{"id":1325,"date":"2012-02-10T08:00:07","date_gmt":"2012-02-10T07:00:07","guid":{"rendered":"http:\/\/www.solucominsight.fr\/?p=1325"},"modified":"2015-01-21T09:57:08","modified_gmt":"2015-01-21T08:57:08","slug":"comment-faire-face-a-lemergence-du-phenomene-big-data","status":"publish","type":"post","link":"https:\/\/www.riskinsight-wavestone.com\/en\/2012\/02\/comment-faire-face-a-lemergence-du-phenomene-big-data\/","title":{"rendered":"Comment faire face \u00e0 l\u2019\u00e9mergence du ph\u00e9nom\u00e8ne Big Data ?"},"content":{"rendered":"<p><em><em>[Article r\u00e9dig\u00e9 en collaboration avec \u00a0Mathieu Millet]<\/em><\/em><\/p>\n<p><strong><em><em><\/em><\/em>LGA (Lise Gasnier) :\u00a0<\/strong>Le Big Data a une dimension \u201cm\u00e9tier\u201d \u00e9vidente : pour les entreprises, le d\u00e9fi est d\u2019identifier les opportunit\u00e9s de business offertes par leurs gisements de donn\u00e9es. D\u00e9j\u00e0, des \u201cbusiness cases\u201d montrent la faisabilit\u00e9 et l\u2019int\u00e9r\u00eat d\u2019exploiter des donn\u00e9es jusqu\u2019alors \u201cnon valoris\u00e9es\u201d. Il devient possible d\u2019en extraire une information utile pour mieux conna\u00eetre sa client\u00e8le, optimiser son marketing, d\u00e9tecter et pr\u00e9venir des fraudes, analyser son image sur les r\u00e9seaux sociaux et la valoriser, optimiser ses processus&#8230;<\/p>\n<p>En s\u2019inspirant des initiatives innovantes de leurs secteurs, les entreprises pourraient initier la r\u00e9flexion \u201cBig Data\u201d autour de 2 questions basiques :<\/p>\n<ul>\n<li>De quelles informations avons-nous besoin pour accro\u00eetre notre efficacit\u00e9 et innover ?<\/li>\n<li>Quelles sont les donn\u00e9es sous ou inexploit\u00e9es \u00e0 notre disposition?<\/li>\n<\/ul>\n<p>Le Big data invite les m\u00e9tiers \u00e0 plus de libert\u00e9, plus d\u2019audace dans leurs r\u00e9ponses.<\/p>\n<p>Dans ce domaine comme dans les autres, r\u00e9pondre \u00e0 la premi\u00e8re question et exprimer des besoins pr\u00e9cis prend du temps. C\u2019est, de plus, une question \u00e0 poser en continu. D\u2019\u00e9vidence, les objectifs m\u00e9tiers exigeront de produire sans cesse de nouvelles analyses, sur des donn\u00e9es d\u00e9j\u00e0 trait\u00e9es (donc les \u201cr\u00e9-analyser\u201d) ou non, avec des sources et formats in\u00e9dits.<\/p>\n<p>Pour r\u00e9pondre \u00e0 la seconde question, les m\u00e9tiers doivent conna\u00eetre les sources de donn\u00e9es \u00e0 leur disposition et savoir interpr\u00e9ter les donn\u00e9es brutes, pour en saisir la pertinence et en extraire l\u2019information utile. Sur ce terrain technique, il est \u00e9videmment souhaitable que la DSI les accompagne. Elle doit par cons\u00e9quent d\u00e9montrer sa ma\u00eetrise des donn\u00e9es du SI, au-del\u00e0 de la \u201czone de confiance\u201d des donn\u00e9es g\u00e9r\u00e9es dans les syst\u00e8mes de base de donn\u00e9es traditionnels de l\u2019entreprise.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>MMI (Mathieu Millet) :\u00a0<\/strong>Pour la DSI, tout l\u2019enjeu va donc \u00eatre de pouvoir traiter la volum\u00e9trie et l\u2019h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 des donn\u00e9es pour ouvrir le champ des possibles aux m\u00e9tiers. Pour anticiper des besoins que les m\u00e9tiers ne savent pas exprimer aujourd\u2019hui, elle doit se doter d\u2019une architecture permettant d\u2019embl\u00e9e de collecter, stocker et analyser \u201cplus\u201d et \u201cplus vari\u00e9\u201d. C\u2019est bien d\u2019une architecture agile que les m\u00e9tiers ont besoin.<\/p>\n<p>Une approche initiale serait d\u2019imaginer ce que serait son syst\u00e8me Big Data en proposant quelques cas d\u2019usage sur un \u00ab \u00e9chantillon \u00bb repr\u00e9sentatif de donn\u00e9es, \u00e0 la fois structur\u00e9es (comme celle que l\u2019on trouve dans les entrep\u00f4ts de donn\u00e9es) et semi-\/non-structur\u00e9es (logs d\u2019applications, messages sur les r\u00e9seaux sociaux, documents bureautiques, utilisation des donn\u00e9es issues de l\u2019Open Data\u2026). Cette \u201cpromotion\u201d du service permettrait ainsi \u00e0 la DSI de pr\u00e9senter aux m\u00e9tiers la valeur ajout\u00e9e de ces donn\u00e9es et d\u2019anticiper un changement profond de son infrastructure. Nous l\u2019avons vu : les technologies sous-jacentes sont innovantes et pointues. La DSI a tout int\u00e9r\u00eat \u00e0 emprunter la pente douce de sa mont\u00e9e en comp\u00e9tence sur le \u201cBig Data\u201d ; surtout que les comp\u00e9tences sur le march\u00e9 sont peu nombreuses et qu\u2019aujourd\u2019hui, une prise en main technologique est n\u00e9cessaire.<\/p>\n<p>L\u2019autre axe de travail serait d\u2019initier un dialogue avec les m\u00e9tiers pour mettre en commun leurs donn\u00e9es, historiquement r\u00e9parties et cloisonn\u00e9es, dont la duplication entre diff\u00e9rentes applications sera de facto tr\u00e8s difficilement r\u00e9alisable.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>LGA :\u00a0<\/strong>Quelle que soit l\u2019hypoth\u00e8se de travail, il sera \u00e9videmment n\u00e9cessaire d\u2019\u00e9tablir un dialogue constructif entre les m\u00e9tiers et la DSI afin d\u2019assurer la r\u00e9ussite d\u2019un tel projet d\u2019envergure.<\/p>\n<p>&nbsp;<\/p>\n<p>Lire aussi les articles :<\/p>\n<p><a href=\"http:\/\/www.solucominsight.fr\/2012\/01\/qu%E2%80%99est-ce-que-le-big-data\/\" target=\"_blank\">Qu&#8217;est-ce que le Big Data<\/a><\/p>\n<p><a href=\"http:\/\/www.solucominsight.fr\/2012\/02\/quest-ce-que-le-paysage-technologique-du-big-data\/\">Quel est le paysage technologique du Big Data<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>[Article r\u00e9dig\u00e9 en collaboration avec \u00a0Mathieu Millet] LGA (Lise Gasnier) :\u00a0Le Big Data a une dimension \u201cm\u00e9tier\u201d \u00e9vidente : pour les entreprises, le d\u00e9fi est d\u2019identifier les opportunit\u00e9s de business offertes par leurs gisements de donn\u00e9es. D\u00e9j\u00e0, des \u201cbusiness cases\u201d&#8230;<\/p>\n","protected":false},"author":40,"featured_media":3386,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"page-templates\/tmpl-one.php","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[35],"tags":[275,329,120,189,51,330,328,331],"coauthors":[883,798],"class_list":["post-1325","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-strategie-projets-it","tag-agilite","tag-approche","tag-architecture-si-2","tag-big-data","tag-dsi","tag-infrastructure","tag-opportunites-business","tag-transformation-si"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Comment faire face \u00e0 l\u2019\u00e9mergence du ph\u00e9nom\u00e8ne Big Data ? - RiskInsight<\/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:\/\/www.riskinsight-wavestone.com\/2012\/02\/comment-faire-face-a-lemergence-du-phenomene-big-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Comment faire face \u00e0 l\u2019\u00e9mergence du ph\u00e9nom\u00e8ne Big Data ? - RiskInsight\" \/>\n<meta property=\"og:description\" content=\"[Article r\u00e9dig\u00e9 en collaboration avec \u00a0Mathieu Millet] LGA (Lise Gasnier) :\u00a0Le Big Data a une dimension \u201cm\u00e9tier\u201d \u00e9vidente : pour les entreprises, le d\u00e9fi est d\u2019identifier les opportunit\u00e9s de business offertes par leurs gisements de donn\u00e9es. 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