital-de-la-gestion-de-la-cadena-de-suministro-alimentaria-con-azure-data-lake-e-iot-hub\/","title":{"rendered":"Gesti\u00f3n de la cadena de suministro de alimentos - Transformaci\u00f3n digital con Azure Data Lake e IoT Hub"},"content":{"rendered":"<h2 style=\"text-align: center;\">Detalles clave<\/h2>\n<p>Migraci\u00f3n de la infraestructura local a la plataforma en la nube Azure para habilitar la cadena de suministro digital con sensores IoT, procesamiento en tiempo real y an\u00e1lisis del comportamiento de los clientes.<\/p>\n<div>\n<ul>\n<li>\n<div>Desaf\u00edo<\/div>\n<div>Los activos de datos locales obsoletos se migrar\u00e1n a la plataforma en nube Azure con sensores IoT de procesamiento de alta carga<\/div>\n<\/li>\n<li>\n<div>Soluci\u00f3n<\/div>\n<div>Migraci\u00f3n a gran escala de la infraestructura local a la nube de Azure<\/div>\n<\/li>\n<li>\n<div>Tecnolog\u00edas y herramientas<\/div>\n<div>Azure Cloud Platform, streaming IoT en tiempo real, Azure Event hub, Azure Logic App, Azure IOT Hub, Stream Analytics, Data lake ADLS Gen2, Azure Key Vault, Azure Databricks, Azure SQL Data Warehouse, Azure ML, Power BI<\/div>\n<\/li>\n<\/ul>\n<\/div>\n<h2 style=\"text-align: center;\">Cliente<\/h2>\n<p>El cliente es una empresa de servicios alimentarios que se dirigi\u00f3 a ESSID Solutions con una solicitud de transformaci\u00f3n digital en la gesti\u00f3n de la cadena de suministro. La soluci\u00f3n local existente <a href=\"http:\/\/localhost\/essidsolutions\/service\/modern-data-architecture-consultants\">arquitectura de datos<\/a> estaba anticuado y no era adecuado para los an\u00e1lisis en tiempo real de los sensores IoT.<\/p>\n<p>La migraci\u00f3n a una infraestructura en la nube con un lago de datos era necesaria para permitir una visibilidad integral de los procesos empresariales y posibilitar la transformaci\u00f3n digital en toda la empresa.<\/p>\n<h2 style=\"text-align: center;\">Reto: activos de datos locales obsoletos que deben migrarse a la nube con sensores IoT de alta carga de procesamiento<\/h2>\n<p>La transformaci\u00f3n digital en la cadena de suministro supone una amplia gama de cambios en la infraestructura de datos in situ existente. De ah\u00ed que nuestro principal objetivo fuera desarrollar una estrategia de migraci\u00f3n exhaustiva que se centrara en habilitar funcionalidades en la nube y crear un flujo de datos sin fisuras. La salida de IoT ten\u00eda que conectarse con la nueva infraestructura en la nube para promover una visi\u00f3n global de los procesos empresariales actuales, incluidos los patrones de comportamiento de los clientes.<\/p>\n<p>La renovada configuraci\u00f3n en la nube se dise\u00f1\u00f3 para ser escalable y capaz de manejar grandes cantidades de datos IoT en tiempo real procedentes de miles de camiones y frigor\u00edficos.<\/p>\n<h2 style=\"text-align: center;\">Soluci\u00f3n: migraci\u00f3n de la infraestructura local a la infraestructura en la nube basada en el lago de datos de Azure<\/h2>\n<p>Nuestro equipo de <a href=\"http:\/\/localhost\/essidsolutions\/service\/big-data-development\">Ingenieros de big data<\/a> han analizado a fondo las necesidades y requisitos del cliente. El proyecto se entreg\u00f3 en varias fases para migrar de forma segura a la nube sin interrupciones en la actividad.<\/p>\n<ul>\n<li>Los datos IoT del m\u00f3vil y las impresoras se recopilaron a intervalos regulares.<\/li>\n<li>Los datos de los sensores de los camiones de log\u00edstica se enviaron a Azure Event Hub y los datos no estructurados se volcaron en Azure <a href=\"https:\/\/essidsolutions.com\/resources\/data-lake-implementation\">Lago de datos<\/a>.<\/li>\n<li>El an\u00e1lisis se realiz\u00f3 con <a href=\"http:\/\/localhost\/essidsolutions\/service\/databricks-managed-services\">Tejidos de datos Azure<\/a> y Azure ML se utiliz\u00f3 para analizar el patr\u00f3n de comportamiento de los clientes.<\/li>\n<li>Los datos procesados se enviaron a Azure Warehouse.<\/li>\n<li>Se cre\u00f3 un cuadro de mandos en tiempo real para mejorar los informes y la visualizaci\u00f3n.<\/li>\n<\/ul>\n<p>La migraci\u00f3n a la nube se complet\u00f3 en 7 meses por un equipo de 6 profesionales: Arquitecto de big data de Azure, dos ingenieros de datos, un especialista en control de calidad y dos ingenieros de BI.<\/p>\n<p><strong>Arquitectura de la soluci\u00f3n:<\/strong><\/p>\n<p><a href=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1.png\"><img alt=\"Arquitectura de la soluci\u00f3n\" decoding=\"async\" height=\"560\" loading=\"lazy\" sizes=\"(max-width: 1182px) 100vw, 1182px\" src=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1.png\" srcset=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1.png 1182w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-300x142.png 300w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-1024x485.png 1024w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-768x364.png 768w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-742x352.png 742w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-640x303.png 640w\" width=\"1182\"\/><\/a><br \/>\n<strong>Planes de distribuci\u00f3n optimizados a varios niveles:<\/strong><\/p>\n<p><a href=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2.png\"><img alt=\"Arquitectura de la soluci\u00f3n\" decoding=\"async\" height=\"580\" loading=\"lazy\" sizes=\"(max-width: 1182px) 100vw, 1182px\" src=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2.png\" srcset=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2.png 1182w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-300x147.png 300w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-1024x502.png 1024w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-768x377.png 768w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-742x364.png 742w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-640x314.png 640w\" width=\"1182\"\/><\/a><\/p>\n<h2 style=\"text-align: center;\">Resultado: procesamiento eficaz de los datos en tiempo real para una visi\u00f3n hol\u00edstica de las operaciones empresariales.<\/h2>\n<p>Nuestro equipo ha creado una infraestructura de nube fiable basada en <a href=\"http:\/\/localhost\/essidsolutions\/service\/azure-data-analytics-services\">Azure<\/a> que amplifica el flujo de datos ininterrumpido y el procesamiento de datos IoT en tiempo real. Como resultado, el enfoque de gesti\u00f3n de datos heredado se transform\u00f3 en un ecosistema de datos moderno con supervisi\u00f3n y an\u00e1lisis mejorados.<\/p>\n<p>El equipo de ESSID Solutions tambi\u00e9n ha conectado servicios en tiempo real basados en la nube con dispositivos conectados al IoT, incluidos sensores y controladores de temperatura, para permitir una toma de decisiones proactiva y una infraestructura transparente. Ahora, el cliente puede analizar autom\u00e1ticamente los patrones de comportamiento de compra de los clientes sin importar el volumen de datos y dispone de un potente centro de procesamiento de datos con an\u00e1lisis e informes en tiempo real.<\/p>","protected":false},"excerpt":{"rendered":"<p>Detalles clave Migraci\u00f3n de la infraestructura local a la plataforma en la nube Azure para habilitar la cadena de suministro digital con sensores IoT, procesamiento en tiempo real y an\u00e1lisis del comportamiento del cliente. Reto Activos de datos locales obsoletos que deben migrarse a la plataforma en la nube Azure con sensores IoT y procesamiento de alta carga Soluci\u00f3n Migraci\u00f3n a gran escala de la infraestructura local a la nube Azure Tecnolog\u00edas y herramientas Azure ... Leer m\u00e1s <a title=\"Gesti\u00f3n de la cadena de suministro de alimentos - Transformaci\u00f3n digital con Azure Data Lake e IoT Hub\" class=\"read-more\" href=\"https:\/\/esisoc.com\/es\/resource\/transformacion-digital-de-la-gestion-de-la-cadena-de-suministro-alimentaria-con-azure-data-lake-e-iot-hub\/\" aria-label=\"Leer m\u00e1s sobre Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub\">Leer m\u00e1s<\/a><\/p>","protected":false},"featured_media":2900,"template":"","industry":[39,79],"expertise":[74,65,41],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.9 (Yoast SEO v21.9.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub - ESISOC | ESSID Solutions<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/esisoc.com\/es\/resource\/transformacion-digital-de-la-gestion-de-la-cadena-de-suministro-alimentaria-con-azure-data-lake-e-iot-hub\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub\" \/>\n<meta property=\"og:description\" content=\"Key Details Migration of on-premise infrastructure into Azure cloud platform to enable digital supply chain with IoT sensors real time processing and customer behaviour analytics. 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