{"id":2439,"date":"2023-11-13T11:39:00","date_gmt":"2023-11-13T11:39:00","guid":{"rendered":"https:\/\/www.apiculus.com\/blog\/?p=2439"},"modified":"2024-08-07T12:04:07","modified_gmt":"2024-08-07T12:04:07","slug":"extending-cloudstack-to-deliver-a-multi-availability-zone-public-cloud","status":"publish","type":"post","link":"https:\/\/www.apiculus.com\/blog\/extending-cloudstack-to-deliver-a-multi-availability-zone-public-cloud\/","title":{"rendered":"Extending CloudStack To Deliver a Multi-Availability Zone Public Cloud"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 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 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.apiculus.com\/blog\/extending-cloudstack-to-deliver-a-multi-availability-zone-public-cloud\/#Why_Does_a_Small_Cloud_Provider_Need_Availability_Zones\" title=\"Why Does a Small Cloud Provider Need Availability Zones?\">Why Does a Small Cloud Provider Need Availability Zones?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.apiculus.com\/blog\/extending-cloudstack-to-deliver-a-multi-availability-zone-public-cloud\/#Challenges_Arising_for_Small_Cloud_Providers\" title=\"Challenges Arising for Small Cloud Providers\">Challenges Arising for Small Cloud Providers<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.apiculus.com\/blog\/extending-cloudstack-to-deliver-a-multi-availability-zone-public-cloud\/#Enter_Apiculuscloud\" title=\"Enter: Apiculus.cloud\">Enter: Apiculus.cloud<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.apiculus.com\/blog\/extending-cloudstack-to-deliver-a-multi-availability-zone-public-cloud\/#Case_Study_Yotta\" title=\"Case Study: Yotta\">Case Study: Yotta<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.apiculus.com\/blog\/extending-cloudstack-to-deliver-a-multi-availability-zone-public-cloud\/#Summing_it_Up\" title=\"Summing it Up\">Summing it Up<\/a><\/li><\/ul><\/nav><\/div>\n\n<p class=\"wp-block-paragraph\">In the fast-paced world of cloud computing, availability zones (AZs) play a pivotal role in ensuring the resilience and reliability of cloud services. They are geographically isolated data centres within a cloud region, designed to provide redundancy and fault tolerance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As the demand for cloud services continues to grow, major cloud providers like Google Cloud, AWS, and Azure have been expanding their global footprint, boasting an impressive number of availability zones worldwide \u2013 Google Cloud with 106 zones, AWS with 86 and Azure with 113, and counting at the time of this post.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"972\" height=\"650\" src=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/multi-availability-zone-public-cloud.png\" alt=\"multi-availability-zone-public-cloud\" class=\"wp-image-2444\" srcset=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/multi-availability-zone-public-cloud.png 972w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/multi-availability-zone-public-cloud-300x201.png 300w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/multi-availability-zone-public-cloud-150x100.png 150w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/multi-availability-zone-public-cloud-768x514.png 768w\" sizes=\"auto, (max-width: 972px) 100vw, 972px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">However, the scenario changes drastically when it comes to small cloud providers, such as ISPs, small DC operators, and hosting providers. They face unique challenges in offering multi availability zone setups, which can significantly impact their ability to compete with larger players in the market.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Why_Does_a_Small_Cloud_Provider_Need_Availability_Zones\"><\/span><strong>Why Does a Small Cloud Provider Need Availability Zones?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s easy to misinterpret the word \u2018small\u2019 and assume that small cloud providers (local, regional, national) will provide their services from a single availability zone alone. However, it is important to note that these providers are \u2018small\u2019 only in comparison to the HyperScalers and can enjoy a more concentrated customer footprint in their serviceable region(s). So the reality is quite the contrary as it is these providers who have many more reasons that justify a setup that spans across multiple availability zones.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Also read &#8211; <a href=\"https:\/\/www.apiculus.com\/blog\/vmware-exodus-5-reasons-why-apache-cloudstack-is-the-superior-cloud-management-choice\/\" target=\"_blank\" rel=\"noopener\" title=\"\">VMware Exodus: 5 Reasons Why Apache CloudStack is the Superior Cloud Management Choice<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>For example:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A regional cloud provider might be offering a public cloud each from 2 co-located data centre regions (DC1 &amp; DC4);<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"386\" src=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/co-located-data-centre-regions-1024x386.png\" alt=\"\" class=\"wp-image-2443\" srcset=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/co-located-data-centre-regions-1024x386.png 1024w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/co-located-data-centre-regions-300x113.png 300w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/co-located-data-centre-regions-150x57.png 150w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/co-located-data-centre-regions-768x289.png 768w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/co-located-data-centre-regions-1536x579.png 1536w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/co-located-data-centre-regions-2048x772.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>One or all data centre regions (DC1-Z3) might also contain a zone or a cluster that is dedicated to a segment of customers, e.g., SAP-ready zone for financial enterprises, a zone exclusively dedicated to a distributor etc.;<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"386\" src=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-centre-regions-1024x386.png\" alt=\"\" class=\"wp-image-2442\" srcset=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-centre-regions-1024x386.png 1024w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-centre-regions-300x113.png 300w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-centre-regions-150x57.png 150w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-centre-regions-768x289.png 768w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-centre-regions-1536x579.png 1536w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-centre-regions-2048x772.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A \u2018mixed\u2019 cloud service that is part public and part dedicated or private (DC2);<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"386\" src=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/mixed-cloud-services-1024x386.png\" alt=\"\" class=\"wp-image-2441\" srcset=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/mixed-cloud-services-1024x386.png 1024w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/mixed-cloud-services-300x113.png 300w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/mixed-cloud-services-150x57.png 150w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/mixed-cloud-services-768x289.png 768w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/mixed-cloud-services-1536x579.png 1536w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/mixed-cloud-services-2048x772.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A wholly dedicated cloud being offered using the same underlying infrastructure for local compliances and government business (DC2-Z3), but with its own independent branding and front fascia.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"386\" src=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-center-1024x386.png\" alt=\"\" class=\"wp-image-2440\" srcset=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-center-1024x386.png 1024w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-center-300x113.png 300w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-center-150x57.png 150w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-center-768x289.png 768w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-center-1536x579.png 1536w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/data-center-2048x772.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">To simplify and summarise, for smaller cloud providers, the need to expand on their availability footprint is determined not by scale of operations or revenue, but by business requirements around continuity, compliances and brand-led differentiations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Challenges_Arising_for_Small_Cloud_Providers\"><\/span><strong>Challenges Arising for Small Cloud Providers<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">We use <a href=\"https:\/\/www.apiculus.com\/managed-cloudstack.php\" target=\"_blank\" rel=\"noopener\" title=\"\">Apache CloudStack<\/a> for workload orchestration. The diagram below, however, is valid for any other orchestrator used for this purpose, as orchestrators, typically, don\u2019t support multiple geographical regions per instance or deployment. Our cloud delivery stack also uses single or multiple CloudStack instances depending on the AZ setup.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"444\" src=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/small-cloud-providers-1024x444.png\" alt=\"\" class=\"wp-image-2447\" srcset=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/small-cloud-providers-1024x444.png 1024w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/small-cloud-providers-300x130.png 300w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/small-cloud-providers-150x65.png 150w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/small-cloud-providers-768x333.png 768w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/small-cloud-providers-1536x666.png 1536w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/small-cloud-providers-2048x889.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Since all orchestrators were primarily designed to serve an enterprise or a single-tenant use case, a multi-availability zone setup for any <a href=\"https:\/\/www.apiculus.com\/solution-for-service-providers.php\" target=\"_blank\" rel=\"noopener\" title=\"\">cloud provider<\/a> brings about challenges to achieving:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.apiculus.com\/managed-cloudstack.php\" target=\"_blank\" rel=\"noopener\" title=\"\">Billing<\/a> across all cloud regions, availability zones and offerings;<\/li>\n\n\n\n<li>Multi-brand deliveries including own brands and partner brands;<\/li>\n\n\n\n<li>Customising catalogue availabilities and rules;<\/li>\n\n\n\n<li>Modern public cloud-like user experience.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Enter_Apiculuscloud\"><\/span><strong>Enter: Apiculus.cloud<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This is where <strong><a href=\"https:\/\/www.apiculus.com\" target=\"_blank\" rel=\"noopener\" title=\"\">Apiculus<\/a><\/strong> comes in, as it simply sits atop the CloudStack system and extends its technical and orchestration capabilities to a powerful business administration and management suite.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Also read &#8211; <a href=\"https:\/\/www.apiculus.com\/blog\/scaling-new-heights-exploring-the-latest-advancements-in-apache-cloudstack\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Scaling New Heights: Exploring the Latest Advancements in Apache CloudStack<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Using Apiculus, cloud providers can set up a multi-availability zone service and offer single-site, multi-site, compliance and other co-branded services using the same infrastructure topology.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And in the process, enjoy the added benefit of making their service footprint appear \u2018larger\u2019.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"435\" src=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/apiculus-cloud-1024x435.png\" alt=\"\" class=\"wp-image-2449\" srcset=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/apiculus-cloud-1024x435.png 1024w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/apiculus-cloud-300x127.png 300w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/apiculus-cloud-150x64.png 150w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/apiculus-cloud-768x326.png 768w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/apiculus-cloud-1536x652.png 1536w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/apiculus-cloud-2048x870.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Case_Study_Yotta\"><\/span><strong>Case Study: Yotta<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">We implemented such a multi-availability zone structure for Yotta, one of India\u2019s largest data centre provider. The multi-availability zone structure stemmed from Yotta\u2019s requirement to host their own multi-region cloud service, set up a compliance cloud, and also offer <strong><a href=\"https:\/\/www.apiculus.com\" target=\"_blank\" rel=\"noopener\" title=\"\">cloud-as-a-service<\/a><\/strong> to one of their customers &#8211; all from their three data centre regions.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"453\" src=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/yotta-case-study-1024x453.png\" alt=\"\" class=\"wp-image-2448\" srcset=\"https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/yotta-case-study-1024x453.png 1024w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/yotta-case-study-300x133.png 300w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/yotta-case-study-150x66.png 150w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/yotta-case-study-768x339.png 768w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/yotta-case-study-1536x679.png 1536w, https:\/\/www.apiculus.com\/blog\/wp-content\/uploads\/2023\/11\/yotta-case-study-2048x905.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Using CloudStack, Yotta set up the infrastructure management plane in various flavours; and using Apiculus, they were able to set up the front fascia for each of their customer use cases.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Summing_it_Up\"><\/span><strong>Summing it Up<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For small cloud providers, implementing cloud with multi-availability zones can be a strategic boost in terms of delivery, branding and GTM.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Also read &#8211; <a href=\"https:\/\/www.apiculus.com\/blog\/cloudstack-vs-openstack-a-showdown-for-simplicity-and-speed\/\" target=\"_blank\" rel=\"noopener\" title=\"\">CloudStack vs. OpenStack: A Showdown for Simplicity and Speed<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With enhanced reliability, improved fault tolerance, and built-in disaster recovery capabilities, multi-availability zone clouds empower cloud providers to deliver top-tier services and support their customers&#8217; growing needs while addressing their own unique use cases around structuring their cloud services.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As the cloud computing landscape continues to evolve, small <a href=\"https:\/\/roket.cloud\/\" target=\"_blank\" rel=\"noopener\" title=\"\">cloud providers<\/a> must seize the opportunity to embrace multi-availability zone architectures and create a lasting competitive advantage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In the fast-paced world of cloud computing, availability zones (AZs) play a pivotal role in ensuring the resilience and reliability of cloud services. They are geographically isolated data [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":2446,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8,9,27],"tags":[285,81,284,47,286,82,339,83],"class_list":["post-2439","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-apache-cloudstack","category-cloud-management","category-multicloud","tag-cloud-availability-zones","tag-cloudstack","tag-extending-cloudstack-to-deliver-a-multi-availability-zone-public-cloud","tag-multi-cloud-management","tag-multi-regional-support-in-cloud-computing","tag-multi-availability-zone-public-cloud","tag-multi-cloud-strategy","tag-multi-region-cloud"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/posts\/2439","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/comments?post=2439"}],"version-history":[{"count":5,"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/posts\/2439\/revisions"}],"predecessor-version":[{"id":2760,"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/posts\/2439\/revisions\/2760"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/media\/2446"}],"wp:attachment":[{"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/media?parent=2439"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/categories?post=2439"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.apiculus.com\/blog\/wp-json\/wp\/v2\/tags?post=2439"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}