{"id":8103,"date":"2015-08-27T09:00:53","date_gmt":"2015-08-27T08:00:53","guid":{"rendered":"http:\/\/www.solucominsight.fr\/?p=8103"},"modified":"2015-08-27T09:34:59","modified_gmt":"2015-08-27T08:34:59","slug":"big-data-et-cloud-computing-le-pari-gagnant-des-offres-bdaas","status":"publish","type":"post","link":"https:\/\/www.riskinsight-wavestone.com\/en\/2015\/08\/big-data-et-cloud-computing-le-pari-gagnant-des-offres-bdaas\/","title":{"rendered":"Big data et Cloud computing : le pari gagnant des offres BDaaS ?"},"content":{"rendered":"<p><em>D\u00e8s 2009, avant m\u00eame l\u2019emballement m\u00e9diatique autour du Big data, les fournisseurs Cloud lancent les premi\u00e8res offres\u00a0<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a>\u00a0<strong>Big Data as a Service (BDaaS)<\/strong>. On voit ainsi \u00e9merger des solutions combinant les frameworks de cr\u00e9ation d\u2019applications distribu\u00e9es avec ceux du Cloud, \u00e0 l\u2019image d\u2019EMR lanc\u00e9e \u00e0 cette \u00e9poque par Amazon. Quel est l\u2019\u00e9tat de l\u2019offre aujourd\u2019hui\u00a0? Le Cloud change-t-il r\u00e9ellement la donne de votre strat\u00e9gie Big data ? Voici notre conviction.<\/em><\/p>\n<h2>Le march\u00e9 BDaaS en pleine expansion<\/h2>\n<p>Le<strong> terme BDaaS<\/strong> d\u00e9signe les services d\u2019analyse de m\u00e9gadonn\u00e9es utilisant l\u2019h\u00e9bergement <em>Cloud<\/em>. Il couvre l\u2019ensemble des offres <em>Cloud computing<\/em>\u00a0traditionnelles : IaaS, PaaS, SaaS.<\/p>\n<ul>\n<li>D\u2019un c\u00f4t\u00e9, on retrouve les<strong> offres IaaS d\u00e9di\u00e9es Big data<\/strong>: mise \u00e0 disposition de serveurs optimis\u00e9s pour Hadoop essentiellement (OVH, IBM Softlayer, Microsoft Azure \u2026).<\/li>\n<li>De l\u2019autre, les<strong> offres PaaS Big data<\/strong>: plateformes permettant aux utilisateurs de d\u00e9ployer des applications distribu\u00e9es et qui s\u2019appuient n\u00e9cessairement sur un stockage <em>Cloud<\/em> constituant parfois une offre \u00e0 part enti\u00e8re\u00a0: ainsi, Azure HDInsight utilise BLOB Storage et Amazon EMR, S3.<\/li>\n<li>Enfin, il y a les<strong> offres SaaS Big data<\/strong> de deux 2 types\u00a0:\n<ul>\n<li>celles permettant l\u2019analyse et la data visualisation (Tibco, Splunk, Altiscale, Datameer) de grandes quantit\u00e9s de donn\u00e9es en s\u2019appuyant sur des moteurs d\u2019ex\u00e9cution distribu\u00e9s,<\/li>\n<li>celles r\u00e9pondant \u00e0 des besoins m\u00e9tiers d\u2019extraction d\u2019information de gros volumes de donn\u00e9es (ex.\u00a0: offre d\u2019eReputation s\u2019appuyant sur l\u2019analyse s\u00e9mantique de r\u00e9seaux sociaux pr\u00e9-connect\u00e9s comme twitter).<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Au sein de ce march\u00e9 pluriel, le mod\u00e8le PaaS Big data s\u2019impose comme la cat\u00e9gorie de solutions la plus en vue aujourd\u2019hui. On y retrouve notamment EMR d\u2019Amazon, Big Query de Google, ou encore HDInsight de Microsoft, tous les trois d\u00e9j\u00e0 bien matures. Par ailleurs, d\u2019autres fournisseurs projettent de commercialiser des offres BDaaS en 2015. C\u2019est le cas de Numergy et Oracle. Enfin, des start-ups se positionnent aussi sur le march\u00e9, \u00e0 l\u2019image de Qubole.<\/p>\n<p>&nbsp;<\/p>\n<figure id=\"post-8107 media-8107\" class=\"align-none\"><img decoding=\"async\" src=\"http:\/\/www.solucominsight.fr\/wp-content\/uploads\/2015\/08\/panorama-marche-BDaaS.png\" alt=\"\" \/><\/figure>\n<p><em>Panorama du march\u00e9 BDaaS &#8211; copyright Solucom<\/em><\/p>\n<h2>PaaS Big data versus plateformes on premise<\/h2>\n<p>Le PaaS Big data offre des <strong>avantages<\/strong> <strong>significatifs <\/strong>parmi lesquels on retrouve :<\/p>\n<ul>\n<li><strong>La mise \u00e0 disposition imm\u00e9diate de ressources et le paiement \u00e0 l\u2019usage <\/strong>sans investissement initial\u00a0: ce duo gagnant permet de se soustraire \u00e0 des d\u00e9penses d\u2019investissement particuli\u00e8rement \u00e9lev\u00e9es pour un projet <em>Big data<\/em> et il simplifie le <em>set up<\/em> et la mont\u00e9e en charge des architectures <em>Big data<\/em>. Nul besoin de planifier l\u2019allocation de capacit\u00e9, le <em>time-to-delivery<\/em> est ici minime.<\/li>\n<li><strong>Une complexit\u00e9 r\u00e9duite <\/strong>: les architectures PaaS sont cr\u00e9\u00e9es en quelques clics par param\u00e9trage. Un r\u00e9el avantage pour le <em>Big data<\/em> qui utilise des technologies distribu\u00e9es nouvelles et complexes.<\/li>\n<\/ul>\n<p>N\u00e9anmoins, l\u2019adoption du BDaaS pose la question de la <strong>s\u00e9curit\u00e9, en particulier de la confidentialit\u00e9 des donn\u00e9es <\/strong>: d\u2019apr\u00e8s une enqu\u00eate men\u00e9e en 2014 par PAC CloudIndex<a href=\"#_ftn1\" name=\"_ftnref1\">[2]<\/a>, pr\u00e8s de 50% des entreprises sollicit\u00e9es affirment avoir des craintes quant \u00e0 la s\u00e9curit\u00e9 des donn\u00e9es stock\u00e9es dans le <em>Cloud<\/em>. Toutefois, il est important de souligner que ces risques ne sont pas n\u00e9cessairement plus \u00e9lev\u00e9s que sur des infrastructures on-premise. Il convient donc de s\u2019assurer que les fournisseurs cloud utilisent des services garantissant la confidentialit\u00e9 et l\u2019int\u00e9grit\u00e9 des donn\u00e9es (chiffrement des donn\u00e9es stock\u00e9es et des flux, m\u00e9canisme d\u2019authentification forte\u2026). Par ailleurs, plusieurs certifications garantissent la mise en place de bonnes pratiques de s\u00e9curit\u00e9 par les offreurs Cloud (ISO27001, CSA STAR, SSAE 16\u2026).<\/p>\n<p>&nbsp;<\/p>\n<figure id=\"post-8109 media-8109\" class=\"align-none\"><img decoding=\"async\" src=\"http:\/\/www.solucominsight.fr\/wp-content\/uploads\/2015\/08\/SWOT-on-premise-versus-BDaaS.png\" alt=\"\" \/><\/figure>\n<p>C\u2019est ce qui pousse la plupart des entreprises \u00e0 choisir un <a href=\"http:\/\/www.solucominsight.fr\/2013\/09\/quelles-vertus-au-cloud-hybride\/\" target=\"_blank\">d\u00e9ploiement hybride combinant les ressources d\u2019un Cloud public et d\u2019un Cloud priv\u00e9<\/a>.<\/p>\n<h2>Les principaux cas d\u2019usage du BDaaS<\/h2>\n<p>3 cas d\u2019usage sont moteurs dans l\u2019adoption du BDaaS :<\/p>\n<ul>\n<li><strong>Le POC<\/strong> (<em>Proof Of Concept<\/em>) : le <em>Big data<\/em> poursuit son \u00e9mergence, les entreprises continuent les exp\u00e9rimentations. Il n\u2019est pas toujours \u00e9vident d\u2019une part de dimensionner son infrastructure et d\u2019autre part\u00a0 de parier sur l\u2019atteinte des objectifs. Le <em>Cloud<\/em> permet de se lancer sans engagement.<\/li>\n<li>La <strong>gestion de pics de charge <\/strong>: l\u2019entreprise utilise des clusters temporaires pour des besoins ponctuels et les d\u00e9truit ou \u00e9teint lorsque le pic de charge est pass\u00e9 (un traitement sur des milliers de n\u0153uds pour valider une hypoth\u00e8se par exemple). Mais l\u2019imm\u00e9diatet\u00e9 a ses limites\u00a0: le traitement s\u2019ex\u00e9cute sur des volumes de donn\u00e9es qu\u2019il faut \u00e9videmment provisionner.<\/li>\n<li><strong>Le Plan de reprise d\u2019activit\u00e9<\/strong> (PRA) : l\u2019entreprise synchronise les donn\u00e9es de la production vers une plateforme Cloud public pr\u00eate \u00e0 d\u00e9marrer \u00e0 tout moment en cas de probl\u00e8mes.\u00a0Ce qui lui \u00e9vite un nouvel investissement pour sa plateforme de PRA.<\/li>\n<\/ul>\n<p><em>Le BDaaS appara\u00eet ainsi comme un moyen de se lancer dans l\u2019analyse des m\u00e9gadonn\u00e9es plus rapidement, \u00e0 moindre co\u00fbt pour des usages ponctuels et avec plus de flexibilit\u00e9.\u00a0 Il l\u00e8ve les freins inh\u00e9rents aux projets Big data que sont par exemple un retour sur investissement incertain et la complexit\u00e9 des nouvelles architectures. Reste le sujet\u00a0de la confidentialit\u00e9 des donn\u00e9es dans le Cloud qui peut \u00eatre mis sous contr\u00f4le par le biais d\u2019une analyse de risque.\u00a0<\/em><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a><a href=\"#_ftnref1\" name=\"_ftn1\"> L\u2019offre EMR a \u00e9t\u00e9 cr\u00e9\u00e9e en 2009, Big Query en 2012, HDInsight en 2012.<\/a><\/p>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\">[2]<\/a> Source\u00a0: http:\/\/www.cloudindex.fr\/sites\/default\/files\/PAC%20CloudIndex%20-%20Analyse%20juin%202014.pdf<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>D\u00e8s 2009, avant m\u00eame l\u2019emballement m\u00e9diatique autour du Big data, les fournisseurs Cloud lancent les premi\u00e8res offres\u00a0[1]\u00a0Big Data as a Service (BDaaS). On voit ainsi \u00e9merger des solutions combinant les frameworks de cr\u00e9ation d\u2019applications distribu\u00e9es avec ceux du Cloud, \u00e0&#8230;<\/p>\n","protected":false},"author":40,"featured_media":8105,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"page-templates\/tmpl-one.php","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[35],"tags":[189,44],"coauthors":[883,2415],"class_list":["post-8103","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-strategie-projets-it","tag-big-data","tag-cloud-computing"],"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 et Cloud computing : le pari gagnant des offres BDaaS ? - RiskInsight<\/title>\n<meta name=\"description\" content=\"Quel est l\u2019\u00e9tat de l\u2019offre BDaaS aujourd&#039;hui ? 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