{"id":608478,"date":"2022-08-25T06:12:33","date_gmt":"2022-08-25T04:12:33","guid":{"rendered":"https:\/\/www.devoteam.com\/expert-view\/what-are-the-criteria-for-defining-its-data-architecture\/"},"modified":"2025-05-19T21:51:20","modified_gmt":"2025-05-19T19:51:20","slug":"what-are-the-criteria-for-defining-its-data-architecture","status":"publish","type":"expert-view","link":"https:\/\/devoteam.info\/fr\/expert-view\/what-are-the-criteria-for-defining-its-data-architecture\/","title":{"rendered":"Quels sont les crit\u00e8res pour d\u00e9finir son architecture de donn\u00e9es ?\u00a0"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le choix d\u2019une architecture de donn\u00e9es se base sur les objectifs vis\u00e9s et les besoins de l\u2019entreprise. Il convient de s\u00e9lectionner des donn\u00e9es exploitables. Le choix des outils d\u00e9pend entre autres de la volum\u00e9trie des informations \u00e0 traiter. Afin d\u2019assurer la protection de votre&nbsp;<strong>data<\/strong>, il est aussi n\u00e9cessaire d\u2019opter pour un syst\u00e8me de s\u00e9curit\u00e9 efficace.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-quel-est-l-objectif-de-votre-projet-data\"><strong>Quel est l\u2019objectif de votre projet data ?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019\u00e9laboration d\u2019un projet data se construit sur une base solide, comme n\u2019importe quel projet strat\u00e9gique. Avant de d\u00e9terminer les types de donn\u00e9es \u00e0 exploiter, il convient de d\u00e9finir le but de l\u2019int\u00e9gration du processus data dans le projet de l\u2019entreprise. La premi\u00e8re \u00e9tape consiste \u00e0 d\u00e9terminer l\u2019objectif du projet, en l\u2019int\u00e9grant dans une vision globale.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-quels-types-de-donnees-souhaitez-vous-recuperer-et-utiliser\"><strong>Quels types de donn\u00e9es souhaitez-vous r\u00e9cup\u00e9rer et utiliser ?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Afin de d\u00e9terminer le type d\u2019information \u00e0 exploiter, il convient de d\u00e9finir les objectifs de l\u2019analyse des donn\u00e9es. Cela permet de s\u00e9lectionner strat\u00e9giquement les informations \u00e0 r\u00e9cup\u00e9rer et \u00e0 analyser.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-la-volumetrie-la-requete-concurrentielle-et-la-mise-a-jour-de-la-donnee\"><strong>La volum\u00e9trie, la requ\u00eate concurrentielle et la mise \u00e0 jour de la donn\u00e9e<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Le traitement des \u00e9l\u00e9ments d\u2019un projet data d\u00e9pend principalement de la volum\u00e9trie, de la requ\u00eate concurrentielle et de la mise \u00e0 jour des donn\u00e9es.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-la-volumetrie\"><strong>La volum\u00e9trie<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">La gestion du volume de donn\u00e9es stock\u00e9es d\u00e9pend de la quantit\u00e9 de giga ou de t\u00e9ra. Il convient de choisir les outils adapt\u00e9s \u00e0 la volum\u00e9trie de donn\u00e9es. Si l\u2019on prend la solution Azure de Microsoft, le choix de l\u2019outil sera diff\u00e9rent :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>donn\u00e9es \u00e0 faible volum\u00e9trie : Azure SQL<\/li>\n\n\n\n<li>donn\u00e9es \u00e0 forte volum\u00e9trie : Azure Synapse<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Un outil adapt\u00e9 \u00e0 la gestion d\u2019un grand volume de donn\u00e9es offre un gain de temps sur la production des chiffres des \u00e9quipes, augmente la r\u00e9activit\u00e9 des op\u00e9rations et optimise la gestion des donn\u00e9es.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-la-requete-concurrentielle\"><strong>La requ\u00eate concurrentielle<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">La requ\u00eate concurrentielle permet entre autres, lors de l\u2019utilisation d\u2019un rapport par un certain nombre de personnes, de faire en sorte que toutes ces personnes acc\u00e8dent au rapport de mani\u00e8re fluide et instantan\u00e9e, sans latence ou ralentissement.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-la-mise-a-jour-de-la-donnee\"><strong>La mise \u00e0 jour de la donn\u00e9e<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Une mise \u00e0 jour r\u00e9guli\u00e8re permet d\u2019obtenir des informations compl\u00e8tes quasiment en temps r\u00e9el notamment via le mode batch. Selon le projet data de l\u2019entreprise, de sa dynamique et du type de donn\u00e9es \u00e0 manipuler, le rafra\u00eechissement peut \u00eatre programm\u00e9 selon diff\u00e9rentes fr\u00e9quences : jour, date et heure.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-la-securite-un-critere-important-a-prendre-en-compte\"><strong>La s\u00e9curit\u00e9 : un crit\u00e8re important \u00e0 prendre en compte<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Afin d\u2019assurer la protection des donn\u00e9es informatiques de son entreprise, il convient de d\u00e9finir le niveau de s\u00e9curit\u00e9 d\u00e9sir\u00e9. Il existe diff\u00e9rents moyens pour assurer la s\u00e9curit\u00e9 des donn\u00e9es stock\u00e9es et leur transport : le cryptage et le masquage des donn\u00e9es.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-le-cryptage-des-donnees\"><strong>Le cryptage des donn\u00e9es<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Cette solution offre diff\u00e9rents niveaux de s\u00e9curisation des donn\u00e9es sensibles. Le cryptage chiffre les donn\u00e9es \u00e0 l\u2019aide d\u2019algorithmes et de cl\u00e9s de chiffrement. Il englobe la protection des informations sensibles et confidentielles, la pr\u00e9vention contre les risques de fuite, de perte ou de vol des donn\u00e9es. Il existe 3 types de&nbsp;<a href=\"https:\/\/fr.wikipedia.org\/wiki\/Chiffrement\">chiffrements<\/a>&nbsp;:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>le chiffrement sym\u00e9trique comprend un seul chiffrement pour le cryptage et le d\u00e9cryptage ;<\/li>\n\n\n\n<li>le chiffrement asym\u00e9trique dispose d\u2019une cl\u00e9 publique pour le chiffrement, d\u2019une cl\u00e9 priv\u00e9e pour le d\u00e9chiffrement ;<\/li>\n\n\n\n<li>le chiffrement hybride englobe la cr\u00e9ation d\u2019une cl\u00e9 de d\u00e9chiffrement provisoire, le chiffrement sym\u00e9trique des donn\u00e9es, le chiffrement de la cl\u00e9 publique du destinataire, la destruction de la cl\u00e9 de chiffrage et la transmission des donn\u00e9es chiffr\u00e9es avec une cl\u00e9 publique pour lire les donn\u00e9es de la cl\u00e9 de session.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-le-masquage-des-donnees\"><strong>Le masquage des donn\u00e9es<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Le masquage des donn\u00e9es permet de cacher une partie des donn\u00e9es sensibles \u00e0 l\u2019aide d\u2019une fonction. Par exemple, lors d\u2019un achat par carte de cr\u00e9dit, seuls les 4 derniers chiffres sont visibles. Le masquage des donn\u00e9es d\u2019un projet data permet de prot\u00e9ger les informations sensibles des consommateurs. Il convient de d\u00e9terminer les champs \u00e0 masquer pour \u00e9viter de partager des donn\u00e9es confidentielles ou sensibles.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-le-transport-des-donnees\"><strong>Le transport des donn\u00e9es<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Afin d\u2019assurer la s\u00e9curit\u00e9 du r\u00e9seau lors du transport des donn\u00e9es, il convient de choisir un programme adapt\u00e9 aux besoins de l\u2019entreprise. Il existe diverses options de s\u00e9curisation des donn\u00e9es \u00e0 migrer :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Une passerelle applicative \u00ab\u00a0Gateway\u00a0\u00bb permet d\u2019utiliser la protection existante en s\u2019adaptant aux nouvelles technologies de l\u2019information. Elle est ax\u00e9e sur les donn\u00e9es et offre une visibilit\u00e9 de l\u2019\u00e9tat des infrastructures num\u00e9riques (compteurs d\u2019\u00e9nergie, syst\u00e8mes ATS).<\/li>\n\n\n\n<li>Une passerelle r\u00e9seau \u00ab\u00a0Network Gateway\u00a0\u00bb permet aux appareils d\u2019un autre r\u00e9seau d\u2019interagir par la transmission de donn\u00e9es. Celle-ci s\u2019implante dans un logiciel ou une solution \u00ab\u00a0hardware\u00a0\u00bb. La passerelle \u00ab\u00a0Network\u00a0\u00bb utilise des protocoles de connexion de r\u00e9seaux qui fonctionnent sur tous les mod\u00e8les d\u2019interconnexion des syst\u00e8mes ouverts (OSI). Elle sert \u00e9galement de proxy et de pare-feu pour assurer la protection et le transport des donn\u00e9es sensibles.<\/li>\n\n\n\n<li>Une adresse IP priv\u00e9e ou publique identifie chaque utilisateur connect\u00e9 \u00e0 un r\u00e9seau informatique avec un protocole IP, valable pour tous les appareils connect\u00e9s (ordinateurs et p\u00e9riph\u00e9riques). L\u2019adresse IP priv\u00e9e num\u00e9rote les appareils num\u00e9riques d\u2019un r\u00e9seau priv\u00e9 Intranet, l\u2019adresse IP publique est unique pour chaque ordinateur qui se connecte \u00e0 un r\u00e9seau internet.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019entreprise qui adopte une architecture de donn\u00e9es adapt\u00e9e aux objectifs vis\u00e9s b\u00e9n\u00e9ficiera d\u2019une gestion optimale des informations. Pour garantir le pilotage et la s\u00e9curisation des donn\u00e9es, il convient d\u2019utiliser des outils adapt\u00e9s \u00e0 la volum\u00e9trie et qui offrent une forte s\u00e9curisation des donn\u00e9es sensibles.a.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le choix d\u2019une architecture de donn\u00e9es se base sur les objectifs vis\u00e9s et les besoins de l\u2019entreprise. Il convient de s\u00e9lectionner des donn\u00e9es exploitables. Le choix des outils d\u00e9pend entre autres de la volum\u00e9trie des informations \u00e0 traiter. Afin d\u2019assurer la protection de votre&nbsp;data, il est aussi n\u00e9cessaire d\u2019opter pour un syst\u00e8me de s\u00e9curit\u00e9 efficace. [&hellip;]<\/p>\n","protected":false},"featured_media":140627,"template":"","categories":[1364],"tags":[5322,5317],"industry":[],"class_list":["post-608478","expert-view","type-expert-view","status-publish","has-post-thumbnail","hentry","category-microsoft","tag-belgium-fr","tag-microsoft-fr"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t<figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/devoteam.info\/fr\/expert-view\/what-are-the-criteria-for-defining-its-data-architecture\/\" target=\"_self\" ><img width=\"1296\" height=\"427\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/ahmad-dirini-F7Sive0fwIg-unsplash-scaled-e1660132411779-1296x427-1.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Quels sont les crit\u00e8res pour d\u00e9finir son architecture de donn\u00e9es ?\u00a0\" style=\"aspect-ratio:4\/3;width:100%;object-fit:cover;\" decoding=\"async\" loading=\"lazy\" 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?\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/devoteam.info\/fr\/#website","url":"https:\/\/devoteam.info\/fr\/","name":"Devoteam","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/devoteam.info\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"}]}},"uagb_featured_image_src":{"full":["https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/ahmad-dirini-F7Sive0fwIg-unsplash-scaled-e1660132411779-1296x427-1.jpg",1296,427,false],"thumbnail":["https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/ahmad-dirini-F7Sive0fwIg-unsplash-scaled-e1660132411779-1296x427-1-150x150.jpg",150,150,true],"medium":["https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/ahmad-dirini-F7Sive0fwIg-unsplash-scaled-e1660132411779-1296x427-1-300x99.jpg",300,99,true],"medium_large":["https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/ahmad-dirini-F7Sive0fwIg-unsplash-scaled-e1660132411779-1296x427-1-768x253.jpg",768,253,true],"large":["https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/ahmad-dirini-F7Sive0fwIg-unsplash-scaled-e1660132411779-1296x427-1-1024x337.jpg",1024,337,true],"1536x1536":["https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/ahmad-dirini-F7Sive0fwIg-unsplash-scaled-e1660132411779-1296x427-1.jpg",1296,427,false],"2048x2048":["https:\/\/devoteam.info\/wp-content\/uploads\/2024\/11\/ahmad-dirini-F7Sive0fwIg-unsplash-scaled-e1660132411779-1296x427-1.jpg",1296,427,false]},"uagb_author_info":{"display_name":"jurian.roije","author_link":"https:\/\/devoteam.info\/fr\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Le choix d\u2019une architecture de donn\u00e9es se base sur les objectifs vis\u00e9s et les besoins de l\u2019entreprise. Il convient de s\u00e9lectionner des donn\u00e9es exploitables. Le choix des outils d\u00e9pend entre autres de la volum\u00e9trie des informations \u00e0 traiter. Afin d\u2019assurer la protection de votre&nbsp;data, il est aussi n\u00e9cessaire d\u2019opter pour un syst\u00e8me de s\u00e9curit\u00e9 efficace.\u2026","_links":{"self":[{"href":"https:\/\/devoteam.info\/fr\/wp-json\/wp\/v2\/expert-view\/608478","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devoteam.info\/fr\/wp-json\/wp\/v2\/expert-view"}],"about":[{"href":"https:\/\/devoteam.info\/fr\/wp-json\/wp\/v2\/types\/expert-view"}],"version-history":[{"count":0,"href":"https:\/\/devoteam.info\/fr\/wp-json\/wp\/v2\/expert-view\/608478\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devoteam.info\/fr\/wp-json\/wp\/v2\/media\/140627"}],"wp:attachment":[{"href":"https:\/\/devoteam.info\/fr\/wp-json\/wp\/v2\/media?parent=608478"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devoteam.info\/fr\/wp-json\/wp\/v2\/categories?post=608478"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devoteam.info\/fr\/wp-json\/wp\/v2\/tags?post=608478"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/devoteam.info\/fr\/wp-json\/wp\/v2\/industry?post=608478"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}