{"id":30758,"date":"2025-10-08T13:44:07","date_gmt":"2025-10-08T13:44:07","guid":{"rendered":"https:\/\/www.tenthrevolution.com\/?p=30658"},"modified":"2025-10-08T14:04:12","modified_gmt":"2025-10-08T14:04:12","slug":"plate-forme-prete-a-lemploi-iceberg-delta-hudi","status":"publish","type":"post","link":"https:\/\/stage.tenthrevolution.com\/fr\/uncategorized\/ai-ready-platform-iceberg-delta-hudi\/","title":{"rendered":"Construire une plateforme pr\u00eate pour l'IA avec Iceberg, Delta et Hudi"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"30758\" class=\"elementor elementor-30758\" 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>L'IA a chang\u00e9 la fa\u00e7on dont les entreprises envisagent les plateformes de donn\u00e9es.<\/strong><\/p><p>L'objectif n'est plus seulement l'analyse et l'\u00e9tablissement de rapports. Les donn\u00e9es doivent \u00eatre en temps r\u00e9el, interop\u00e9rables et suffisamment fiables pour alimenter les syst\u00e8mes de GenAI sans introduire de risques en termes de co\u00fbts ou de conformit\u00e9. C'est pourquoi les formats de table ouverts tels qu'Apache Iceberg, Delta Lake et Apache Hudi sont aujourd'hui au premier plan.<\/p><p>Au lieu d'une nouvelle vague d'enfermement propri\u00e9taire, nous voyons les entreprises adopter des normes ouvertes et des piles modulaires qui leur donnent de la flexibilit\u00e9 et du contr\u00f4le. Mais il ne suffit pas de conna\u00eetre le nom de ces technologies. Ce qui compte, c'est la mani\u00e8re dont elles s'associent pour cr\u00e9er une base pr\u00eate pour l'IA.<\/p><h3><strong>Pourquoi les formats de table ouverts gagnent-ils du terrain ?<\/strong><\/h3><p>Pendant des ann\u00e9es, les entreprises ont \u00e9t\u00e9 confront\u00e9es \u00e0 une lutte acharn\u00e9e entre les lacs de donn\u00e9es et les entrep\u00f4ts de donn\u00e9es. Les lacs leur donnaient de l'ampleur mais pas de structure. Les entrep\u00f4ts leur offraient une structure, mais \u00e0 un co\u00fbt \u00e9lev\u00e9. Les formats de table tels qu'Iceberg, Delta et Hudi comblent cette lacune en superposant sch\u00e9ma, versionnement et gouvernance \u00e0 un stockage bon march\u00e9 et \u00e9volutif.<\/p><p>Le r\u00e9sultat :<\/p><ul><li><strong>Coh\u00e9rence des donn\u00e9es<\/strong> \u00e0 travers les pipelines de streaming et de batch.<br \/><br \/><\/li><li><strong>Interop\u00e9rabilit\u00e9<\/strong> entre les outils, afin de ne pas \u00eatre enferm\u00e9 dans l'\u00e9cosyst\u00e8me d'un seul fournisseur.<br \/><br \/><\/li><li><strong>Gouvernance<\/strong> int\u00e9gr\u00e9e dans la couche des tables, avec des fonctionnalit\u00e9s telles que les pistes d'audit et les voyages dans le temps.<br \/><br \/><\/li><\/ul><p>Cette \u00e9volution est particuli\u00e8rement importante pour l'IA. Les mod\u00e8les n'ont pas seulement besoin de beaucoup de donn\u00e9es - ils ont besoin de donn\u00e9es de haute qualit\u00e9, bien gouvern\u00e9es, qui peuvent \u00eatre trac\u00e9es et mises \u00e0 jour en permanence.<\/p><h3><strong>La place de la diffusion en continu<\/strong><\/h3><p>Les formats de table ne r\u00e9solvent qu'une partie du probl\u00e8me. L'autre moiti\u00e9 est la vitesse. Les agents d'IA et les copilotes ont besoin d'entr\u00e9es en temps r\u00e9el, qu'il s'agisse de donn\u00e9es de transaction, de r\u00e8gles de conformit\u00e9 ou de mises \u00e0 jour sur les clients. C'est pourquoi les entreprises font converger les piles lakehouse et streaming.<\/p><p>Les pipelines modernes combinent Iceberg\/Delta\/Hudi avec des technologies telles que Kafka, Flink ou Spark Structured Streaming. Ensemble, ils fournissent :<\/p><ul><li><strong>Fra\u00eecheur<\/strong> de sorte que les mod\u00e8les n'agissent jamais sur la base de donn\u00e9es obsol\u00e8tes.<br \/><br \/><\/li><li><strong>Fiabilit\u00e9<\/strong> avec l'\u00e9volution des sch\u00e9mas et la gestion des erreurs.<br \/><br \/><\/li><li><strong>\u00c9volutivit\u00e9<\/strong> de traiter les pics de demande sans interrompre les syst\u00e8mes en aval.<br \/><br \/><\/li><\/ul><p>Pour les entreprises bas\u00e9es sur l'IA, il ne s'agit pas d'un avantage. C'est la diff\u00e9rence entre un assistant qui aide et un assistant qui commet des erreurs co\u00fbteuses.<\/p><p>Vous avez besoin d'aide pour mettre en place des pipelines de donn\u00e9es de type \"streaming-first\" ? Nous pouvons vous mettre en relation avec <a href=\"https:\/\/www.tenthrevolution.com\/contract\/\">ing\u00e9nieurs et architectes en donn\u00e9es contractuels<\/a> qui se sp\u00e9cialisent dans Iceberg, Delta, Hudi et Kafka.<\/p><h3><strong>La couche de gouvernance : Au-del\u00e0 de la conformit\u00e9<\/strong><\/h3><p>L'adoption de l'IA a mis la gouvernance sous les feux de la rampe. Les r\u00e9gulateurs demandent de plus en plus aux entreprises comment elles g\u00e8rent les donn\u00e9es de formation et d'inf\u00e9rence, et les clients attendent de la transparence. Les formats de table ouverts offrent une auditabilit\u00e9 au niveau du stockage, mais la gouvernance ne s'arr\u00eate pas l\u00e0.<\/p><p>Les entreprises tourn\u00e9es vers l'avenir ajoutent :<\/p><ul><li><strong>Catalogues unifi\u00e9s<\/strong> qui offrent une vue unique des donn\u00e9es disponibles dans l'ensemble de l'entreprise.<br \/><br \/><\/li><li><strong>Couches s\u00e9mantique et m\u00e9trique<\/strong> qui normalisent la fa\u00e7on dont les donn\u00e9es sont d\u00e9finies et consomm\u00e9es.<br \/><br \/><\/li><li><strong>Contr\u00f4les d'acc\u00e8s<\/strong> qui correspondent \u00e0 des r\u00f4les professionnels, et pas seulement \u00e0 des autorisations techniques.<br \/><br \/><\/li><\/ul><p>Cette combinaison garantit que lorsqu'un mod\u00e8le d'IA extrait des donn\u00e9es, les dirigeants peuvent r\u00e9pondre \u00e0 des questions cruciales : D'o\u00f9 viennent ces donn\u00e9es ? \u00c0 qui appartiennent-elles ? Peut-on les utiliser en toute s\u00e9curit\u00e9 dans ce contexte ?<\/p><h3><strong>Une perspective diff\u00e9rente : Le rapport co\u00fbt-efficacit\u00e9<\/strong><\/h3><p>Au-del\u00e0 de la pr\u00e9cision et de la conformit\u00e9, les formats ouverts offrent une chose \u00e0 laquelle les responsables financiers sont tr\u00e8s attach\u00e9s : la pr\u00e9visibilit\u00e9. En s\u00e9parant le calcul du stockage et en adoptant des normes ouvertes, les entreprises peuvent \u00e9viter le verrouillage des fournisseurs et rechercher les solutions les plus rentables.<\/p><p>Cette flexibilit\u00e9 devient essentielle \u00e0 mesure que les charges de travail d'IA d\u00e9passent les budgets. Le stockage d'ensembles d'entra\u00eenement massifs ou l'inf\u00e9rence \u00e0 l'\u00e9chelle n\u00e9cessitent une plateforme de donn\u00e9es qui ne gonfle pas les co\u00fbts \u00e0 chaque fois que l'utilisation augmente. Iceberg, Delta et Hudi font partie de la solution, mais seulement si elles sont mises en \u0153uvre en gardant \u00e0 l'esprit la gouvernance des co\u00fbts.<\/p><p>Vous cherchez \u00e0 aligner la strat\u00e9gie de donn\u00e9es d'IA sur le contr\u00f4le financier ? Le groupe Tenth Revolution aide les entreprises \u00e0 <a href=\"https:\/\/www.tenthrevolution.com\/contract\/\">recruter des ing\u00e9nieurs de donn\u00e9es comp\u00e9tents en mati\u00e8re de FinOps<\/a> qui allient expertise technique et connaissance des co\u00fbts.<\/p><h3><strong>Ce sur quoi les dirigeants doivent se concentrer aujourd'hui<\/strong><\/h3><p>Si vous \u00eates directeur financier, directeur des syst\u00e8mes d'information ou directeur des donn\u00e9es, le d\u00e9fi n'est pas seulement de choisir le bon format. Il s'agit de construire une plateforme capable d'\u00e9voluer \u00e0 mesure que l'adoption de l'IA s'acc\u00e9l\u00e8re. Trois \u00e9tapes peuvent vous aider :<\/p><ol><li><strong>Adopter un format de table ouvert.<\/strong> Que vous choisissiez Iceberg, Delta ou Hudi, choisissez-en un et imposez-le comme norme \u00e0 l'\u00e9chelle de l'entreprise. La fragmentation ne fera que vous ralentir.<br \/><br \/><\/li><li><strong>Investir dans des pipelines en temps r\u00e9el.<\/strong> Le traitement par lots ne suffit plus. Donnez la priorit\u00e9 aux architectures de streaming qui s'int\u00e8grent de mani\u00e8re transparente \u00e0 votre chalet.<br \/><br \/><\/li><li><strong>Int\u00e9grer la gouvernance d\u00e8s le premier jour.<\/strong> Les catalogues, les couches s\u00e9mantiques et les contr\u00f4les d'acc\u00e8s bas\u00e9s sur les r\u00f4les doivent faire partie de votre architecture de base, et non pas \u00eatre ajout\u00e9s.<br \/><br \/><\/li><\/ol><p>Gr\u00e2ce \u00e0 ces priorit\u00e9s, votre organisation ne se contentera pas de suivre l'\u00e9volution de l'IA, elle sera pr\u00eate \u00e0 la faire \u00e9voluer de mani\u00e8re responsable.<\/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=\"Image de carte_01\" data-bg-image=\"url(https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2024\/10\/Card-image_01-768x525.jpg)\"><\/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>Pr\u00eat \u00e0 rendre vos donn\u00e9es pr\u00eates pour 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 met en relation les entreprises avec des sp\u00e9cialistes contractuels et permanents d'Iceberg, Delta, Hudi et du streaming en temps r\u00e9el qui peuvent concevoir des plates-formes \u00e9quilibr\u00e9es en termes de co\u00fbts, de gouvernance et d'\u00e9chelle.\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 comment Iceberg, Delta et Hudi forment l'\u00e9pine dorsale des plateformes de donn\u00e9es pr\u00eates pour l'IA en unifiant la gouvernance, l'interop\u00e9rabilit\u00e9 et les pipelines en temps r\u00e9el.<\/p>","protected":false},"author":2,"featured_media":30775,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[86,74,1],"tags":[],"class_list":["post-30758","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-tech","category-data-ai","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Building an AI-ready platform with Iceberg, Delta, and Hudi<\/title>\n<meta name=\"description\" content=\"Discover how Iceberg, Delta, and Hudi form the backbone of AI-ready data platforms by uniting governance, interoperability, and real-time pipelines.\" \/>\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 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