{"id":180404,"date":"2024-03-27T19:49:37","date_gmt":"2024-03-27T18:49:37","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=180404"},"modified":"2024-02-26T21:43:10","modified_gmt":"2024-02-26T20:43:10","slug":"google-cloud-platform-monitoring-features-and-benefits","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/google-cloud-platform-monitoring-features-and-benefits","title":{"rendered":"Google Cloud Platform Monitoring Features and Benefits"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"180404\" class=\"elementor elementor-180404\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ea05ff9 e-flex e-con-boxed e-con\" data-id=\"ea05ff9\" 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-7dd2f7d elementor-widget elementor-widget-heading\" data-id=\"7dd2f7d\" 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\">Available in over 200 countries and territories, PCM is now one of the most popular public cloud services. More and more companies are using this platform for their applications and infrastructures. And to manage them properly, they need high-performance monitoring tools. This is precisely the role of Google Cloud Platform Monitoring. What does it do? What are its features and benefits? You'll find the answers in this article.<\/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-792b16d e-flex e-con-boxed e-con\" data-id=\"792b16d\" 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-4b2b7f0 elementor-widget elementor-widget-heading\" data-id=\"4b2b7f0\" 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\">What is GCP Monitoring?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b63415 elementor-widget elementor-widget-text-editor\" data-id=\"5b63415\" 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><strong>Google Cloud Platform Monitoring<\/strong> is the essential tool to help companies manage all their applications and infrastructures on the <strong>Google Cloud Platform.<\/strong> Thanks to this solution, they can monitor all metrics (performance, availability and status indicators), events and <strong>metadata from Google Cloud.<\/strong><\/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-51cc07d e-flex e-con-boxed e-con\" data-id=\"51cc07d\" 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-78422f8 elementor-widget elementor-widget-heading\" data-id=\"78422f8\" 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\">What are the features of Google Cloud Monitoring?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a5fa62 elementor-widget elementor-widget-heading\" data-id=\"6a5fa62\" 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\">SLO surveillance<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7db82ad elementor-widget elementor-widget-text-editor\" data-id=\"7db82ad\" 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>Google Cloud Platform Monitoring<\/strong> offers organizations comprehensive monitoring of their various metrics, also known as SLI (Service Level Indicator). For example: number of requests per minute, URL availability or response latency.<\/p><p>The idea is to help them optimize the service levels of their applications and infrastructures. To achieve this, SLOs (Service Level Objectives) can be defined. This is the target value that the SLI must reach. If SLOs are not met (i.e. are unsatisfactory), organizations receive an alert to make the necessary adjustments.<\/p><p>Of course, the required performance levels cannot be achieved immediately. That&#8217;s why we recommend defining a margin of error. In other words, an acceptable level of failure during a compliance period.<\/p><p>\u00a0<\/p><p>\ud83d\udca1Related articles:<\/p><table dir=\"ltr\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\" data-sheets-root=\"1\"><colgroup><col width=\"656\" \/><\/colgroup><tbody><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Choosing the Right Cloud Provider: AWS vs. Azure vs. GCP Unveiled&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/en\/choosing-the-right-cloud-provider-aws-vs-azure-vs-gcp-unveiled\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/en\/choosing-the-right-cloud-provider-aws-vs-azure-vs-gcp-unveiled\" target=\"_blank\" rel=\"noopener\">Choosing the Right Cloud Provider: AWS vs. Azure vs. GCP Unveiled<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;GCP Firewall Policy: Everything you need to know about Google's cloud firewalls&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/en\/gcp-firewall-policy-everything-you-need-to-know-about-googles-cloud-firewalls\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/en\/gcp-firewall-policy-everything-you-need-to-know-about-googles-cloud-firewalls\" target=\"_blank\" rel=\"noopener\">GCP Firewall Policy: Everything you need to know about Google&#8217;s cloud firewalls<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;GCP Dataflow: What is it? What's it for?&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/en\/gcp-dataflow-what-is-it-whats-it-for\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/en\/gcp-dataflow-what-is-it-whats-it-for\" target=\"_blank\" rel=\"noopener\">GCP Dataflow: What is it? What&#8217;s it for?<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Terraform: Using GCP to deploy your infrastructure&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/en\/terraform-using-gcp-to-deploy-your-infrastructure\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/en\/terraform-using-gcp-to-deploy-your-infrastructure\" target=\"_blank\" rel=\"noopener\">Terraform: Using GCP to deploy your infrastructure<\/a><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6955c4f elementor-widget elementor-widget-heading\" data-id=\"6955c4f\" 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 integration<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68c6a6f elementor-widget elementor-widget-text-editor\" data-id=\"68c6a6f\" 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>On the one hand, GCP Monitoring automatically integrates with Google Cloud resources and services. This means that various metrics can be detected and monitored without any additional configuration.<\/p><p>Secondly, Google Cloud Monitoring integrates with other tools. For example, with Managed Service for Prometheus or the Ops agent, you can easily manage all the metrics collected for Kubernetes and virtual machines.<\/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-7e3882f elementor-widget elementor-widget-image\" data-id=\"7e3882f\" 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\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/07\/gcp-monitoring.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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-3640444 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"3640444\" 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\">Learn how to use GCP Monitoring<\/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-354282f elementor-widget elementor-widget-heading\" data-id=\"354282f\" 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\">Dashboards<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9f0d1f elementor-widget elementor-widget-text-editor\" data-id=\"f9f0d1f\" 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>Google Cloud Platform Monitoring automatically integrates dashboards to give organizations greater visibility into the use of their GCP resources and services.<\/p><p>But beyond these ready-to-use dashboards, it is also possible to customize these dashboards according to one&#8217;s SLI and SLO. This is particularly useful for organizations wishing to display information on multiple services.<\/p><p>Whichever option you choose, these tools make it easy to visualize and analyze data from different sources.<\/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-22ea03d elementor-widget elementor-widget-heading\" data-id=\"22ea03d\" 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\">Compatibility with several Google Cloud projects<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9de7748 elementor-widget elementor-widget-text-editor\" data-id=\"9de7748\" 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>With <strong>GCP monitoring,<\/strong> companies can monitor one or more projects simultaneously (and even several projects within several organizations).<\/p><p>To do this, you need to define the scope of metrics and create resource groups. The latter then enable relationships to be established between resources, according to their names, tags, regions, accounts&#8230;<\/p><p>In this way, it will be easier to create dashboards showing the various metrics for these multiple projects.<\/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-e04dcc4 e-flex e-con-boxed e-con\" data-id=\"e04dcc4\" 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-d1be52f elementor-widget elementor-widget-heading\" data-id=\"d1be52f\" 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\">What are the advantages of Google Cloud Platform Monitoring?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13ccd7a elementor-widget elementor-widget-text-editor\" data-id=\"13ccd7a\" 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 diversity of features provided by <strong>GCP enables organizations to reap a multitude of benefits:<\/strong><\/p><ul><li><strong>Compatibility:<\/strong> Google Cloud Platform Monitoring is compatible with other hybrid and multi-cloud environments. This means that organizations can monitor all metrics from these different environments.<\/li><li><strong>Ease of use:<\/strong> to facilitate the management of applications and infrastructures on GCP, Cloud Monitoring offers ready-to-use dashboards. This enables data to be collected automatically.<\/li><li><strong>Decision-making:<\/strong> GCP Monitoring displays all essential metrics, events and metadata in real time. As a result, companies can easily identify problems in their application or infrastructure, and also discover new business models.<\/li><li><strong>Efficiency:<\/strong> in addition to monitoring all available metrics (performance, uptime&#8230;), GCP Monitoring also lets you create dashboards and configure alerts when predefined thresholds are crossed. This saves organizations valuable time when managing their infrastructure on Google Cloud Platform.<\/li><\/ul>\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-81dbe8e e-flex e-con-boxed e-con\" data-id=\"81dbe8e\" 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-f7a1e82 elementor-widget elementor-widget-heading\" data-id=\"f7a1e82\" 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\">Get GCP training with DataScientest<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-957c55c elementor-widget elementor-widget-text-editor\" data-id=\"957c55c\" 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>Although Google Cloud Platform is not the world&#8217;s leading cloud service (it ranks 3rd after <a href=\"https:\/\/datascientest.com\/en\/aws-cloud-quest-a-role-playing-game-for-cloud-computing-training\">AWS<\/a> and Azure), it is increasingly used by businesses.<\/p><p><a href=\"https:\/\/datascientest.com\/en\/become-a-devops-engineer-tasks-and-skills\">DevOps,<\/a> data analysts and data engineers with GCP skills are in great demand. But to master this tool, you need to be trained. There are a number of ways to do this: take GCP certifications, or follow a professional training course that provides you with all the knowledge you need to use Google Cloud Platform Monitoring.<\/p><p>This is precisely the case with our training courses at DataScientest. In addition to GCP, you can also master AWS or <a href=\"https:\/\/datascientest.com\/en\/microsoft-azure-empower-yourself-with-knowledge\">Microsoft Azure (the other essential cloud services).<\/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-df1c317 elementor-widget elementor-widget-image\" data-id=\"df1c317\" 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\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/07\/gcp-monitoring1.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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-2da324c elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"2da324c\" 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\">Start a Cloud Computing training course<\/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-691777a e-flex e-con-boxed e-con\" data-id=\"691777a\" 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-fc7a695 elementor-widget elementor-widget-html\" data-id=\"fc7a695\" 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\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"What is GCP Monitoring for?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"Google Cloud Platform Monitoring is the essential tool to help companies manage all their applications and infrastructures on GCP. 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[&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":180405,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2423],"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 Cloud Platform Monitoring Features and Benefits<\/title>\n<meta name=\"description\" content=\"Discover the robust features and numerous benefits of Google Cloud Platform Monitoring. From real-time insights to proactive alerting, learn how GCP Monitoring empowers businesses to optimize performance, ensure reliability, and enhance operational efficiency in their cloud environments.\" \/>\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\/en\/google-cloud-platform-monitoring-features-and-benefits\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google Cloud Platform Monitoring Features and Benefits\" \/>\n<meta property=\"og:description\" content=\"Available in over 200 countries and territories, PCM is now one of the most popular public cloud services. 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