{"id":2286,"date":"2012-09-21T20:06:37","date_gmt":"2012-09-21T19:06:37","guid":{"rendered":"http:\/\/www.solucominsight.fr\/?p=2286"},"modified":"2015-01-21T09:56:10","modified_gmt":"2015-01-21T08:56:10","slug":"big-data-se-lancer-a-sur-dune-vision-et-pas-dune-pulsion","status":"publish","type":"post","link":"https:\/\/www.riskinsight-wavestone.com\/en\/2012\/09\/big-data-se-lancer-a-sur-dune-vision-et-pas-dune-pulsion\/","title":{"rendered":"Big Data : se lancer sur une vision, et pas sur une pulsion"},"content":{"rendered":"<p>En parcourant rapidement le\u00ab\u00a0<a href=\"http:\/\/www.forbes.com\/sites\/davefeinleib\/2012\/06\/19\/the-big-data-landscape\/\">panorama du Big Data<\/a>\u00a0\u00bb de Dave Feinleib, on peut \u00a0soutenir fermement l\u2019id\u00e9e que nous sommes \u00e0 l\u2019\u00e8re du Big Data. Avec \u00ab\u00a0Analyse et Business Intelligence\u00a0\u00bb d\u00e9sormais au sommet de la liste des d\u00e9penses prioritaires des DSI, atteignant la cinqui\u00e8me place en 2011, il semble que de plus en plus consid\u00e8reront \u00e0 l\u2019avenir la mani\u00e8re dont ils utilisent le Big Data comme une partie int\u00e9grante de leur strat\u00e9gie.<\/p>\n<p>Mais comment utiliser au mieux cet investissement sans se contenter de prendre le train en marche\u00a0? Voici quelques id\u00e9es \u00e0 consid\u00e9rer\u00a0:<\/p>\n<h2><strong>Cherchez \u00e0 r\u00e9pondre \u00e0 un probl\u00e8me m\u00e9tier en particulier plut\u00f4t que d\u2019impl\u00e9menter simplement un syst\u00e8me de Big Data<\/strong><\/h2>\n<p>Le battage publicitaire autour du Big Data promet de r\u00e9v\u00e9ler des relations cach\u00e9es parmi vos donn\u00e9es existantes \u2013 des mod\u00e8les qui attendent juste d\u2019\u00eatre d\u00e9couverts. Bien que les outils de Big Data soient puissants, ils ne correspondent qu\u2019\u00e0 certains types de probl\u00e9matiques et les relations qu\u2019ils d\u00e9voilent peuvent n\u2019avoir aucune signification pour le m\u00e9tier. Il est pr\u00e9f\u00e9rable de chercher \u00e0 r\u00e9pondre \u00e0 un probl\u00e8me m\u00e9tier afin de concentrer vos efforts initiaux et de montrer une pertinence tangible pour le m\u00e9tier. \u00c0 la r\u00e9flexion, vous vous apercevrez peut-\u00eatre m\u00eame que les syst\u00e8mes actuels sont capables de fournir les donn\u00e9es dont vous avez besoin.<\/p>\n<h2><strong>Comprenez o\u00f9 les outils de Big Data excellent et o\u00f9 les solutions BI existantes restent meilleures<\/strong><\/h2>\n<p>Permettre aux utilisateurs d\u2019analyser des donn\u00e9es propres et structur\u00e9es de mani\u00e8re interactive et en temps r\u00e9el reste du domaine de la BI \u2013 et de r\u00e9centes impl\u00e9mentations peuvent elles-aussi \u00eatre largement dimensionn\u00e9es. Les outils de Big Data ont toutefois un r\u00f4le \u00e0 jouer car ils permettent d\u2019analyser des informations non structur\u00e9es ou changeant fr\u00e9quemment, ou de d\u00e9tecter des mod\u00e8les parmi de grandes quantit\u00e9s de donn\u00e9es d\u2019origines vari\u00e9es. Mais tous les m\u00e9tiers n\u2019ont pas ces exigences.<\/p>\n<h2><strong>Assurez-vous d\u2019avoir les comp\u00e9tences et l\u2019organisation appropri\u00e9es<\/strong><\/h2>\n<p>Une bonne \u00e9quipe\u00a0 rassemble compr\u00e9hension du m\u00e9tier, comp\u00e9tences d\u2019analyse des donn\u00e9es et connaissance de la plate-forme. Rassembler ces trois comp\u00e9tences au sein d\u2019une m\u00eame \u00e9quipe est une excellente fa\u00e7on d\u2019atteindre une bonne compr\u00e9hension technique, ce qui vous permettra de poser des questions m\u00e9tier pertinentes et d\u2019interpr\u00e9ter correctement les donn\u00e9es (et, tr\u00e8s important, de ne pas arriver aux mauvaises conclusions), et de soutenir et faire \u00e9voluer la solution au fur et \u00e0 mesure que vous gagnez de l\u2019exp\u00e9rience.<\/p>\n<h2><strong>R\u00e9fl\u00e9chissez deux fois avant de conserver toutes les donn\u00e9es uniquement car &#8220;cela pourrait \u00eatre utile un jour&#8221;<\/strong><\/h2>\n<p>Beaucoup de solutions Big Data vantent leur utilisation de disques bon march\u00e9 qui vous permettent de conserver vos donn\u00e9es facilement accessibles en ligne, sans vous soucier de jeter les informations qui pourraient \u00eatre utiles un jour. Bien que cela semble attractif, il y a tout de m\u00eame un co\u00fbt sous-jacent \u00e0 cette accumulation. Assurez-vous de pouvoir justifier le stockage des donn\u00e9es en fonction de votre strat\u00e9gie Big Data.<\/p>\n<h2>Pensez plus large q<strong>ue Hadoop<\/strong><\/h2>\n<p><strong>\u00a0<\/strong>Hadoop (le populaire logiciel open source d\u2019Apache pour une informatique fiable, \u00e9volutive et distribu\u00e9e) est certes une plate-forme puissante, mais ce n\u2019est pas une panac\u00e9e et il faut g\u00e9n\u00e9ralement un certain nombre d\u2019outils environnants pour cr\u00e9er une solution de Big Data utilisable. D\u2019autres syst\u00e8mes similaires existent et peuvent mieux correspondre \u00e0 votre besoin. Au moins au d\u00e9but, une analyse de donn\u00e9es et une plate-forme de visualisation plus simples sont peut-\u00eatre plus appropri\u00e9es pour vous aider \u00e0 d\u00e9velopper votre approche du Big Data.<\/p>\n<p>En r\u00e9sum\u00e9 \u2013 le Big Data est de plus en plus utilis\u00e9 et des raisons convaincantes poussent \u00e0 penser que les DSI d\u2019entreprises autres que des g\u00e9ants de l\u2019internet devraient commencer \u00e0 regarder ces solutions. Mais avec un peu de r\u00e9flexion en amont, vous pourrez vous lancer en ayant une vision plut\u00f4t qu\u2019\u00e0 partir d\u2019une pulsion.<\/p>\n<p>Article traduit de l&#8217;anglais. Lire <a href=\"http:\/\/www.dmwgroup.com\/news\/big-data-deliver-vision-not-compulsion\" target=\"_blank\">l&#8217;article original sur le site de D<\/a><a href=\"http:\/\/www.dmwgroup.com\/news\/big-data-deliver-vision-not-compulsion\" target=\"_blank\">MW group<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>En parcourant rapidement le\u00ab\u00a0panorama du Big Data\u00a0\u00bb de Dave Feinleib, on peut \u00a0soutenir fermement l\u2019id\u00e9e que nous sommes \u00e0 l\u2019\u00e8re du Big Data. Avec \u00ab\u00a0Analyse et Business Intelligence\u00a0\u00bb d\u00e9sormais au sommet de la liste des d\u00e9penses prioritaires des DSI, atteignant&#8230;<\/p>\n","protected":false},"author":93,"featured_media":6344,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"page-templates\/tmpl-one.php","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[35],"tags":[663,189,59],"coauthors":[932],"class_list":["post-2286","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-strategie-projets-it","tag-bi","tag-big-data","tag-donnees"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Big Data : se lancer sur une vision, et pas sur une pulsion - 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\/09\/big-data-se-lancer-a-sur-dune-vision-et-pas-dune-pulsion\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big Data : se lancer sur une vision, et pas sur une pulsion - RiskInsight\" \/>\n<meta property=\"og:description\" content=\"En parcourant rapidement le\u00ab\u00a0panorama du Big Data\u00a0\u00bb de Dave Feinleib, on peut \u00a0soutenir fermement l\u2019id\u00e9e que nous sommes \u00e0 l\u2019\u00e8re du Big Data. Avec \u00ab\u00a0Analyse et Business Intelligence\u00a0\u00bb d\u00e9sormais au sommet de la liste des d\u00e9penses prioritaires des DSI, atteignant...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.riskinsight-wavestone.com\/2012\/09\/big-data-se-lancer-a-sur-dune-vision-et-pas-dune-pulsion\/\" \/>\n<meta property=\"og:site_name\" content=\"RiskInsight\" \/>\n<meta property=\"article:published_time\" content=\"2012-09-21T19:06:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2015-01-21T08:56:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.riskinsight-wavestone.com\/wp-content\/uploads\/2012\/10\/Cybercriminalite1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"573\" \/>\n\t<meta property=\"og:image:height\" content=\"214\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Mark Lee\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Mark Lee\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.riskinsight-wavestone.com\/2012\/09\/big-data-se-lancer-a-sur-dune-vision-et-pas-dune-pulsion\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.riskinsight-wavestone.com\/2012\/09\/big-data-se-lancer-a-sur-dune-vision-et-pas-dune-pulsion\/\"},\"author\":{\"name\":\"Mark Lee\",\"@id\":\"https:\/\/www.riskinsight-wavestone.com\/en\/#\/schema\/person\/faa2f84e839b6ec51533d8d9857e8922\"},\"headline\":\"Big Data : se lancer sur une vision, et pas sur une pulsion\",\"datePublished\":\"2012-09-21T19:06:37+00:00\",\"dateModified\":\"2015-01-21T08:56:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.riskinsight-wavestone.com\/2012\/09\/big-data-se-lancer-a-sur-dune-vision-et-pas-dune-pulsion\/\"},\"wordCount\":739,\"publisher\":{\"@id\":\"https:\/\/www.riskinsight-wavestone.com\/en\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.riskinsight-wavestone.com\/2012\/09\/big-data-se-lancer-a-sur-dune-vision-et-pas-dune-pulsion\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.riskinsight-wavestone.com\/wp-content\/uploads\/2012\/10\/Cybercriminalite1.jpg\",\"keywords\":[\"BI\",\"Big Data\",\"donn\u00e9es\"],\"articleSection\":[\"M\u00e9tiers - Strat\u00e9gie &amp; 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