{"id":30577,"date":"2025-09-18T08:01:09","date_gmt":"2025-09-18T08:01:09","guid":{"rendered":"https:\/\/www.tenthrevolution.com\/?p=30519"},"modified":"2025-10-08T10:21:14","modified_gmt":"2025-10-08T10:21:14","slug":"nouveau-standard-de-donnees-lakehouse-streaming-zero-etl","status":"publish","type":"post","link":"https:\/\/stage.tenthrevolution.com\/fr\/data-ai\/new-data-standard-lakehouse-streaming-zero-etl\/","title":{"rendered":"Lakehouse d\u00e9bloqu\u00e9 : Construire les bases pour des donn\u00e9es en temps r\u00e9el, pr\u00eates pour l'IA"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"30577\" class=\"elementor elementor-30577\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12ebe0e e-flex e-con-boxed e-con e-parent\" data-id=\"12ebe0e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ceedc2 elementor-widget elementor-widget-text-editor\" data-id=\"9ceedc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Pendant des ann\u00e9es, les entreprises se sont d\u00e9battues avec des syst\u00e8mes de donn\u00e9es fragment\u00e9s qui ne pouvaient pas r\u00e9pondre \u00e0 leurs besoins.<\/strong><\/p><p>Les entrep\u00f4ts de donn\u00e9es fonctionnaient bien pour l'\u00e9tablissement de rapports, mais manquaient de flexibilit\u00e9. Les lacs de donn\u00e9es offraient de l'\u00e9chelle mais manquaient souvent de fiabilit\u00e9 et de gouvernance. Quant aux pipelines ETL, ils n\u00e9cessitaient un travail de transformation sans fin avant que les informations ne soient utilisables.<\/p><p>Cette \u00e8re est en train de s'achever. Alors que les entreprises se lancent dans les applications pilot\u00e9es par l'IA, l'analyse en temps r\u00e9el et les op\u00e9rations \u00e0 l'\u00e9chelle mondiale, la pile de donn\u00e9es traditionnelle montre ses limites. Un nouveau mod\u00e8le est en train d'\u00e9merger par d\u00e9faut : l'open lakehouse, aliment\u00e9 par le streaming et les pipelines z\u00e9ro ETL.<\/p><h2><strong>Les raisons de l'\u00e9chec des approches traditionnelles<\/strong><\/h2><p>Les architectures traditionnelles ont \u00e9t\u00e9 con\u00e7ues pour un monde o\u00f9 les donn\u00e9es \u00e9taient structur\u00e9es, les charges de travail pr\u00e9visibles et o\u00f9 les informations pouvaient attendre le rapport du lendemain. Mais l'environnement actuel est diff\u00e9rent.<\/p><ul><li>Les entreprises ont besoin <strong>des informations en temps r\u00e9el<\/strong> pour r\u00e9agir instantan\u00e9ment au comportement des clients ou aux perturbations de la cha\u00eene d'approvisionnement.<\/li><li>Demande de mod\u00e8les d'IA <strong>des donn\u00e9es fra\u00eeches, contextuelles et bien g\u00e9r\u00e9es<\/strong> de fonctionner de mani\u00e8re fiable.<\/li><li>Les cadres r\u00e9glementaires exigent <strong>la lign\u00e9e et la transparence<\/strong> que les travaux d'ETL disparates ne peuvent souvent pas fournir.<\/li><\/ul><p>Il en r\u00e9sulte une frustration croissante : trop de silos de donn\u00e9es, trop de doublons et trop de d\u00e9calage entre les donn\u00e9es brutes et les informations utilisables.<\/p><p>Des pipelines obsol\u00e8tes vous bloquent-ils ? Le groupe Tenth Revolution peut vous aider \u00e0 trouver des talents technologiques de confiance. <a href=\"https:\/\/www.tenthrevolution.com\/services\/finding-talent\/\">qui con\u00e7oivent des plateformes de donn\u00e9es modernes et pr\u00eates pour l'IA.<\/a><\/p><h2><strong>L'essor de la maison ouverte<\/strong><\/h2><p>Le mod\u00e8le Lakehouse a gagn\u00e9 en popularit\u00e9 parce qu'il combine le meilleur des deux mondes. Il combine l'\u00e9volutivit\u00e9 d'un lac de donn\u00e9es avec les caract\u00e9ristiques de fiabilit\u00e9 et de gouvernance d'un entrep\u00f4t. Des technologies telles que <strong>Lac Delta, Iceberg Apache et Hudi<\/strong> permettent aux entreprises de g\u00e9rer de grands volumes de donn\u00e9es structur\u00e9es et non structur\u00e9es sans compromettre la coh\u00e9rence.<\/p><p>Il est essentiel que les maisons de lac soient <strong>ouvert. <\/strong>Elles reposent sur des normes qui emp\u00eachent le verrouillage et favorisent l'interop\u00e9rabilit\u00e9. Cette ouverture est essentielle dans les environnements multi-cloud et hybrides, o\u00f9 les organisations veulent avoir la libert\u00e9 de choisir le bon outil sans \u00eatre prisonni\u00e8res d'un \u00e9cosyst\u00e8me unique.<\/p><h2><strong>Streaming et zero-ETL<\/strong><\/h2><p>Les entrep\u00f4ts de stockage ne suffisent pas. Pour soutenir l'IA et la prise de d\u00e9cision en temps r\u00e9el, les entreprises ont \u00e9galement besoin de :<\/p><ul><li><strong>Pipelines de diffusion en continu<\/strong> qui fournissent des flux continus de donn\u00e9es fra\u00eeches plut\u00f4t que de s'appuyer sur des travaux par lots nocturnes.<\/li><li><strong>Mod\u00e8les z\u00e9ro-ETL<\/strong> qui permettent aux donn\u00e9es de circuler de mani\u00e8re transparente entre les syst\u00e8mes sans transformations co\u00fbteuses et sujettes aux erreurs.<\/li><\/ul><p>Gr\u00e2ce \u00e0 ces capacit\u00e9s, les entreprises n'ont plus \u00e0 attendre des jours ou des semaines pour rendre les donn\u00e9es utiles. Les informations peuvent passer directement de la source \u00e0 la connaissance, ce qui r\u00e9duit consid\u00e9rablement les frictions.<\/p><p>Si vous souhaitez construire des pipelines en temps r\u00e9el et sans ETS, le groupe Tenth Revolution vous met en relation avec <a href=\"https:\/\/www.tenthrevolution.com\/services\/finding-talent\/\">des talents technologiques de confiance qui peuvent moderniser votre pile de donn\u00e9es.<\/a><\/p><h2><strong>Adoption dans tous les secteurs d'activit\u00e9<\/strong><\/h2><p>La dynamique est \u00e9vidente dans tous les secteurs :<\/p><ul><li><strong>Services financiers<\/strong> Les entreprises s'orientent vers des mod\u00e8les de type \"lakehouse\" et \"streaming\" pour permettre la d\u00e9tection des fraudes en temps r\u00e9el et l'\u00e9tablissement de rapports r\u00e9glementaires.<\/li><li><strong>D\u00e9taillants<\/strong> adoptent des approches \"z\u00e9ro ETL\" pour int\u00e9grer instantan\u00e9ment les donn\u00e9es des clients \u00e0 travers les canaux, permettant ainsi des exp\u00e9riences personnalis\u00e9es \u00e0 grande \u00e9chelle.<\/li><li><strong>Fournisseurs de soins de sant\u00e9<\/strong> construisent des centres d'accueil gouvern\u00e9s qui concilient accessibilit\u00e9 et conformit\u00e9, permettant aux chercheurs et aux cliniciens de disposer d'informations fiables sans porter atteinte \u00e0 la vie priv\u00e9e.<\/li><\/ul><p><br \/>Chaque cas montre le m\u00eame sch\u00e9ma : les entreprises qui modernisent leurs plateformes peuvent fournir des insights et des applications d'IA plus rapidement, avec une plus grande confiance.<\/p><h2><strong>Ce que cela signifie pour les dirigeants<\/strong><\/h2><p>Pour les dirigeants, la le\u00e7on est simple. Si votre entreprise s'appuie encore sur des entrep\u00f4ts h\u00e9rit\u00e9s, des lacs cloisonn\u00e9s ou un ETL lourd, vous \u00eates \u00e0 la tra\u00eene. Les plateformes de donn\u00e9es modernes ne sont plus exp\u00e9rimentales, elles deviennent la norme par d\u00e9faut.<\/p><p>Investir dans des architectures ouvertes, le streaming et des pipelines z\u00e9ro ETL n'est pas seulement une mise \u00e0 niveau technique. Il s'agit d'une d\u00e9cision strat\u00e9gique qui permet d'obtenir plus rapidement des informations, d'am\u00e9liorer les performances de l'IA et d'\u00eatre pr\u00eat pour la conformit\u00e9 dans un environnement de plus en plus r\u00e9glement\u00e9.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53953fb elementor-cta--layout-image-left elementor-cta--skin-classic elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"53953fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg lazyload\" style=\"background-image:inherit;\" role=\"img\" aria-label=\"62a2ac423b6be37be6240de4aed85669eddcb0ee.png\" data-bg-image=\"url(https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2025\/06\/62a2ac423b6be37be6240de4aed85669eddcb0ee.png)\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\t <b>Vous cherchez \u00e0 mettre \u00e0 niveau vos fondations de donn\u00e9es pour l'\u00e8re de l'IA ? <\/b> \t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tLe groupe Tenth Revolution vous mettra en contact avec des talents technologiques de confiance qui savent comment construire des entrep\u00f4ts ouverts, des pipelines de streaming et des plateformes z\u00e9ro ETL qui s'adaptent.\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-\" href=\"https:\/\/www.tenthrevolution.com\/services\/finding-talent\/\">\n\t\t\t\t\t\tCommencer\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>D\u00e9couvrez pourquoi les plateformes open lakehouse, streaming et zero-ETL remplacent les piles de donn\u00e9es h\u00e9rit\u00e9es et alimentent les op\u00e9rations commerciales en temps r\u00e9el pr\u00eates pour l'IA.<\/p>","protected":false},"author":2,"featured_media":30670,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[74,76],"tags":[],"class_list":["post-30577","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ai","category-hiring-advice"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The new data standard: Lakehouse, streaming, and zero-ETL<\/title>\n<meta name=\"description\" content=\"Learn why open lakehouse, streaming, and zero-ETL platforms are replacing legacy data stacks and powering AI-ready, real-time business operations.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" 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