{"id":3825,"date":"2021-03-26T10:13:05","date_gmt":"2021-03-26T10:13:05","guid":{"rendered":"http:\/\/blog.esds.co.in\/?p=3825"},"modified":"2021-08-18T11:25:42","modified_gmt":"2021-08-18T11:25:42","slug":"what-is-the-difference-between-horizontal-vertical-scaling","status":"publish","type":"post","link":"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/","title":{"rendered":"What is the Difference Between Horizontal &#038; Vertical Scaling?"},"content":{"rendered":"\n<p style=\"text-align: justify;\">The dawn of Digital Transformation has marked the acceptance of Cloud technology across the globe. Fuelling progressive application development, the Cloud has turned out to be the stepping-stone for the agile business world. <\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/#What_is_the_Scalability_of_a_Cloud_Infrastructure\" >What is the Scalability of a Cloud Infrastructure?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/#What_are_the_Benefits_of_Cloud_Scaling\" >What are the Benefits of Cloud Scaling?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/#Auto-Scaling_Architecture\" >Auto-Scaling Architecture<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/#Vertical_Scaling\" >Vertical Scaling<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/#Benefits_of_Vertical_Scaling\" >Benefits of Vertical Scaling<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/#Horizontal_Scaling\" >Horizontal Scaling<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/#Benefits_of_Horizontal_Scaling\" >Benefits of Horizontal Scaling<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/#Difference_between_Horizontal_and_Vertical_Scaling\" >Difference between Horizontal and Vertical Scaling<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/#Wrap_Up\" >Wrap Up<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1800\" height=\"942\" src=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/04\/Vertical-Scaling-Blog-Banner-4.jpg\" alt=\"What is the Difference Between Horizontal &amp; Vertical Scaling?\" class=\"wp-image-12000\" srcset=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/04\/Vertical-Scaling-Blog-Banner-4.jpg 1800w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/04\/Vertical-Scaling-Blog-Banner-4-300x157.jpg 300w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/04\/Vertical-Scaling-Blog-Banner-4-1024x536.jpg 1024w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/04\/Vertical-Scaling-Blog-Banner-4-150x79.jpg 150w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/04\/Vertical-Scaling-Blog-Banner-4-1536x804.jpg 1536w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/04\/Vertical-Scaling-Blog-Banner-4-660x345.jpg 660w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/04\/Vertical-Scaling-Blog-Banner-4-380x200.jpg 380w\" sizes=\"auto, (max-width: 1800px) 100vw, 1800px\" \/><\/figure><\/div>\n\n\n\n<p style=\"text-align: justify;\">The Cloud-based architecture delivers flexible and on-demand access to the resources, nurturing the latest digital business offerings. To support the dynamically changing business priorities, the Cloud infrastructure ensures easy Scaling of IT resources. The Scalability of Cloud infrastructure is an essential feature for optimizing business operations.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"563\" src=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/ScalingupvsScalingout.gif\" alt=\"Horizontal &amp; Vertical Scaling\" class=\"wp-image-11991\"\/><\/figure><\/div>\n\n\n\n<h3 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_the_Scalability_of_a_Cloud_Infrastructure\"><\/span><strong>What is the Scalability of a Cloud Infrastructure?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p style=\"text-align: justify;\">The system&#8217;s capacity to expand from its existing configuration to handle the rising workload is termed Scalability. Businesses can scale the Cloud infrastructure by adding extra hardware or upgrading the current hardware. Scalability is the hallmark of <strong><a href=\"https:\/\/www.esds.co.in\/\" target=\"_blank\" rel=\"noreferrer noopener\">Cloud technology<\/a><\/strong>, ensuring effective utilization of resources enabling seamless functioning of business operations.<\/p>\n\n\n\n<p style=\"text-align: justify;\">Virtualization facilitates flexible Scaling of Cloud architecture. Virtual machines can be easily scaled up and down, unlike physical machines.<\/p>\n\n\n\n<h2 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_are_the_Benefits_of_Cloud_Scaling\"><\/span><strong>What are the Benefits of Cloud Scaling?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Fast and Easy<\/strong><\/li><\/ul>\n\n\n\n<p style=\"text-align: justify;\">Cloud Scaling architecture enables instructing additional VMs to manage the increasing workloads with just a few clicks. It eliminates the delay caused due to rising workloads.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Cost efficiency<\/strong><\/li><\/ul>\n\n\n\n<p style=\"text-align: justify;\">Scaling horizontally or vertically is highly cost-efficient compared to an infrastructure where resources are idle most of the time.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Optimized Performance<\/strong><\/li><\/ul>\n\n\n\n<p style=\"text-align: justify;\">A scalable Cloud architecture efficiently manages a drastic rise and fall in traffic, thus optimizing the performance. It ensures the effective utilization of resources, thus eliminating idle resources or insufficient resource circumstances.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Capacity<\/strong><\/li><\/ul>\n\n\n\n<p style=\"text-align: justify;\">The scalable architecture of the Cloud expands its capacity to manage the growing business requirements.<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube aligncenter wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Multi-Dimensional Autoscaling- ESDS&#039; eNlight Cloud Platform\" width=\"960\" height=\"540\" src=\"https:\/\/www.youtube.com\/embed\/AmyUe-B5qm4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"Auto-Scaling_Architecture\"><\/span><strong>Auto-Scaling Architecture<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p style=\"text-align: justify;\">The Auto-Scaling architecture of the Cloud computing model aims to optimize resources utilized by Cloud applications and minimize human intervention. The architecture reduces errors due to manual interruption thus, saving time and money.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"519\" height=\"338\" src=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-1.png\" alt=\"Auto-Scaling Architecture\" class=\"wp-image-11992\" srcset=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-1.png 519w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-1-300x195.png 300w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-1-150x98.png 150w\" sizes=\"auto, (max-width: 519px) 100vw, 519px\" \/><\/figure><\/div>\n\n\n\n<h2 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"Vertical_Scaling\"><\/span><strong>Vertical Scaling<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p style=\"text-align: justify;\">Vertical Scaling is termed the Scale-up approach. In technical words, vertical Scaling is defined as increasing a single machine&#8217;s capacity with the rising resources in the same logical server or unit. Vertical Scaling involves adding resources like processing power, storage, and memory to the existing hardware or software, enhancing the system&#8217;s capacity.<\/p>\n\n\n\n<p style=\"text-align: justify;\">Let&#8217;s consider a business website; with the rising business graph, there are more hits on the website. The server performance starts degrading with an increase in hits. The load is managed by Scaling the resources like CPUs (Processors), RAM, disk capacity etc.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"536\" height=\"296\" src=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-2.png\" alt=\"Vertical Scaling\" class=\"wp-image-11993\" srcset=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-2.png 536w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-2-300x166.png 300w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-2-150x83.png 150w\" sizes=\"auto, (max-width: 536px) 100vw, 536px\" \/><\/figure><\/div>\n\n\n\n<p style=\"text-align: justify;\">Vertical Scaling ensures boosting the power of an individual server. Computing enables adding and subtracting of resources like memory and storage, etc.<\/p>\n\n\n\n<h2 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"Benefits_of_Vertical_Scaling\"><\/span><strong>Benefits of Vertical Scaling<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>1. Flexible Scaling of resources<\/strong><\/p>\n\n\n\n<p><strong>2. Consumes less power<\/strong><\/p>\n\n\n\n<p><strong>3. Lower cooling cost<\/strong><\/p>\n\n\n\n<p><strong>4. Software cost-effective<\/strong><\/p>\n\n\n\n<p><strong>5. Reduced administrative efforts to manage a single system<\/strong><\/p>\n\n\n\n<h2 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"Horizontal_Scaling\"><\/span><strong>Horizontal Scaling<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p style=\"text-align: justify;\">Horizontal Scaling is an approach to enhance the performance of the server node by adding new instances of the server to the existing servers to distribute the workload equally. The strategy involves decreasing the server&#8217;s load rather than expanding the capacity of the individual server. The Horizontal Scaling strategy is also termed Scaling out. Load balancing, clustering, and distributed file system are crucial strategies for Horizontal Scaling. Horizontal Scaling caters to portioning of the data where each node contains a single part of the data.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"321\" src=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-3.png\" alt=\"Horizontal Scaling\" class=\"wp-image-11994\" srcset=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-3.png 602w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-3-300x160.png 300w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/03\/image-3-150x80.png 150w\" sizes=\"auto, (max-width: 602px) 100vw, 602px\" \/><\/figure><\/div>\n\n\n\n<p style=\"text-align: justify;\">Businesses choose horizontal Scaling to enhance the I\/O concurrency, reduce the load on existing nodes and expand disk capacity. The servers&#8217; ability to interchangeably manage a single session or millions of single sessions is the epitome of Horizontal Scaling.<\/p>\n\n\n\n<h2 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"Benefits_of_Horizontal_Scaling\"><\/span><strong>Benefits of Horizontal Scaling<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>1. Flexible Scaling tools<\/strong><\/p>\n\n\n\n<p><strong>2. Easy fault-tolerance<\/strong><\/p>\n\n\n\n<p><strong>3. Enhanced resilience due to discrete, multiple systems&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>4. Easy to upgrade<\/strong><\/p>\n\n\n\n<p><strong>5. Limitless Scaling with endless additions of server instances<\/strong><\/p>\n\n\n\n<p><strong>6. Cost-effective implementation<\/strong><\/p>\n\n\n\n<h2 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"Difference_between_Horizontal_and_Vertical_Scaling\"><\/span><strong>Difference between Horizontal and Vertical Scaling<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>Horizontal Scaling<\/strong><strong><\/strong><\/td><td><strong>Vertical Scaling<\/strong><\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Horizontal Scaling is defined as the ability to extend capacity by interfacing different hardware or software entities<\/td><td>Vertical Scaling is defined as the ability to increase an existing system&#8217;s capacity by adding resources<strong><\/strong><\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">It is based on partitioning&nbsp; where each node contains a single part of data<\/td><td>The data is present on a single node and is scaled through multicore<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">It is referred to as Scale-out<\/td><td>It is referred to as Scale-up<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">The licensing fee is costly&nbsp;<\/td><td>The licensing is cost-effective&nbsp;&nbsp;<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">It requires a load balancer to distribute load among the servers within&nbsp; a system<\/td><td>Scaling the server capacity enhances the load capacity of the server&nbsp;&nbsp;<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">It implies boosting the power of individual server with the existing server<\/td><td>It implies boosting the power of the individual server<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"Wrap_Up\"><\/span><strong>Wrap Up<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p style=\"text-align: justify;\">A Cloud-computing model&#8217;s Scalability is defined as the ability to seamlessly and instantly increase or decrease an IT solution&#8217;s size or capacity. There are two types of scalabilities in the Cloud architecture, i.e., Vertical Scaling and Horizontal Scaling. A server&#8217;s ability to enhance its capacity to handle the increasing workload is termed Vertical Scaling. A system&#8217;s ability to add new instances to manage the distributed workload is Horizontal Scaling.<\/p>\n\n\n\n<p style=\"text-align: justify;\">The Cloud service providers like ESDS &#8211; The Digital Transformation catalyst offer auto Scaling Cloud architecture to optimize resources&#8217; performance.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1257\" height=\"598\" src=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/02\/ESDS-1.jpg\" alt=\"\" class=\"wp-image-11843\" srcset=\"https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/02\/ESDS-1.jpg 1257w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/02\/ESDS-1-300x143.jpg 300w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/02\/ESDS-1-1024x487.jpg 1024w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/02\/ESDS-1-150x71.jpg 150w, https:\/\/www.esds.co.in\/blog\/wp-content\/uploads\/2021\/02\/ESDS-1-660x314.jpg 660w\" sizes=\"auto, (max-width: 1257px) 100vw, 1257px\" \/><\/figure><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The dawn of Digital Transformation has marked the acceptance of Cloud technology across the globe. Fuelling progressive application development, the Cloud has turned out to be the stepping-stone for the agile business world. The Cloud-based architecture delivers flexible and on-demand access to the resources, nurturing the latest digital business offerings. To support the dynamically changing&#8230; <\/p>\n<div class=\"clear\"><\/div>\n<p><a href=\"https:\/\/www.esds.co.in\/blog\/what-is-the-difference-between-horizontal-vertical-scaling\/\" class=\"gdlr-button small excerpt-read-more\">Read More<\/a><\/p>\n","protected":false},"author":38,"featured_media":12621,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[15],"tags":[2640,2641,1211,1212],"class_list":["post-3825","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cloud-computing","tag-auto-scalable","tag-difference-between-horizontal-vertical-scaling","tag-horizontal-scaling","tag-vertical-scaling"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/posts\/3825","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/comments?post=3825"}],"version-history":[{"count":10,"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/posts\/3825\/revisions"}],"predecessor-version":[{"id":12627,"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/posts\/3825\/revisions\/12627"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/media\/12621"}],"wp:attachment":[{"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/media?parent=3825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/categories?post=3825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.esds.co.in\/blog\/wp-json\/wp\/v2\/tags?post=3825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}