{"id":221032,"date":"2024-03-29T06:30:00","date_gmt":"2024-03-29T06:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=221032"},"modified":"2024-03-21T14:07:28","modified_gmt":"2024-03-21T14:07:28","slug":"google-kubernetes-engine-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/google-kubernetes-engine-tout-savoir","title":{"rendered":"Google Kubernetes Engine (GKE) : Qu&rsquo;est-ce ce qu&rsquo;est ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"221032\" class=\"elementor elementor-221032\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8b96707 e-flex e-con-boxed e-con\" data-id=\"8b96707\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6b4aaf elementor-widget elementor-widget-heading\" data-id=\"d6b4aaf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Les entreprises migrent de plus en plus leurs services vers le cloud. \u00c0 ce titre, l\u2019importance et la n\u00e9cessit\u00e9 de d\u00e9ployer, g\u00e9rer et mettre \u00e0 l\u2019\u00e9chelle des applications de mani\u00e8re fiable et efficace est devenue primordiale. Fort de ce constat, une technologie \u00e0 \u00e9merger et \u00e0 r\u00e9volutionn\u00e9 la fa\u00e7on dont les applications sont orchestr\u00e9es : Kubernetes.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5a7842a e-flex e-con-boxed e-con\" data-id=\"5a7842a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fbdc3f9 elementor-widget elementor-widget-heading\" data-id=\"fbdc3f9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Rappel : qu\u2019est-ce que Kubernetes ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d63fe42 elementor-widget elementor-widget-text-editor\" data-id=\"d63fe42\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Souvent abr\u00e9g\u00e9 \u00ab\u00a0K8s\u00a0\u00bb, Kubernetes est un syst\u00e8me open-source d\u2019orchestration de conteneurs. Il facilite la t\u00e2che des \u00e9quipes techniques lorsqu\u2019il s\u2019agit de d\u00e9ployer des applications \u00e0 grande \u00e9chelle sur une infrastructure, qu\u2019elle soit situ\u00e9e sur des serveurs physiques, des VM ou dans le cloud.<\/span><\/p><p><span style=\"font-weight: 400;\">Les conteneurs, tels que <a href=\"https:\/\/datascientest.com\/docker-guide-complet\">Docker<\/a>, ont chang\u00e9 la donne en permettant aux d\u00e9veloppeurs d\u2019isoler leurs applications et toutes leurs d\u00e9pendances dans une unit\u00e9 standardis\u00e9e. Cependant, lorsqu\u2019il s\u2019agit de g\u00e9rer des centaines voire des milliers de conteneurs (surtout en production), les choses peuvent vite devenir complexes : c\u2019est l\u00e0 que Kubernetes entre en jeu.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6444d68 e-flex e-con-boxed e-con\" data-id=\"6444d68\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-809bd60 elementor-widget elementor-widget-heading\" data-id=\"809bd60\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Google Kubernetes Engine (GKE)<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afa2680 elementor-widget elementor-widget-text-editor\" data-id=\"afa2680\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">GKE est un service enti\u00e8rement g\u00e9r\u00e9 qui permet de d\u00e9ployer des clusters Kubernetes en s\u2019affranchissant de la gestion de l&rsquo;infrastructure sous-jacente. Ainsi, vous pouvez vous concentrer sur le d\u00e9ploiement de vos applications tout en laissant Google g\u00e9rer les aspects de mise \u00e0 jour, de surveillance ou encore de sauvegarde.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82e8213 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"82e8213\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"\/formation-data-engineer\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Apprendre \u00e0 utiliser GKE<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-39f15b9 e-flex e-con-boxed e-con\" data-id=\"39f15b9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c266089 elementor-widget elementor-widget-heading\" data-id=\"c266089\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Pourquoi choisir GKS ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-861f962 e-flex e-con-boxed e-con\" data-id=\"861f962\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2cd7517 e-con-full e-flex e-con\" data-id=\"2cd7517\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c868c9b elementor-widget elementor-widget-image\" data-id=\"c868c9b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image2-8.png\" class=\"attachment-full size-full wp-image-221035\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image2-8.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image2-8-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image2-8-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8c61c84 e-con-full e-flex e-con\" data-id=\"8c61c84\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc9fbf1 elementor-widget elementor-widget-text-editor\" data-id=\"dc9fbf1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">L&rsquo;une des principales raisons pour lesquelles les entreprises se tournent vers GKE est la promesse d&rsquo;une exp\u00e9rience Kubernetes sans inqui\u00e9tude. <\/span><b>Google a jou\u00e9 un r\u00f4le d\u00e9terminant<\/b><span style=\"font-weight: 400;\"> dans le d\u00e9veloppement initial de Kubernetes et continue de contribuer activement au projet. Cette expertise se traduit par une solution Kubernetes bien int\u00e9gr\u00e9e et <\/span><b>optimis\u00e9e pour le cloud<\/b><span style=\"font-weight: 400;\">. De plus, avec la flexibilit\u00e9 offerte par le mod\u00e8le de tarification de <a href=\"https:\/\/datascientest.com\/google-cloud-platform-tout-savoir\">GCP<\/a>, les entreprises peuvent <\/span><b>optimiser leurs co\u00fbts<\/b><span style=\"font-weight: 400;\"> tout en b\u00e9n\u00e9ficiant d&rsquo;une infrastructure <\/span><b>hautement disponible<\/b><span style=\"font-weight: 400;\"> et <\/span><b>s\u00e9curis\u00e9e<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-033b441 e-flex e-con-boxed e-con\" data-id=\"033b441\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-88ae556 elementor-widget elementor-widget-heading\" data-id=\"88ae556\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Fonctionnalit\u00e9s cl\u00e9s de GKE<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e12930b elementor-widget elementor-widget-text-editor\" data-id=\"e12930b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Les fonctionnalit\u00e9s cl\u00e9s propos\u00e9es par GKE le distinguent des solutions d\u2019orchestration de conteneurs concurrentes.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d713585 elementor-widget elementor-widget-heading\" data-id=\"d713585\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">1. Automatisation et gestion<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-33bbe79 e-flex e-con-boxed e-con\" data-id=\"33bbe79\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-87c6fe5 e-con-full e-flex e-con\" data-id=\"87c6fe5\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-81b8b31 elementor-widget elementor-widget-image\" data-id=\"81b8b31\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image9-4.png\" class=\"attachment-full size-full wp-image-221036\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image9-4.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image9-4-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image9-4-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1aa1675 e-con-full e-flex e-con\" data-id=\"1aa1675\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61305f0 elementor-widget elementor-widget-text-editor\" data-id=\"61305f0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Mise \u00e0 jour automatique des n\u0153uds <\/b><span style=\"font-weight: 400;\">: GKE garantit que les n\u0153uds de votre cluster sont toujours \u00e0 jour avec les derni\u00e8res versions de s\u00e9curit\u00e9<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e6d24af e-flex e-con-boxed e-con\" data-id=\"e6d24af\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3f7b098 e-con-full e-flex e-con\" data-id=\"3f7b098\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b33b88b elementor-widget elementor-widget-image\" data-id=\"b33b88b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image11-5.png\" class=\"attachment-full size-full wp-image-221037\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image11-5.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image11-5-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image11-5-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-63b2237 e-con-full e-flex e-con\" data-id=\"63b2237\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7bb9468 elementor-widget elementor-widget-text-editor\" data-id=\"7bb9468\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>R\u00e9paration automatique <\/b><span style=\"font-weight: 400;\">: Si un n\u0153ud devient non sain, GKE le d\u00e9tecte et le remplace automatiquement, assurant ainsi la continuit\u00e9 de votre service.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9ccf358 e-flex e-con-boxed e-con\" data-id=\"9ccf358\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4e23696 e-con-full e-flex e-con\" data-id=\"4e23696\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b832f1 elementor-widget elementor-widget-image\" data-id=\"7b832f1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image15-4.png\" class=\"attachment-large size-large wp-image-221038\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image15-4.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image15-4-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image15-4-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3bb086 e-con-full e-flex e-con\" data-id=\"e3bb086\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0dbb855 elementor-widget elementor-widget-text-editor\" data-id=\"0dbb855\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>\u00c9quilibrage de charge <\/b><span style=\"font-weight: 400;\">: GKE int\u00e8gre un \u00e9quilibrage de charge natif, r\u00e9partissant le trafic entrant entre les pods pour assurer une distribution uniforme de la charge et une haute disponibilit\u00e9.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b86f962 e-flex e-con-boxed e-con\" data-id=\"b86f962\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-42cabe3 e-con-full e-flex e-con\" data-id=\"42cabe3\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd17d1f elementor-widget elementor-widget-image\" data-id=\"dd17d1f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image3-7.png\" class=\"attachment-large size-large wp-image-221039\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image3-7.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image3-7-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image3-7-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fd13f80 e-con-full e-flex e-con\" data-id=\"fd13f80\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57718c5 elementor-widget elementor-widget-text-editor\" data-id=\"57718c5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Surveillance et journalisation <\/b><span style=\"font-weight: 400;\">: GKE offre des capacit\u00e9s de surveillance, de journalisation et d&rsquo;alerte en temps r\u00e9el pour vos applications et votre infrastructure.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d183bdc e-flex e-con-boxed e-con\" data-id=\"d183bdc\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fba683d elementor-widget elementor-widget-heading\" data-id=\"fba683d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">2. S\u00e9curit\u00e9<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-961aaf8 e-flex e-con-boxed e-con\" data-id=\"961aaf8\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-592d288 e-con-full e-flex e-con\" data-id=\"592d288\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a2effb elementor-widget elementor-widget-image\" data-id=\"5a2effb\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image16-4.png\" class=\"attachment-large size-large wp-image-221043\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image16-4.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image16-4-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image16-4-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-19a983a e-con-full e-flex e-con\" data-id=\"19a983a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-73a69d3 elementor-widget elementor-widget-text-editor\" data-id=\"73a69d3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Authentification et autorisation bas\u00e9es sur le r\u00f4le (RBAC) <\/b><span style=\"font-weight: 400;\">: GKE s&rsquo;int\u00e8gre \u00e9troitement avec Cloud IAM, permettant un contr\u00f4le d&rsquo;acc\u00e8s granulaire \u00e0 vos ressources.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-41996c0 e-flex e-con-boxed e-con\" data-id=\"41996c0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-895783a e-con-full e-flex e-con\" data-id=\"895783a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-01e4532 elementor-widget elementor-widget-image\" data-id=\"01e4532\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image18-2.png\" class=\"attachment-large size-large wp-image-221044\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image18-2.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image18-2-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image18-2-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-09da258 e-con-full e-flex e-con\" data-id=\"09da258\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d9061bb elementor-widget elementor-widget-text-editor\" data-id=\"d9061bb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Chiffrement <\/b><span style=\"font-weight: 400;\">: GKE assure le chiffrement des donn\u00e9es en transit et au repos, avec des cl\u00e9s g\u00e9r\u00e9es soit par Google soit par le client, offrant une s\u00e9curit\u00e9 robuste pour vos donn\u00e9es.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-57d395a e-flex e-con-boxed e-con\" data-id=\"57d395a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f9647f4 e-con-full e-flex e-con\" data-id=\"f9647f4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6226da5 elementor-widget elementor-widget-image\" data-id=\"6226da5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image19-1.png\" class=\"attachment-large size-large wp-image-221045\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image19-1.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image19-1-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image19-1-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f860c0a e-con-full e-flex e-con\" data-id=\"f860c0a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd303fe elementor-widget elementor-widget-text-editor\" data-id=\"fd303fe\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>R\u00e9seau priv\u00e9<\/b><span style=\"font-weight: 400;\"> : Avec le support des VPC natifs, GKE assure une isolation compl\u00e8te de votre r\u00e9seau, vous permettant de d\u00e9finir des r\u00e8gles de pare-feu et d&rsquo;assurer une communication s\u00e9curis\u00e9e entre vos services.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d4445fc e-flex e-con-boxed e-con\" data-id=\"d4445fc\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ccb3b40 elementor-widget elementor-widget-heading\" data-id=\"ccb3b40\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">3. \u00c9volutivit\u00e9<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-887b959 e-flex e-con-boxed e-con\" data-id=\"887b959\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-768514d e-con-full e-flex e-con\" data-id=\"768514d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7130b09 elementor-widget elementor-widget-image\" data-id=\"7130b09\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image10-4.png\" class=\"attachment-large size-large wp-image-221049\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image10-4.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image10-4-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image10-4-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-125fc3d e-con-full e-flex e-con\" data-id=\"125fc3d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bd89820 elementor-widget elementor-widget-text-editor\" data-id=\"bd89820\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Mise \u00e0 l&rsquo;\u00e9chelle automatique des applications <\/b><span style=\"font-weight: 400;\">: GKE ajuste automatiquement le nombre de pods en fonction de la charge de travail, garantissant que votre application a toujours les ressources n\u00e9cessaires pour fonctionner efficacement.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-995621f e-flex e-con-boxed e-con\" data-id=\"995621f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-fd77fae e-con-full e-flex e-con\" data-id=\"fd77fae\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9276e1d elementor-widget elementor-widget-image\" data-id=\"9276e1d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image13-4.png\" class=\"attachment-large size-large wp-image-221050\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image13-4.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image13-4-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image13-4-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a400418 e-con-full e-flex e-con\" data-id=\"a400418\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1288c50 elementor-widget elementor-widget-text-editor\" data-id=\"1288c50\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Mise \u00e0 l&rsquo;\u00e9chelle des n\u0153uds du cluster <\/b><span style=\"font-weight: 400;\">: En fonction de la demande, GKE peut ajouter ou supprimer des n\u0153uds de votre cluster, optimisant les co\u00fbts et les performances.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-829811b e-flex e-con-boxed e-con\" data-id=\"829811b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3196970 elementor-widget elementor-widget-heading\" data-id=\"3196970\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">4. Int\u00e9gration avec d\u2019autres services GCP<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9aff853 e-flex e-con-boxed e-con\" data-id=\"9aff853\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0d789f4 e-con-full e-flex e-con\" data-id=\"0d789f4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9029997 elementor-widget elementor-widget-image\" data-id=\"9029997\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image17-3.png\" class=\"attachment-large size-large wp-image-221054\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image17-3.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image17-3-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image17-3-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f5c1ecc e-con-full e-flex e-con\" data-id=\"f5c1ecc\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-15c6171 elementor-widget elementor-widget-text-editor\" data-id=\"15c6171\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>Services de donn\u00e9es <\/b><span style=\"font-weight: 400;\">: GKE s&rsquo;int\u00e8gre facilement avec des services tels que Cloud Storage et <a href=\"https:\/\/datascientest.com\/google-bigquery-tout-savoir\">BigQuery<\/a>, permettant \u00e0 vos applications de tirer parti des capacit\u00e9s avanc\u00e9es de stockage et d&rsquo;analyse de GCP.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-00494ff e-flex e-con-boxed e-con\" data-id=\"00494ff\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-67f5312 e-con-full e-flex e-con\" data-id=\"67f5312\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b15729 elementor-widget elementor-widget-image\" data-id=\"1b15729\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image4-9.png\" class=\"attachment-large size-large wp-image-221055\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image4-9.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image4-9-300x300.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image4-9-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c5ca474 e-con-full e-flex e-con\" data-id=\"c5ca474\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a999ad elementor-widget elementor-widget-text-editor\" data-id=\"2a999ad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u00e9veloppement et <\/b><strong><a href=\"https:\/\/datascientest.com\/ci-cd-integration-continue-livraison-continue\">CI\/CD<\/a><\/strong><span style=\"font-weight: 400;\"> : GKE facilite le d\u00e9veloppement, le test et le d\u00e9ploiement continus de vos applications conteneuris\u00e9es.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d7ba034 e-flex e-con-boxed e-con\" data-id=\"d7ba034\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-73ba535 elementor-widget elementor-widget-heading\" data-id=\"73ba535\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Prise en main de GKE<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aac676c elementor-widget elementor-widget-text-editor\" data-id=\"aac676c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Connectez-vous \u00e0 la console GCP avec votre <\/span><b>compte Gmail<\/b><span style=\"font-weight: 400;\">. Par d\u00e9faut, un projet intitul\u00e9 \u00ab\u00a0<\/span><b>My First Project<\/b><span style=\"font-weight: 400;\">\u00a0\u00bb sera cr\u00e9\u00e9 pour vous. Il est imp\u00e9ratif de compl\u00e9ter la v\u00e9rification de facturation pour utiliser les services GCP. Une fois le compte de facturation v\u00e9rifi\u00e9, vous pouvez utiliser tous les services avec un cr\u00e9dit de <\/span><b>300$<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-baa8a4b elementor-widget elementor-widget-heading\" data-id=\"baa8a4b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">1. Acc\u00e8s au service GKE<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb91972 elementor-widget elementor-widget-text-editor\" data-id=\"eb91972\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Depuis la console, acc\u00e9der aux services propos\u00e9s par Google Cloud, et s\u00e9lectionnez <\/span><b>Kubernetes Engine.<\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3effb7f elementor-widget elementor-widget-image\" data-id=\"3effb7f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"910\" height=\"345\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image7-4.png\" class=\"attachment-full size-full wp-image-221059\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image7-4.png 910w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image7-4-300x114.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image7-4-768x291.png 768w\" sizes=\"(max-width: 910px) 100vw, 910px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6077c16 elementor-widget elementor-widget-text-editor\" data-id=\"6077c16\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Activez \u00e0 pr\u00e9sent le service GKE :<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f3ecf1 elementor-widget elementor-widget-image\" data-id=\"8f3ecf1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"631\" height=\"232\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image8-6.png\" class=\"attachment-full size-full wp-image-221063\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image8-6.png 631w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image8-6-300x110.png 300w\" sizes=\"(max-width: 631px) 100vw, 631px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e346803 elementor-widget elementor-widget-heading\" data-id=\"e346803\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">2. SDK de Google Cloud<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c438e8 elementor-widget elementor-widget-text-editor\" data-id=\"6c438e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00e9l\u00e9chargez et installez le SDK Google Cloud.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Authentifiez-vous et configurez votre projet en utilisant <\/span><\/li><\/ul><pre style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">gcloud auth login<\/span> <\/pre><p style=\"padding-left: 80px;\"><span style=\"font-weight: 400;\">et <\/span><\/p><pre style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">gcloud config <\/span><span style=\"color: #800080;\"><b>set<\/b><\/span><span style=\"font-weight: 400;\"> project [PROJECT_ID]<\/span><\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43099aa elementor-widget elementor-widget-heading\" data-id=\"43099aa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">3. Cr\u00e9ation d\u2019un cluster Kubernetes<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-806132b elementor-widget elementor-widget-text-editor\" data-id=\"806132b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<span style=\"font-weight: 400;\">Deux possibilit\u00e9s pour la cr\u00e9ation de votre premier cluster :\u00a0<\/span>\n<ul>\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Via la console GCP : Dans le menu de navigation, s\u00e9lectionnez <b>\u00ab\u00a0Kubernetes Engine\u00a0\u00bb<\/b> &gt; <b>\u00ab\u00a0Clusters\u00a0\u00bb<\/b>, puis cliquez sur <\/span><b>\u00ab\u00a0Cr\u00e9er\u00a0\u00bb<\/b>.<\/li>\n<\/ul>\n<ul>\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Via <\/span><b>gcloud <\/b><span style=\"font-weight: 400;\">: Utilisez la commande suivante pour cr\u00e9er un cluster :<\/span><\/li>\n<\/ul>\n<pre style=\"padding-left: 40px;\"><span style=\"background: #d9d9d9;\">gcloud container clusters create [CLUSTER_NAME]<\/span><\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-052da29 elementor-widget elementor-widget-heading\" data-id=\"052da29\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">4. D\u00e9ploiement d\u2019une application<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-244512b elementor-widget elementor-widget-text-editor\" data-id=\"244512b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul>\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Configurez <\/span><b>kubectl<\/b><span style=\"font-weight: 400;\">, l&rsquo;outil en ligne de commande de Kubernetes, pour utiliser le cluster que vous venez de cr\u00e9er :<\/span><\/li>\n<\/ul>\n<pre style=\"padding-left: 40px;\"><span style=\"background: #d9d9d9;\">gcloud components install kubectl<\/span><\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5f41dc elementor-widget elementor-widget-text-editor\" data-id=\"b5f41dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul>\n \t<li><span style=\"font-weight: 400;\">D\u00e9ployez une application en utilisant une image Docker. Par exemple, pour d\u00e9ployer une image simple de Nginx :<\/span><\/li>\n<\/ul>\n<pre style=\"padding-left: 40px;\"><span style=\"background: #d9d9d9;\">kubectl create deployment nginx<span style=\"font-weight: 400; color: #3366ff;\"> --image<span style=\"color: #ff00ff;\"><b>=<\/b><\/span><span style=\"font-weight: 400; color: #808000;\">nginx:1.17<\/span><\/span><\/span><\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12e06d1 elementor-widget elementor-widget-text-editor\" data-id=\"12e06d1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul>\n \t<li><span style=\"font-weight: 400;\">Exposez votre application \u00e0 l&rsquo;aide d&rsquo;un service :<\/span><\/li>\n<\/ul>\n<pre style=\"padding-left: 40px;\"><span style=\"background: #d9d9d9;\">kubectl expose deployment nginx <span style=\"font-weight: 400; color: #3366ff;\">--type<\/span><span style=\"color: #ff00ff;\"><b>=<\/b><\/span><span style=\"font-weight: 400; color: #808000;\">LoadBalancer <\/span><span style=\"font-weight: 400; color: #3366ff;\">--port<\/span><span style=\"color: #ff00ff;\"><b>=<\/b><\/span><span style=\"font-weight: 400; color: #808000;\">80<\/span><\/span><\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c27527 elementor-widget elementor-widget-text-editor\" data-id=\"4c27527\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Apr\u00e8s quelques minutes, votre application sera accessible via une adresse IP externe.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27d034a elementor-widget elementor-widget-heading\" data-id=\"27d034a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">5. Surveillance et gestion<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5baef61 elementor-widget elementor-widget-text-editor\" data-id=\"5baef61\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Utilisez la console GCP pour surveiller l&rsquo;\u00e9tat et la performance de votre cluster. Vous pouvez visualiser <\/span><b>l&rsquo;utilisation des ressources<\/b><span style=\"font-weight: 400;\">, <\/span><b>consulter les journaux<\/b><span style=\"font-weight: 400;\"> et configurer des <\/span><b>alertes<\/b><span style=\"font-weight: 400;\">.<\/span><\/li><li><span style=\"font-weight: 400;\">Pour une gestion plus fine, utilisez <\/span><b>kubectl <\/b><span style=\"font-weight: 400;\">pour obtenir des informations sur vos pods, services, et autres ressources Kubernetes.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a631889 elementor-widget elementor-widget-heading\" data-id=\"a631889\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">6. Nettoyage<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-889d5e1 elementor-widget elementor-widget-text-editor\" data-id=\"889d5e1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul>\n \t<li><span style=\"font-weight: 400;\">Une fois que vous avez termin\u00e9 d&rsquo;explorer, n&rsquo;oubliez pas de supprimer les ressources que vous avez cr\u00e9\u00e9es pour \u00e9viter des <\/span><b>frais inutiles<\/b><span style=\"font-weight: 400;\">. Supprimez le cluster via la console <\/span><b>GCP <\/b><span style=\"font-weight: 400;\">ou en utilisant <\/span><b>gcloud <\/b><span style=\"font-weight: 400;\">:<\/span><\/li>\n<\/ul>\n<pre style=\"padding-left: 40px;\"><span style=\"background: #d9d9d9;\">gcloud container clusters delete [CLUSTER_NAME]<\/span><\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0514ba elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"d0514ba\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"\/formation-data-engineer\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Devenir Data Engineer<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-058cc67 e-flex e-con-boxed e-con\" data-id=\"058cc67\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-82658f7 elementor-widget elementor-widget-heading\" data-id=\"82658f7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Bonnes pratiques<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b71771 elementor-widget elementor-widget-text-editor\" data-id=\"4b71771\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Lorsqu&rsquo;il s&rsquo;agit de g\u00e9rer des applications conteneuris\u00e9es avec GKE, certaines bonnes pratiques peuvent vous aider \u00e0 optimiser la performance, la s\u00e9curit\u00e9 et la rentabilit\u00e9 de votre infrastructure.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-507c34d elementor-widget elementor-widget-html\" data-id=\"507c34d\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style type=\"text\/css\">\r\n.tg  {border-collapse:collapse;border-spacing:0;}\r\n.tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\r\n  overflow:hidden;padding:10px 5px;word-break:normal;}\r\n.tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\r\n  font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;}\r\n.tg .tg-q7mn{background-color:#D9D9D9;font-family:Tahoma, Geneva, sans-serif !important;font-size:15px;font-weight:bold;\r\n  text-align:left;vertical-align:middle}\r\n.tg .tg-k8r5{background-color:#ffffff;font-family:Tahoma, Geneva, sans-serif !important;font-size:15px;text-align:left;\r\n  vertical-align:middle}\r\n.tg .tg-bqxm{background-color:#c0c0c0;font-family:Tahoma, Geneva, sans-serif !important;font-size:15px;text-align:center;\r\n  vertical-align:middle}\r\n<\/style>\r\n<table class=\"tg\" style=\"undefined;table-layout: fixed; width: 750px\">\r\n<colgroup>\r\n<col style=\"width: 100px\">\r\n<col style=\"width: 150px\">\r\n<col style=\"width: 500px\">\r\n<\/colgroup>\r\n<thead>\r\n  <tr>\r\n    <th class=\"tg-bqxm\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image5-9.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/th>\r\n    <th class=\"tg-q7mn\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Tol\u00e9rance aux pannes<\/span><\/th>\r\n    <th class=\"tg-k8r5\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Envisagez de d\u00e9ployer votre application sur plusieurs zones \/ r\u00e9gions<\/span><br><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Ayez suffisamment de r\u00e9plicas pour une reprise rapide en cas de d\u00e9faillance<\/span><\/th>\r\n  <\/tr>\r\n<\/thead>\r\n<tbody>\r\n  <tr>\r\n    <td class=\"tg-bqxm\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image14-4.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-q7mn\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">S\u00e9curisation<\/span><\/td>\r\n    <td class=\"tg-k8r5\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Utilisez des r\u00e9seaux priv\u00e9s natifs pour isoler votre trafic et prot\u00e9ger votre cluster <\/span><br><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Utilisez l'authentification et l'autorisation bas\u00e9es sur les r\u00f4les (RBAC)<\/span><br><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Assurez-vous que votre cluster est toujours \u00e0 jour.<\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-bqxm\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image6-8.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-q7mn\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Gestion des co\u00fbts<\/span><\/td>\r\n    <td class=\"tg-k8r5\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Utilisez la mise \u00e0 l'\u00e9chelle automatique des n\u0153uds et des pods<\/span><br><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Utilisez les outils de surveillance et d'alerte de GCP<\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-bqxm\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image12-5.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-q7mn\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Monitoring<\/span><\/td>\r\n    <td class=\"tg-k8r5\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Int\u00e9grez votre cluster GKE avec des outils de journalisation<\/span><br><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Configurez des alertes pour \u00eatre inform\u00e9 rapidement des probl\u00e8mes potentiels<\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-bqxm\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/image1-11.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-q7mn\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Gestion des donn\u00e9es<\/span><\/td>\r\n    <td class=\"tg-k8r5\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Utilisez les volumes persistants de Kubernetes et envisagez d'utiliser des solutions comme Google Cloud Storage pour une durabilit\u00e9 et une disponibilit\u00e9 accrues.<\/span><br><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">- Assurez-vous d'avoir une strat\u00e9gie de sauvegarde en place pour vos donn\u00e9es.<\/span><\/td>\r\n  <\/tr>\r\n<\/tbody>\r\n<\/table>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-57f7e45 e-flex e-con-boxed e-con\" data-id=\"57f7e45\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-369c353 elementor-widget elementor-widget-heading\" data-id=\"369c353\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-974fd21 elementor-widget elementor-widget-text-editor\" data-id=\"974fd21\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">En combinant simplicit\u00e9, s\u00e9curit\u00e9 et \u00e9volutivit\u00e9, GKE offre une plateforme robuste adapt\u00e9e aux d\u00e9fis technologiques actuels en mati\u00e8re de gestion d\u2019applications conteneuris\u00e9es.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-650c106 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"650c106\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Se lancer dans une formation<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cedadea elementor-widget elementor-widget-html\" data-id=\"cedadea\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Qu\u2019est-ce que Kubernetes ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Souvent abr\u00e9g\u00e9 \u201cK8s\u201d, Kubernetes est un syst\u00e8me open-source d\u2019orchestration de conteneurs. Il facilite la t\u00e2che des \u00e9quipes techniques lorsqu\u2019il s\u2019agit de d\u00e9ployer des applications \u00e0 grande \u00e9chelle sur une infrastructure, qu\u2019elle soit situ\u00e9e sur des serveurs physiques, des VM ou dans le cloud. Les conteneurs, tels que Docker, ont chang\u00e9 la donne en permettant aux d\u00e9veloppeurs d\u2019isoler leurs applications et toutes leurs d\u00e9pendances dans une unit\u00e9 standardis\u00e9e. Cependant, lorsqu\u2019il s\u2019agit de g\u00e9rer des centaines voire des milliers de conteneurs (surtout en production), les choses peuvent vite devenir complexes : c\u2019est l\u00e0 que Kubernetes entre en jeu.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Pourquoi choisir GKS ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"L'une des principales raisons pour lesquelles les entreprises se tournent vers GKE est la promesse d'une exp\u00e9rience Kubernetes sans inqui\u00e9tude. 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De plus, avec la flexibilit\u00e9 offerte par le mod\u00e8le de tarification de GCP, les entreprises peuvent optimiser leurs co\u00fbts tout en b\u00e9n\u00e9ficiant d'une infrastructure hautement disponible et s\u00e9curis\u00e9e.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Fonctionnalit\u00e9s cl\u00e9s de GKE\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Les fonctionnalit\u00e9s cl\u00e9s propos\u00e9es par GKE le distinguent des solutions d\u2019orchestration de conteneurs concurrentes : automatisation et gestion, s\u00e9curit\u00e9, \u00e9volutivit\u00e9, int\u00e9gration avec d\u2019autres services GCP.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Les entreprises migrent de plus en plus leurs services vers le cloud. \u00c0 ce titre, l\u2019importance et la n\u00e9cessit\u00e9 de d\u00e9ployer, g\u00e9rer et mettre \u00e0 l\u2019\u00e9chelle des applications de mani\u00e8re fiable et efficace est devenue primordiale. Fort de ce constat, une technologie \u00e0 \u00e9merger et \u00e0 r\u00e9volutionn\u00e9 la fa\u00e7on dont les applications sont orchestr\u00e9es : [&hellip;]<\/p>\n","protected":false},"author":79,"featured_media":221034,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2411],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Google Kubernetes Engine (GKE) : Qu&#039;est-ce ce qu&#039;est ?<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez tout ce qu&#039;il y a \u00e0 savoir sur GCP Kubernetes, l&#039;outil de d\u00e9ploiement, de gestion et de mise \u00e0 l\u2019\u00e9chelle des applications lors d&#039;une migration vers le cloud.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/google-kubernetes-engine-tout-savoir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google Kubernetes Engine (GKE) : Qu&#039;est-ce ce qu&#039;est ?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/google-kubernetes-engine-tout-savoir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-29T06:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-21T14:07:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/GCP-Kubernetes.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Dan Cohen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dan Cohen\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/google-kubernetes-engine-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/google-kubernetes-engine-tout-savoir\",\"name\":\"Google Kubernetes Engine (GKE) : Qu'est-ce ce qu'est ?\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-03-29T06:30:00+00:00\",\"dateModified\":\"2024-03-21T14:07:28+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/61997d589648bc1d367f632ba686e354\"},\"description\":\"D\u00e9couvrez tout ce qu'il y a \u00e0 savoir sur GCP Kubernetes, l'outil de d\u00e9ploiement, de gestion et de mise \u00e0 l\u2019\u00e9chelle des applications lors d'une migration vers le cloud.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/google-kubernetes-engine-tout-savoir\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/61997d589648bc1d367f632ba686e354\",\"name\":\"Dan Cohen\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/dancohen.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/dancohen.jpeg\",\"caption\":\"Dan Cohen\"},\"description\":\"Dan Cohen est actuellement Data Engineer chez DataScientest. 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