{"id":64978,"date":"2019-03-19T00:00:00","date_gmt":"2019-03-19T04:00:00","guid":{"rendered":"https:\/\/www.gticanada.com\/big-data-3-elements-cles\/"},"modified":"2024-08-18T02:27:54","modified_gmt":"2024-08-18T00:27:54","slug":"big-data-3-elements-cles","status":"publish","type":"post","link":"https:\/\/www.gticanada.com\/en\/blog\/big-data-3-elements-cles\/","title":{"rendered":"Big Data : les 3 \u00e9l\u00e9ments cl\u00e9s"},"content":{"rendered":"

Gouvernance des donn\u00e9es<\/h3>\n

Pas d\u2019intelligence artificielle sans donn\u00e9es! Je dirai m\u00eame plus, pas d\u2019I.A. de qualit\u00e9 sans le volume de donn\u00e9es n\u00e9cessaire. Se pose alors imm\u00e9diatement le probl\u00e8me de l\u2019int\u00e9grit\u00e9 de celles-ci. La solution \u00e0 cette \u00e9quation passe in\u00e9luctablement par des fa\u00e7ons de faire, des cadres, des normes\u2026bref des r\u00e9glementations.<\/p>\n

C\u2019est pourquoi le premier \u00e9l\u00e9ment \u00e0 consid\u00e9rer dans le futur proche du Big Data est la gouvernance des donn\u00e9es. Par cons\u00e9quent, il est facile d\u2019imaginer que le RGPD (R\u00e8glement g\u00e9n\u00e9ral sur la protection des donn\u00e9es) de l’Union europ\u00e9enne va continuer \u00e0 prendre de l’importance, de m\u00eame que les th\u00e8mes connexes de types s\u00e9curit\u00e9 ou catalogues de donn\u00e9es.<\/p>\n

Le march\u00e9 va doubler avec les technologies open source…<\/p><\/blockquote>\n

Autre point non n\u00e9gligeable, les risques qu\u2019ouvrent la mise en place de la 5G. On d\u00e9signe par-l\u00e0, la cinqui\u00e8me g\u00e9n\u00e9ration des t\u00e9l\u00e9communications sans fil. Pour r\u00e9sum\u00e9, cette nouvelle technologie va permettre d\u2019\u00e9mettre et de recevoir des volumes de donn\u00e9es tr\u00e8s \u00e9lev\u00e9s.<\/p>\n

Cette puissance servira \u00e0 soutenir le Big Data ou \u00e0 l\u2019IoT (Internet of Things) et offrira ainsi des performances toujours plus grandes aux utilisateurs. En revanche, on peut se questionner sur le contr\u00f4le informatique face au volume de donn\u00e9es \u00e0 stocker, \u00e0 g\u00e9rer et \u00e0 s\u00e9curiser.<\/p>\n

\u00a0\"Big<\/h3>\n

Open Source<\/h3>\n

L’incroyable croissance enregistr\u00e9e par les programmes open source est la v\u00e9ritable preuve que c’est l’avenir du Big Data. Et chez GTI, on connait! Parmi les entreprises propuls\u00e9es en partie par des solutions open source, citons : Amazon, Facebook et m\u00eame IBM.<\/p>\n

Si l\u2019on en croit les experts, “le march\u00e9 va doubler avec les technologies open source”.<\/p>\n

Les entreprises qui font de v\u00e9ritables progr\u00e8s dans le monde des donn\u00e9es sont aussi celles qui poussent le plus les solutions open source. Cela prouve non seulement leur efficacit\u00e9, mais indique \u00e9galement l\u2019orientation et les choix financiers desdites entreprises.<\/p>\n

Pour Tomer Shiran, co-fondateur et PDG de Dremio\u00a0: “en utilisant des projets open source, des standards ouverts et des services en mode infonuagique, les entreprises fourniront bient\u00f4t leurs premi\u00e8res it\u00e9rations de Data-as-a-Service aux consommateurs de donn\u00e9es dans les secteurs d’activit\u00e9 critiques”.<\/em><\/p>\n

Le pass\u00e9, le pr\u00e9sent et l’avenir du Big Data sont fortement ancr\u00e9s dans la technologie open source et c\u2019est sa plus grande force sur le long terme. Cela signifie \u00e9galement que les entreprises et les particuliers auront facilement acc\u00e8s \u00e0 des solutions performantes et actualis\u00e9es sans craindre de payer le prix fort.<\/p>\n

Les tensions vont s’exacerber au fur et \u00e0 mesure…<\/p><\/blockquote>\n

Cependant, selon Karthik Ramasamy, fondateur de Streamlio (Apache Pulsar, Heron et Bookkeeper), “les tensions vont s’exacerber au fur et \u00e0 mesure que les principaux fournisseurs de plates-formes [infonuagique] vont se tourner vers l’\u00e9cosyst\u00e8me open source. Les grands fournisseurs vont saper les communaut\u00e9s et les fournisseurs open source en lan\u00e7ant leurs propres services infonuagiques ferm\u00e9s bas\u00e9s sur l’open source sans contribuer \u00e0 ces communaut\u00e9s”.<\/em> Attention, “la mesure dans laquelle ces entreprises agissent en tant que ‘bons citoyens’ dans l’open source m\u00e9rite d’\u00eatre surveill\u00e9e”.<\/p>\n

Edge Computing<\/h3>\n

C\u2019est quoi, le Edge Computing? On fait surtout r\u00e9f\u00e9rence ici aux capacit\u00e9s de calcul, en particulier autour de l’Internet des objets (IoT) et de l’IA, loin des technologies infonuagiques mais plut\u00f4t sur le terrain, l\u00e0 o\u00f9 sont les capteurs de donn\u00e9es. Cette innovation technologique vise \u00e0 r\u00e9duire le temps de latence entre la collecte de donn\u00e9es, leur analyse et les mesures \u00e0 prendre.<\/p>\n

Sastry Malladi, Directeur Technique de FogHorn : “Alors que les projets d’IoT s’\u00e9loignent des approches centr\u00e9es sur l\u2019infonuagique, la prochaine \u00e9tape dans l’\u00e9volution de l’intelligence artificielle et de l’IoT sera de convertir les algorithmes pour travailler \u00e0 la p\u00e9riph\u00e9rie dans un espace consid\u00e9rablement r\u00e9duit. “<\/em><\/p>\n

Selon Stephan Ewen, co-fondateur et directeur technique de Data Artisans, c’est “un excellent compl\u00e9ment \u00e0 la fois pour le pr\u00e9traitement des donn\u00e9es sur les appareils ou les passerelles, et pour l’ex\u00e9cution d’une logique \u00e9v\u00e9nementielle en mode edge”.<\/em><\/p>\n

Le “Edge computing” offre de meilleures performances que la technologie infonuagique car il utilise moins de donn\u00e9es entrantes et sortantes du r\u00e9seau, pour des co\u00fbts moindres. Les entreprises peuvent \u00e9galement r\u00e9duire leurs co\u00fbts de stockage et d’infrastructure si elles choisissent de supprimer les donn\u00e9es collect\u00e9es mais inutiles.<\/p>\n

Et si finalement on \u00e9tait mieux les pieds sur terre que la t\u00eate dans “le nuage”?<\/p>\n","protected":false},"excerpt":{"rendered":"

Gouvernance des donn\u00e9es Pas d\u2019intelligence artificielle sans donn\u00e9es! Je dirai m\u00eame plus, pas d\u2019I.A. de qualit\u00e9 sans le volume de […]<\/p>\n","protected":false},"author":1,"featured_media":50341,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-64978","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classifiee"],"acf":[],"yoast_head":"\nBig Data : les 3 \u00e9l\u00e9ments cl\u00e9s | GTI Canada<\/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.gticanada.com\/en\/blog\/big-data-3-elements-cles\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big Data : les 3 \u00e9l\u00e9ments cl\u00e9s | GTI Canada\" \/>\n<meta property=\"og:description\" content=\"Gouvernance des donn\u00e9es Pas d\u2019intelligence artificielle sans donn\u00e9es! 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