{"id":173157,"date":"2023-11-10T15:11:40","date_gmt":"2023-11-10T14:11:40","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=173157"},"modified":"2023-11-10T15:17:27","modified_gmt":"2023-11-10T14:17:27","slug":"choosing-the-right-cloud-provider-aws-vs-azure-vs-gcp-unveiled","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/choosing-the-right-cloud-provider-aws-vs-azure-vs-gcp-unveiled","title":{"rendered":"Choosing the Right Cloud Provider: AWS vs. Azure vs. GCP Unveiled"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"173157\" class=\"elementor elementor-173157\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-71240db e-flex e-con-boxed e-con\" data-id=\"71240db\" 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-7d639810 elementor-widget elementor-widget-heading\" data-id=\"7d639810\" 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\">There are many advantages for a company to migrate to the cloud, whether partially or totally. These include increased data security, greater computing power and lower IT costs.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b104dd elementor-widget elementor-widget-text-editor\" data-id=\"b104dd\" 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>However, knowing which public cloud provider to choose is no easy task. The first thing to understand is that the choice of an Infrastructure as a Service (IaaS), Platform as a Service (PaaS) or Software as a Service (SaaS) model necessarily depends on the sector and the needs of the business.<\/p><p>It is important to understand the differences between cloud providers so that you can choose the one that best meets your company&#8217;s needs and expectations. In this article, we will outline the notable differences between the three multinationals in this oligopolistic market, so that you can make your choice of cloud implementation.<\/p><p>There are many key factors in choosing the right cloud provider. We&#8217;re going to try and shed some light on a few key points to help you make the right choice.<\/p><p>We will analyse these points for the three market leaders.<\/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-55bce4d2 elementor-widget elementor-widget-image\" data-id=\"55bce4d2\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1520\" height=\"600\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/differences-clouds-1.jpg\" class=\"attachment-full size-full wp-image-173164\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/differences-clouds-1.jpg 1520w, https:\/\/datascientest.com\/en\/files\/2023\/11\/differences-clouds-1-300x118.jpg 300w, https:\/\/datascientest.com\/en\/files\/2023\/11\/differences-clouds-1-1024x404.jpg 1024w, https:\/\/datascientest.com\/en\/files\/2023\/11\/differences-clouds-1-768x303.jpg 768w\" sizes=\"(max-width: 1520px) 100vw, 1520px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\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-1a02e4f8 e-flex e-con-boxed e-con\" data-id=\"1a02e4f8\" 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-11139f97 elementor-widget elementor-widget-heading\" data-id=\"11139f97\" 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\">Amazon Web Services<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-407958f elementor-widget elementor-widget-text-editor\" data-id=\"407958f\" 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>Financial management can quickly become extremely high and difficult. It should be noted that it is very difficult to compare this concept between different clouds, as they all have different features and services. However, we will try to compare this price allocation with the use of instances and compare the cost of requests.<\/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-268773bc elementor-widget elementor-widget-heading\" data-id=\"268773bc\" 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-default\">1. Costs<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f57091d elementor-widget elementor-widget-text-editor\" data-id=\"3f57091d\" 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>For a small instance, the price averages USD 69 per month for this cloud provider. For a larger instance, you can use it for $3.97 per hour.<\/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-359398b elementor-widget elementor-widget-heading\" data-id=\"359398b\" 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-default\">2. Geographical area<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a8190a5 elementor-widget elementor-widget-text-editor\" data-id=\"3a8190a5\" 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>When it comes to geographical availability, it outstrips all its competitors by taking first place. AWS services are available in 26 regions, more than 84 zones, and no fewer than 245 countries and territories are served. It is also continuing to expand into other geographical areas.<\/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-38112a1a e-flex e-con-boxed e-con\" data-id=\"38112a1a\" 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-5e78cffc elementor-widget elementor-widget-heading\" data-id=\"5e78cffc\" 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\">Microsoft Azure<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f64de71 elementor-widget elementor-widget-heading\" data-id=\"1f64de71\" 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-default\">1. Cost<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44c79d74 elementor-widget elementor-widget-text-editor\" data-id=\"44c79d74\" 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>It is possible to use a small instance at Microsoft Azure for an average of $70 per month. This price is similar to Amazon Web Services, but rises to $6.79 per hour for a large instance.<\/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-340672d5 elementor-widget elementor-widget-heading\" data-id=\"340672d5\" 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-default\">2. Geographical area<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85043f2 elementor-widget elementor-widget-text-editor\" data-id=\"85043f2\" 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>In terms of availability, like Amazon Web Services, Microsoft Azure offers no fewer than 54 different geographical zones, covering more than 140 countries.<\/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-b4e86a8 e-flex e-con-boxed e-con\" data-id=\"b4e86a8\" 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-255dea21 elementor-widget elementor-widget-heading\" data-id=\"255dea21\" 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 Cloud Platform<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e9d920b elementor-widget elementor-widget-heading\" data-id=\"5e9d920b\" 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-default\">1. Cost<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e122e8e elementor-widget elementor-widget-text-editor\" data-id=\"e122e8e\" 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>As for the third leader, it offers a small instance at a lower cost than the other two competitors, at $52 per month. But you&#8217;ll have to pay no less than $5.32 per hour for a larger instance.<\/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-49d57204 elementor-widget elementor-widget-heading\" data-id=\"49d57204\" 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-default\">2. Geographical area<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50125268 elementor-widget elementor-widget-text-editor\" data-id=\"50125268\" 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>In terms of geographical availability, Google Cloud Platform services are available in 29 regions, 88 zones and more than 200 countries and territories. As far as future developments are concerned, this cloud provider will continue to develop in various regions such as Berlin, Columbus and Paris.<\/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-21ce94c9 elementor-widget elementor-widget-image\" data-id=\"21ce94c9\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1520\" height=\"492\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/google-cloud-platform-couverture.jpg\" class=\"attachment-full size-full wp-image-173165\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/google-cloud-platform-couverture.jpg 1520w, https:\/\/datascientest.com\/en\/files\/2023\/11\/google-cloud-platform-couverture-300x97.jpg 300w, https:\/\/datascientest.com\/en\/files\/2023\/11\/google-cloud-platform-couverture-1024x331.jpg 1024w, https:\/\/datascientest.com\/en\/files\/2023\/11\/google-cloud-platform-couverture-768x249.jpg 768w\" sizes=\"(max-width: 1520px) 100vw, 1520px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\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-6b5f258d e-flex e-con-boxed e-con\" data-id=\"6b5f258d\" 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-443b4113 elementor-widget elementor-widget-heading\" data-id=\"443b4113\" 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\">Advantages and disadvantages<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b1ad1ed elementor-widget elementor-widget-heading\" data-id=\"1b1ad1ed\" 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-default\">Amazon Web Services<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39d9023d elementor-widget elementor-widget-text-editor\" data-id=\"39d9023d\" 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>As the <strong>oldest cloud provider on the market,<\/strong> it offers more features to customers who choose it, with no fewer than 200 different products, including amazon kinesis, S3 <a href=\"https:\/\/datascientest.com\/en\/aws-lambda-explained-unveiling-the-power-of-serverless-functions-on-amazon-web-services\">aws lambda<\/a>, and more. It therefore has a dominant position in this sector and a strong global reach. On the other hand, it is difficult to <a href=\"https:\/\/datascientest.com\/en\/amazon-web-services-aws-unveiling-the-power-of-the-amazon-cloud\">use this cloud in a functional way without first undergoing training.<\/a><\/p><p>Offering more services than its competitors can be both an advantage and a disadvantage. It quickly becomes difficult to know which product to choose, and cost management is difficult to manage with this cloud computing giant.<\/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-63e1fabb elementor-widget elementor-widget-heading\" data-id=\"63e1fabb\" 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-default\">Microsoft Azure<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29978875 elementor-widget elementor-widget-text-editor\" data-id=\"29978875\" 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><a href=\"https:\/\/datascientest.com\/en\/microsoft-azure-empower-yourself-with-knowledge\">Microsoft Azure<\/a> is Amazon Web Services&#8217; biggest competitor. One of the advantages of this cloud is that it offers integration with all of Microsoft&#8217;s tools and software, making cloud computing easier to integrate into a company that is already using other Microsoft software.<\/p><p>What&#8217;s more, compared with its two other competitors, <a href=\"https:\/\/datascientest.com\/en\/azure-course-master-azure-cloud-with-our-comprehensive-course\">Microsoft Azure is a hybrid cloud.<\/a> As far as its operation is concerned, part of it is supported by open source. On the other hand, a major drawback of Microsoft Azure is its documentation. It is inadequate and can sometimes be confusing.<\/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-4184fd73 elementor-widget elementor-widget-heading\" data-id=\"4184fd73\" 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-default\">Google Cloud Platform<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4747c10f elementor-widget elementor-widget-text-editor\" data-id=\"4747c10f\" 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>One of the big advantages of <a href=\"https:\/\/datascientest.com\/en\/gcp-firewall-policy-everything-you-need-to-know-about-googles-cloud-firewalls\">Google Cloud Platform<\/a> over the market leader is that it is easier to manage and reduce costs, because it offers flexible contracts. What&#8217;s more, the cost is per second, compared with the other two providers who offer a cost per minute. We pay for what we use.<\/p><p>Like Microsoft Azure, it is partly supported by open source. What&#8217;s more, <a href=\"https:\/\/datascientest.com\/en\/terraform-using-gcp-to-deploy-your-infrastructure\">the Google Cloud Platform is intuitive and fairly easy to use.<\/a> However, being the youngest, it offers fewer features and services than its two competitors. But its use is growing by the day.<\/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-78a45cfa e-flex e-con-boxed e-con\" data-id=\"78a45cfa\" 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-3d4766c5 elementor-widget elementor-widget-heading\" data-id=\"3d4766c5\" 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\">Features and services<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63b60657 elementor-widget elementor-widget-text-editor\" data-id=\"63b60657\" 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>Now that we&#8217;ve highlighted the <strong>different geographical availabilities and costs associated<\/strong> with the products, it&#8217;s important to focus on the notable differences between the products and cloud services used. This will enable us to make a real decision about our future cloud provider.<\/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-31c2b791 elementor-widget elementor-widget-image\" data-id=\"31c2b791\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1520\" height=\"825\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-fonctionnalites.jpg\" class=\"attachment-full size-full wp-image-173166\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-fonctionnalites.jpg 1520w, https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-fonctionnalites-300x163.jpg 300w, https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-fonctionnalites-1024x556.jpg 1024w, https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-fonctionnalites-768x417.jpg 768w\" sizes=\"(max-width: 1520px) 100vw, 1520px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-1ccdf7f1 elementor-widget elementor-widget-heading\" data-id=\"1ccdf7f1\" 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-default\">Management Service<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-626fd9b6 elementor-widget elementor-widget-text-editor\" data-id=\"626fd9b6\" 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>All three cloud providers offer user account management. This means you can use the cloud, the different products and the different data while controlling access and data security. It is possible to<strong> manage the different roles of different users.<\/strong> This means, for example, that you can control access to sensitive data while still having the information you need.<\/p><p>The three cloud providers offer a range of service management products. Their aim is to enable secure and optimal deployment between different users and resources, but also to monitor access to and reading of data.<\/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-70754288 elementor-widget elementor-widget-heading\" data-id=\"70754288\" 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-default\">Storage Services<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-728d8f76 elementor-widget elementor-widget-text-editor\" data-id=\"728d8f76\" 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>The <a href=\"https:\/\/datascientest.com\/en\/terraform-using-gcp-to-deploy-your-infrastructure\">three cloud providers offer different storage services.<\/a> This essentially depends on the nature of the database, whether it is relational, graph-oriented or column-oriented. In addition, some storage services are dedicated to cold data, while others are more for hot data. Storage features are specific to each cloud provider.<\/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-1b026a41 elementor-widget elementor-widget-heading\" data-id=\"1b026a41\" 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-default\">Amazon Web Services<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45fba5d8 elementor-widget elementor-widget-text-editor\" data-id=\"45fba5d8\" 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>Amazon Simple Storage Service or <strong>Amazon S3<\/strong> is the main storage service for scalable objects at AWS. A large number of companies rely on this storage service, which offers 99.9999999% durability.<\/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-5f818cea elementor-widget elementor-widget-heading\" data-id=\"5f818cea\" 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-default\">Microsoft Azure<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b0a32d elementor-widget elementor-widget-text-editor\" data-id=\"5b0a32d\" 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><strong>Microsoft Azure Storage<\/strong> is Microsoft&#8217;s storage manager. It offers different types of storage depending on the nature of the data: blob storage, file storage, queue storage, disk storage, Azure Data Lake Storage Gen2, etc.<\/p><p>But there are also other types of storage, <a href=\"https:\/\/datascientest.com\/en\/olap-everything-you-need-to-know-about-this-database-organization\">such as for OLTP and OLAP operations.<\/a><\/p><p>Microsoft Azure offers a very interesting service called Cosmos DB. This feature provides an OLTP storage service while enabling OLAP data to be analysed simultaneously. This is HTAP storage.<\/p><p>What&#8217;s more, with Azure Synapse Link, it is possible to transfer OLAP data <a href=\"https:\/\/datascientest.com\/en\/azure-synapse-analytics-everything-you-need-to-know-about-microsofts-cloud-analytics-platform\">directly into Azure Machine Learning or Azure Synapse Analytics.<\/a><\/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-133f1f42 elementor-widget elementor-widget-heading\" data-id=\"133f1f42\" 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-default\">Google Cloud Platform<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a917265 elementor-widget elementor-widget-text-editor\" data-id=\"7a917265\" 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>As for the third<a href=\"https:\/\/datascientest.com\/en\/gpc-vpc-everything-you-need-to-know-about-googles-virtual-private-cloud\"> leading cloud provider,<\/a> its storage service is Google Cloud Storage. This is surely the easiest to use of the three giants in this market.<\/p><p>What&#8217;s more, you can manage the lifecycle of your data. This makes it possible to <a href=\"https:\/\/datascientest.com\/en\/acid-in-database-management\">optimise prices and data management.<\/a> What&#8217;s more, you can choose your bucket according to the type of data you have.<\/p><p>This storage service provides simple, effective management of cold and hot data. For example, for cold data we have the option of <strong>choosing Archive Storage<\/strong> or Nearline Storage, which allows us to store data that we won&#8217;t be looking at, or will be looking at very little. If we take the archive, this will be very useful for data that we want to read a little less than once a year.<\/p><p>It&#8217;s very low-cost storage. If, on the other hand, we want to query our data more frequently, we can choose a more specific bucket for hot data.<\/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-1f3ace1 e-flex e-con-boxed e-con\" data-id=\"1f3ace1\" 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-4bf8c4fa elementor-widget elementor-widget-heading\" data-id=\"4bf8c4fa\" 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\">Machine Learning<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1787c893 elementor-widget elementor-widget-image\" data-id=\"1787c893\" 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=\"1520\" height=\"825\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-machine-learning.jpg\" class=\"attachment-full size-full wp-image-173167\" alt=\"Project Environment Preparation: Essential Steps for Smooth Workflow\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-machine-learning.jpg 1520w, https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-machine-learning-300x163.jpg 300w, https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-machine-learning-1024x556.jpg 1024w, https:\/\/datascientest.com\/en\/files\/2023\/11\/cloud-computing-machine-learning-768x417.jpg 768w\" sizes=\"(max-width: 1520px) 100vw, 1520px\" \/>\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-3601f3c3 elementor-widget elementor-widget-heading\" data-id=\"3601f3c3\" 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-default\">Amazon Web Services<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31ca7640 elementor-widget elementor-widget-text-editor\" data-id=\"31ca7640\" 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>AWS is mainly used for deploying virtual machines. But it offers a number of interesting products for Machine Learning.<\/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-3129730 elementor-widget elementor-widget-heading\" data-id=\"3129730\" 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-default\">Microsoft Azure<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f84fcac elementor-widget elementor-widget-text-editor\" data-id=\"7f84fcac\" 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>Microsoft Azure also has an interesting Machine Learning service, notably with Azure DataBricks, which can be used to manage and process large volumes of data.<a href=\"https:\/\/datascientest.com\/en\/what-you-didnt-know-about-azure-databricks\"> DataBricks<\/a> is developed <a href=\"https:\/\/datascientest.com\/en\/apache-spark-its-functions-and-benefits\">using the Apache Spark framework.<\/a><\/p><p>This service is very interesting because the platform is intuitive and enables Spark to be used quickly and efficiently.<\/p><p>What&#8217;s more, with DataBricks you can create and delete clusters on demand. This provides a degree of flexibility while still having access to the computing power of distributed systems.<\/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-138a15c elementor-widget elementor-widget-heading\" data-id=\"138a15c\" 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-default\">Google Cloud Platform<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6adb1e43 elementor-widget elementor-widget-text-editor\" data-id=\"6adb1e43\" 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><a href=\"https:\/\/datascientest.com\/en\/boosting-business-with-3-essential-machine-learning-algorithms\">When it comes to Machine Learning,<\/a> Google Cloud Platform is a very interesting choice. It really is the Big Data-oriented cloud provider. Its products dedicated to training machine learning models offer very high added value.<\/p><p>In terms of DevOps, Google Cloud Platform offers the very interesting <a href=\"https:\/\/datascientest.com\/en\/why-kubernetes-has-become-an-indispensable-tool-in-data-science\">Google Kubernetes Engine service.<\/a> This service offers a Google-managed solution for Kubernetes, making it easy to use Kubernetes. All you have to do is describe the hardware requirements of your application (computing power, storage, etc.) and Google Kubernetes Engine will take care of the rest.<\/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-280d385b e-flex e-con-boxed e-con\" data-id=\"280d385b\" 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-1f557a5f elementor-widget elementor-widget-text-editor\" data-id=\"1f557a5f\" 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>As you can see, the choice of cloud provider is not so easy or intuitive at first sight. You need to understand your company&#8217;s needs in order to use the cloud that best meets your expectations. If you want to <strong>know how to use these clouds, take a look at our training courses.<\/strong><\/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-2bc0987 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"2bc0987\" 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=\"https:\/\/datascientest.com\/en\/data-courses\">\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\">Discover our Data Training courses<\/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\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>There are many advantages for a company to migrate to the cloud, whether partially or totally. These include increased data security, greater computing power and lower IT costs. However, knowing which public cloud provider to choose is no easy task. The first thing to understand is that the choice of an Infrastructure as a Service [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":173159,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2412],"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>Choosing the Right Cloud Provider: AWS vs. Azure vs. GCP Unveiled<\/title>\n<meta name=\"description\" content=\"&quot;Navigate the cloud landscape with confidence! 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