{"id":31233,"date":"2025-03-02T13:19:33","date_gmt":"2025-03-02T13:19:33","guid":{"rendered":"https:\/\/accuweb.cloud\/blog\/?p=31233"},"modified":"2026-01-21T10:01:20","modified_gmt":"2026-01-21T10:01:20","slug":"how-automatic-vertical-scaling-work-in-accuweb-cloud-platform","status":"publish","type":"post","link":"https:\/\/accuweb.cloud\/blog\/how-automatic-vertical-scaling-work-in-accuweb-cloud-platform\/","title":{"rendered":"Explore Automatic Vertical Scaling With AccuWeb.Cloud Platform"},"content":{"rendered":"<h1 class=\"ac-h1\">Explore Automatic Vertical Scaling With AccuWeb.Cloud Platform<\/h1>\n<p><a href=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2025\/03\/Explore-Automatic-Vertical-Scaling-With-AccuWeb.Cloud-Platform.png\"><img fetchpriority=\"high\" decoding=\"async\" class=\"acc-blog-image aligncenter wp-image-42022 size-full\" title=\"Explore Automatic Vertical Scaling With AccuWeb.Cloud Platform\" src=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2025\/03\/Explore-Automatic-Vertical-Scaling-With-AccuWeb.Cloud-Platform.png\" alt=\"Explore Automatic Vertical Scaling With AccuWeb.Cloud Platform\" width=\"1280\" height=\"720\" srcset=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2025\/03\/Explore-Automatic-Vertical-Scaling-With-AccuWeb.Cloud-Platform.png 1280w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2025\/03\/Explore-Automatic-Vertical-Scaling-With-AccuWeb.Cloud-Platform-300x169.png 300w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2025\/03\/Explore-Automatic-Vertical-Scaling-With-AccuWeb.Cloud-Platform-1024x576.png 1024w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2025\/03\/Explore-Automatic-Vertical-Scaling-With-AccuWeb.Cloud-Platform-768x432.png 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/a><\/p>\n<div class=\"tips_box-cloud gradient-cloud\">\n<h3 class=\"cb-h3\">TL;DR<\/h3>\n<ul class=\"cb-ul\">\n<li>Automatic vertical scaling adjusts RAM and CPU instantly based on live app workload.<\/li>\n<li>You only set the max limits; the platform allocates resources without manual tuning.<\/li>\n<li>Reserved cloudlets = predictable baseline cost, dynamic cloudlets = pay only when used.<\/li>\n<li>Scaling applies to all nodes: app servers, DBs, VPS, containers, cache, and load balancers.<\/li>\n<li>Eliminates over-provisioning, downtime for upgrades, and repetitive infrastructure changes.<\/li>\n<li>Ideal for traffic spikes, seasonal load, and budget-controlled growth without vendor lock-in.<\/li>\n<\/ul>\n<\/div>\n<p>The platform is unique among Cloud PaaS providers because it can automatically scale any application vertically and horizontally, providing unparalleled flexibility for hosting your <a class=\"ac-link-text\" href=\"https:\/\/accuweb.cloud\/applications\" target=\"_blank\" rel=\"noopener\">applications.<\/a><\/p>\n<p>The platform achieves automatic vertical scaling by dynamically adjusting the allocation of server resources (RAM and CPU) in response to the application&#8217;s real-time requirements and without manual intervention.<\/p>\n<p>This feature ensures that you never pay for resources you don&#8217;t use and saves you time by eliminating the need for load-related adjustments or architectural changes.<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-1.png\"><img decoding=\"async\" class=\"acc-blog-image aligncenter wp-image-31236 size-full\" title=\"Pay-as-you-go model comparison\" src=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-1.png\" alt=\"Pay-as-you-go model comparison\" width=\"880\" height=\"227\" srcset=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-1.png 880w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-1-300x77.png 300w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-1-768x198.png 768w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-1-600x155.png 600w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/><\/a><\/p>\n<p>You just set the maximum limit you&#8217;re willing to use, and the platform automatically determines the right amount of resources your app needs, all while monitoring incoming traffic in real-time.<\/p>\n<div class=\"main-tooltip-only-btn\">\n<p><a class=\"tooltip-link\" href=\"https:\/\/accuweb.cloud\/pricing\" target=\"_blank\" rel=\"noopener\"><button class=\"tooltip-btn\">Check Our Pricing<\/button><\/a><\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<h2 id=\"How-It-WorksAdjusting Resource Limits\" class=\"ac-h2\">How It Works<\/h2>\n<p>The fundamental concept behind automatic scaling is relatively straightforward: when an application&#8217;s workload increases, the platform provides it with extra resources, and when the workload decreases, the platform automatically reduces the allocated resources.<\/p>\n<p>In this process, resources are allocated instantly without any delays or adverse effects on your application.<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-2.png\"><img decoding=\"async\" class=\"acc-blog-image aligncenter wp-image-31238 size-full\" title=\"AccuWeb.Cloud platform \" src=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-2.png\" alt=\"AccuWeb.Cloud platform and how it's works\" width=\"1279\" height=\"630\" srcset=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-2.png 1279w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-2-300x148.png 300w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-2-1024x504.png 1024w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-2-768x378.png 768w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-2-600x296.png 600w\" sizes=\"(max-width: 1279px) 100vw, 1279px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/environment-statistic-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"acc-blog-image aligncenter wp-image-36556 size-full\" title=\"Environment Statistics \" src=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/environment-statistic-1.png\" alt=\"Environment Statistics \" width=\"663\" height=\"334\" srcset=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/environment-statistic-1.png 663w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/environment-statistic-1-300x151.png 300w\" sizes=\"(max-width: 663px) 100vw, 663px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/01-Environment-statistic-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"acc-blog-image aligncenter wp-image-36557 size-full\" title=\"Environment Statistics 2\" src=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/01-Environment-statistic-1.png\" alt=\"Environment Statistics 2\" width=\"657\" height=\"334\" srcset=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/01-Environment-statistic-1.png 657w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/01-Environment-statistic-1-300x153.png 300w\" sizes=\"(max-width: 657px) 100vw, 657px\" \/><\/a><\/p>\n<div class=\"accu-blog-space\"><\/div>\n<div style=\"display: flex; justify-content: center;\">\n<div class=\"save-card1\">\n<p><a class=\"save-btn1\" href=\"https:\/\/accuweb.cloud\/register\">Register Here \u2192<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"accu-blog-space\"><\/div>\n<p><a href=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/02-Environment-statistic-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"acc-blog-image aligncenter wp-image-36558 size-full\" title=\"Environment Statistics 3\" src=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/02-Environment-statistic-1.png\" alt=\"Environment Statistics 3\" width=\"664\" height=\"340\" srcset=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/02-Environment-statistic-1.png 664w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/02-Environment-statistic-1-300x154.png 300w\" sizes=\"(max-width: 664px) 100vw, 664px\" \/><\/a><\/p>\n<div class=\"accu-blog-space\"><\/div>\n<div class=\"ack-formula\"><strong>Tip<\/strong>: The vertical scaling feature applies to all instances within the environment (i.e., application servers, databases, load balancers, Docker containers, <a class=\"ac-link-text\" href=\"https:\/\/accuweb.cloud\/compute\/cloud-vps\" target=\"_blank\" rel=\"noopener\">Elastic VPS<\/a>, cache instances, and build nodes).<\/div>\n<div class=\"accu-blog-space\"><\/div>\n<p>As demonstrated in the pictures above, the platform measures resources using special units called &#8220;cloudlets&#8221;, which offer a higher level of granularity during scaling. A cloudlet is approximately equivalent to 128 MiB of RAM and a 200 MHz CPU core.<\/p>\n<p>Two types of cloudlets are available: reserved and dynamic.<\/p>\n<p><strong>Reserved<\/strong> cloudlets are employed to specify the quantity of resources you predict your application will undoubtedly use, and you are billed for them regardless of the actual consumption. However, they are priced lower compared to dynamic cloudlets.<\/p>\n<p><strong>Dynamic<\/strong> cloudlets determine the resources your application can access as needed. You are only charged for them when they are used.<\/p>\n<p>Automatic vertical scaling adjusts within the specified dynamic cloudlets range. You can set your scalability limits through the appropriate settings to cap your budget, preventing unexpected or high bills.<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"acc-blog-image aligncenter wp-image-31243 size-full\" title=\"Reserved and Dynamic Resources \" src=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-6.png\" alt=\"Reserved and Dynamic Resources \" width=\"797\" height=\"403\" srcset=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-6.png 797w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-6-300x152.png 300w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-6-768x388.png 768w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/word-image-31233-6-600x303.png 600w\" sizes=\"(max-width: 797px) 100vw, 797px\" \/><\/a><\/p>\n<p>You can use both cloudlets in various combinations and select the pricing model that best fits your needs.<\/p>\n<div class=\"main-tooltip-only-btn\">\n<p><a class=\"tooltip-link\" href=\"https:\/\/accuweb.cloud\/compute\/cloud-vps\" target=\"_blank\" rel=\"noopener\"><button class=\"tooltip-btn\">Best Cloud VPS Hosting<\/button><\/a><\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<h2 id=\"Adjusting-Resource\" class=\"ac-h2\">Adjusting Resource Limits<\/h2>\n<p>When you create a new environment, it&#8217;s given a specific number of cloudlets. How many resources it uses depends on the types and quantity of your software stacks. When you add a heap to the environment, it automatically gets the number of cloudlets it needs to work correctly.<\/p>\n<p>Suppose you want to modify these settings and adjust the scale of your environment.<\/p>\n<p>In that case, you can manually increase or decrease the maximum available resources (cloudlets) through the Environment topology wizard. To do this, use the cloudlet sliders in the Vertical Scaling section of the wizard&#8217;s central pane.<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/03-Adjust-Reource-Limits-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"acc-blog-image aligncenter wp-image-36567 size-full\" title=\"Adjusting Resource Limits\" src=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/03-Adjust-Reource-Limits-1.png\" alt=\"Adjusting Resource Limits\" width=\"657\" height=\"409\" srcset=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/03-Adjust-Reource-Limits-1.png 657w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/03-Adjust-Reource-Limits-1-300x187.png 300w\" sizes=\"(max-width: 657px) 100vw, 657px\" \/><\/a><\/p>\n<div class=\"accu-blog-space\"><\/div>\n<div class=\"ack-formula\"><strong>Note:<\/strong> If you modify the scaling limit (i.e., the number of dynamic cloudlets) for an existing application server, <a class=\"ac-link-text\" href=\"https:\/\/accuweb.cloud\/database\" target=\"_blank\" rel=\"noopener\">database<\/a>, or cache node, that specific layer will undergo a restart.<\/div>\n<div class=\"accu-blog-space\"><\/div>\n<p>You will receive a warning within the topology wizard to indicate this.<\/p>\n<p><a href=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/Node-restart-information-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"acc-blog-image aligncenter wp-image-36568 size-full\" title=\"Node restart information\" src=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/Node-restart-information-1.png\" alt=\"Node restart information\" width=\"663\" height=\"351\" srcset=\"https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/Node-restart-information-1.png 663w, https:\/\/accuweb.cloud\/blog\/wp-content\/uploads\/2023\/10\/Node-restart-information-1-300x159.png 300w\" sizes=\"(max-width: 663px) 100vw, 663px\" \/><\/a><\/p>\n<p>You can utilize the automatically collected statistics to assess your resource consumption over the past month and adjust resource allocation accordingly.<\/p>\n<p>If your application gains significant popularity and a single server&#8217;s capacity falls short, you can scale it horizontally by either manually increasing the number of nodes or configuring a set of triggers for the automatic horizontal scaling of your <a class=\"ac-link-text\" href=\"https:\/\/accuweb.cloud\/applications\" target=\"_blank\" rel=\"noopener\">application<\/a> server.<\/p>\n<div class=\"accu-blog-space\"><\/div>\n<div style=\"display: flex; justify-content: center;\">\n<div class=\"save-card1\">\n<p><a class=\"save-btn1\" href=\"https:\/\/accuweb.cloud\/register\">Start Registration \u2192<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"accu-blog-space\"><\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Explore Automatic Vertical Scaling With AccuWeb.Cloud Platform TL;DR Automatic vertical scaling adjusts RAM and CPU instantly based on live app workload. You only set the max limits; the platform allocates resources without manual tuning. Reserved cloudlets = predictable baseline cost, dynamic cloudlets = pay only when used. Scaling applies to all nodes: app servers, DBs, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":42022,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"no","_lmt_disable":"no","footnotes":""},"categories":[170],"tags":[210,208,209],"class_list":["post-31233","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-platform-outline","tag-accuweb-cloud-scaling","tag-automatic-vertical-scaling","tag-vertical-scaling"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.10 (Yoast SEO v26.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Automatic Vertical Scaling for Cost-Efficient Cloud Apps<\/title>\n<meta name=\"description\" content=\"Discover how automatic vertical scaling allocates RAM\/CPU in real time, cuts costs, and prevents over-provisioning with AccuWeb.Cloud\u2019s cloudlet model.\" \/>\n<meta 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