{"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\/fr\/resource\/transformation-numerique-de-la-gestion-de-la-chaine-dapprovisionnement-alimentaire-avec-azure-data-lake-et-iot-hub\/","title":{"rendered":"Gestion de la cha\u00eene d'approvisionnement alimentaire - Transformation num\u00e9rique avec Azure Data Lake et IoT Hub"},"content":{"rendered":"<h2 style=\"text-align: center;\">D\u00e9tails cl\u00e9s<\/h2>\n<p>Migration de l'infrastructure sur site vers la plateforme cloud Azure pour permettre une cha\u00eene d'approvisionnement num\u00e9rique avec des capteurs IoT, un traitement en temps r\u00e9el et une analyse du comportement des clients.<\/p>\n<div>\n<ul>\n<li>\n<div>D\u00e9fi<\/div>\n<div>Migration des donn\u00e9es obsol\u00e8tes sur site vers la plateforme en nuage Azure avec le traitement de la charge \u00e9lev\u00e9e des capteurs IoT<\/div>\n<\/li>\n<li>\n<div>Solution<\/div>\n<div>Migration compl\u00e8te de l'infrastructure sur site vers le nuage Azure<\/div>\n<\/li>\n<li>\n<div>Technologies et outils<\/div>\n<div>Azure Cloud Platform, streaming IoT en temps r\u00e9el, 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;\">Client<\/h2>\n<p>Le client est une entreprise de restauration qui a approch\u00e9 ESSID Solutions avec une demande de transformation num\u00e9rique dans la gestion de la cha\u00eene d'approvisionnement. Le syst\u00e8me existant sur site <a href=\"http:\/\/localhost\/essidsolutions\/service\/modern-data-architecture-consultants\">architecture des donn\u00e9es<\/a> \u00e9tait obsol\u00e8te et ne convenait pas \u00e0 l'analyse en temps r\u00e9el des capteurs IoT.<\/p>\n<p>La migration vers une infrastructure en nuage avec un lac de donn\u00e9es \u00e9tait n\u00e9cessaire pour permettre une visibilit\u00e9 de bout en bout des processus commerciaux et permettre la transformation num\u00e9rique dans l'ensemble de l'entreprise.<\/p>\n<h2 style=\"text-align: center;\">D\u00e9fi : migration de donn\u00e9es obsol\u00e8tes sur site vers le cloud avec des capteurs IoT \u00e0 forte charge de traitement.<\/h2>\n<p>La transformation num\u00e9rique de la cha\u00eene d'approvisionnement suppose un large \u00e9ventail de changements dans l'infrastructure de donn\u00e9es existante sur site. Par cons\u00e9quent, notre objectif principal \u00e9tait de d\u00e9velopper une strat\u00e9gie de migration approfondie qui se concentrerait sur l'activation des fonctionnalit\u00e9s du cloud et la cr\u00e9ation d'un flux de donn\u00e9es transparent. La sortie IoT devait \u00eatre connect\u00e9e \u00e0 la nouvelle infrastructure cloud afin de promouvoir une vue d'ensemble des processus commerciaux actuels, y compris les mod\u00e8les de comportement des clients.<\/p>\n<p>La configuration r\u00e9nov\u00e9e du cloud a \u00e9t\u00e9 con\u00e7ue pour \u00eatre \u00e9volutive et capable de traiter de grandes quantit\u00e9s de donn\u00e9es IoT en temps r\u00e9el provenant de milliers de camions et de r\u00e9frig\u00e9rateurs.<\/p>\n<h2 style=\"text-align: center;\">Solution : migration d'une infrastructure sur site vers une infrastructure en nuage bas\u00e9e sur un lac de donn\u00e9es Azure<\/h2>\n<p>Notre \u00e9quipe de <a href=\"http:\/\/localhost\/essidsolutions\/service\/big-data-development\">Ing\u00e9nieurs Big Data<\/a> ont analys\u00e9 en profondeur les besoins et les exigences du client. Le projet a \u00e9t\u00e9 r\u00e9alis\u00e9 en plusieurs phases afin de migrer en toute s\u00e9curit\u00e9 vers l'informatique d\u00e9mat\u00e9rialis\u00e9e, sans interruption de l'activit\u00e9.<\/p>\n<ul>\n<li>Les donn\u00e9es IoT des t\u00e9l\u00e9phones portables et des imprimantes ont \u00e9t\u00e9 collect\u00e9es \u00e0 intervalles r\u00e9guliers.<\/li>\n<li>Les donn\u00e9es des capteurs des camions logistiques ont \u00e9t\u00e9 envoy\u00e9es \u00e0 Azure Event Hub et les donn\u00e9es non structur\u00e9es ont \u00e9t\u00e9 transf\u00e9r\u00e9es dans Azure <a href=\"https:\/\/essidsolutions.com\/resources\/data-lake-implementation\">Lac de donn\u00e9es<\/a>.<\/li>\n<li>L'analyse a \u00e9t\u00e9 r\u00e9alis\u00e9e avec <a href=\"http:\/\/localhost\/essidsolutions\/service\/databricks-managed-services\">Azure Databricks<\/a> et Azure ML ont \u00e9t\u00e9 utilis\u00e9s pour analyser le comportement des clients.<\/li>\n<li>Les donn\u00e9es trait\u00e9es ont \u00e9t\u00e9 transf\u00e9r\u00e9es dans l'entrep\u00f4t Azure.<\/li>\n<li>Un tableau de bord en temps r\u00e9el a \u00e9t\u00e9 cr\u00e9\u00e9 pour am\u00e9liorer les rapports et la visualisation.<\/li>\n<\/ul>\n<p>La migration vers le nuage a \u00e9t\u00e9 r\u00e9alis\u00e9e en 7 mois par une \u00e9quipe de 6 professionnels : Azure big data architect, deux ing\u00e9nieurs de donn\u00e9es, un sp\u00e9cialiste de l'assurance qualit\u00e9 et deux ing\u00e9nieurs BI.<\/p>\n<p><strong>Architecture de la solution :<\/strong><\/p>\n<p><a href=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1.png\"><img alt=\"Architecture de la solution\" 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>Plans de distribution optimis\u00e9s \u00e0 plusieurs \u00e9chelons :<\/strong><\/p>\n<p><a href=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2.png\"><img alt=\"Architecture de la solution\" 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;\">R\u00e9sultat : un traitement efficace des donn\u00e9es en temps r\u00e9el pour une vision globale des activit\u00e9s de l'entreprise.<\/h2>\n<p>Notre \u00e9quipe a mis en place une infrastructure en nuage fiable bas\u00e9e sur <a href=\"http:\/\/localhost\/essidsolutions\/service\/azure-data-analytics-services\">L'azur<\/a> qui amplifie le flux de donn\u00e9es ininterrompu et le traitement des donn\u00e9es IoT en temps r\u00e9el. En cons\u00e9quence, l'approche de gestion des donn\u00e9es h\u00e9rit\u00e9es a \u00e9t\u00e9 transform\u00e9e en un \u00e9cosyst\u00e8me de donn\u00e9es moderne avec une surveillance et une analyse am\u00e9lior\u00e9es.<\/p>\n<p>L'\u00e9quipe ESSID Solutions a \u00e9galement connect\u00e9 des services en temps r\u00e9el bas\u00e9s sur le cloud avec des appareils connect\u00e9s \u00e0 l'IoT, notamment des capteurs et des r\u00e9gulateurs de temp\u00e9rature, afin de permettre une prise de d\u00e9cision proactive et une infrastructure transparente. Le client peut d\u00e9sormais analyser automatiquement les comportements d'achat des clients, quel que soit le volume de donn\u00e9es, et dispose d'un puissant centre de traitement des donn\u00e9es avec des analyses et des rapports en temps r\u00e9el.<\/p>","protected":false},"excerpt":{"rendered":"<p>Principaux d\u00e9tails Migration de l'infrastructure sur site vers la plateforme cloud Azure pour permettre une cha\u00eene d'approvisionnement num\u00e9rique avec des capteurs IoT, un traitement en temps r\u00e9el et une analyse du comportement des clients. D\u00e9fi Les actifs de donn\u00e9es obsol\u00e8tes sur site doivent \u00eatre migr\u00e9s vers la plateforme cloud Azure avec des capteurs IoT et un traitement \u00e0 haute charge Solution Migration compl\u00e8te de l'infrastructure sur site vers le cloud Azure Technologies et outils Azure ... Lire plus <a title=\"Gestion de la cha\u00eene d&#039;approvisionnement alimentaire - Transformation num\u00e9rique avec Azure Data Lake et IoT Hub\" class=\"read-more\" href=\"https:\/\/esisoc.com\/fr\/resource\/transformation-numerique-de-la-gestion-de-la-chaine-dapprovisionnement-alimentaire-avec-azure-data-lake-et-iot-hub\/\" aria-label=\"Read more about Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub\">Lire plus<\/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\/fr\/resource\/transformation-numerique-de-la-gestion-de-la-chaine-dapprovisionnement-alimentaire-avec-azure-data-lake-et-iot-hub\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\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. Challenge Outdated on-premise data assets to be migrated into Azure cloud platform with IoT sensors high-load processing Solution Full-scale migration of on-premise infrastructure to Azure cloud Technologies and tools Azure ... Lire plus\" \/>\n<meta property=\"og:url\" content=\"https:\/\/esisoc.com\/fr\/resource\/transformation-numerique-de-la-gestion-de-la-chaine-dapprovisionnement-alimentaire-avec-azure-data-lake-et-iot-hub\/\" \/>\n<meta property=\"og:site_name\" content=\"ESISOC | ESSID Solutions\" \/>\n<meta property=\"og:image\" content=\"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/f63b6d82af304043a100d1b389f98d4b.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"839\" \/>\n\t<meta property=\"og:image:height\" content=\"514\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/\",\"url\":\"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/\",\"name\":\"Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub - ESISOC | ESSID Solutions\",\"isPartOf\":{\"@id\":\"https:\/\/esisoc.com\/#website\"},\"datePublished\":\"2024-02-18T15:29:57+00:00\",\"dateModified\":\"2024-02-18T15:29:57+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/esisoc.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/esisoc.com\/#website\",\"url\":\"https:\/\/esisoc.com\/\",\"name\":\"ESISOC | ESSID Solutions\",\"description\":\"Data Science Consulting and AI | Online Books, Videos, Courses and more\",\"publisher\":{\"@id\":\"https:\/\/esisoc.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/esisoc.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/esisoc.com\/#organization\",\"name\":\"ESISOC | ESSID Solutions\",\"url\":\"https:\/\/esisoc.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/esisoc.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/logo-esisoc.png\",\"contentUrl\":\"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/logo-esisoc.png\",\"width\":350,\"height\":63,\"caption\":\"ESISOC | ESSID Solutions\"},\"image\":{\"@id\":\"https:\/\/esisoc.com\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub - ESISOC | ESSID Solutions","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/esisoc.com\/fr\/resource\/transformation-numerique-de-la-gestion-de-la-chaine-dapprovisionnement-alimentaire-avec-azure-data-lake-et-iot-hub\/","og_locale":"fr_FR","og_type":"article","og_title":"Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub","og_description":"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. Challenge Outdated on-premise data assets to be migrated into Azure cloud platform with IoT sensors high-load processing Solution Full-scale migration of on-premise infrastructure to Azure cloud Technologies and tools Azure ... Lire plus","og_url":"https:\/\/esisoc.com\/fr\/resource\/transformation-numerique-de-la-gestion-de-la-chaine-dapprovisionnement-alimentaire-avec-azure-data-lake-et-iot-hub\/","og_site_name":"ESISOC | ESSID Solutions","og_image":[{"width":839,"height":514,"url":"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/f63b6d82af304043a100d1b389f98d4b.webp","type":"image\/webp"}],"twitter_card":"summary_large_image","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/","url":"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/","name":"Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub - ESISOC | ESSID Solutions","isPartOf":{"@id":"https:\/\/esisoc.com\/#website"},"datePublished":"2024-02-18T15:29:57+00:00","dateModified":"2024-02-18T15:29:57+00:00","breadcrumb":{"@id":"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/esisoc.com\/"},{"@type":"ListItem","position":2,"name":"Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub"}]},{"@type":"WebSite","@id":"https:\/\/esisoc.com\/#website","url":"https:\/\/esisoc.com\/","name":"ESISOC | ESSID Solutions","description":"Data Science Consulting and AI | Online Books, Videos, Courses and more","publisher":{"@id":"https:\/\/esisoc.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/esisoc.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/esisoc.com\/#organization","name":"ESISOC | ESSID Solutions","url":"https:\/\/esisoc.com\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/esisoc.com\/#\/schema\/logo\/image\/","url":"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/logo-esisoc.png","contentUrl":"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/logo-esisoc.png","width":350,"height":63,"caption":"ESISOC | ESSID Solutions"},"image":{"@id":"https:\/\/esisoc.com\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/esisoc.com\/fr\/wp-json\/wp\/v2\/resource\/2899"}],"collection":[{"href":"https:\/\/esisoc.com\/fr\/wp-json\/wp\/v2\/resource"}],"about":[{"href":"https:\/\/esisoc.com\/fr\/wp-json\/wp\/v2\/types\/resource"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/esisoc.com\/fr\/wp-json\/wp\/v2\/media\/2900"}],"wp:attachment":[{"href":"https:\/\/esisoc.com\/fr\/wp-json\/wp\/v2\/media?parent=2899"}],"wp:term":[{"taxonomy":"industry","embeddable":true,"href":"https:\/\/esisoc.com\/fr\/wp-json\/wp\/v2\/industry?post=2899"},{"taxonomy":"expertise","embeddable":true,"href":"https:\/\/esisoc.com\/fr\/wp-json\/wp\/v2\/expertise?post=2899"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}