{"id":82538,"date":"2025-10-16T16:39:12","date_gmt":"2025-10-16T16:39:12","guid":{"rendered":"https:\/\/www.newsbeep.com\/nz\/82538\/"},"modified":"2025-10-16T16:39:12","modified_gmt":"2025-10-16T16:39:12","slug":"ai-optimised-iaas-is-set-to-boost-ai-infrastructure","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/nz\/82538\/","title":{"rendered":"AI-optimised IaaS is set to boost AI infrastructure"},"content":{"rendered":"<p>Analysts at Gartner predict that AI-optimised infrastructure as a service (IaaS) will be the next disruptive growth engine for AI infrastructure. As a result, end-user spending is projected to grow 146% by the end of 2025.<\/p>\n<p>The AI-optimised IaaS market includes spending on high-performance computing (HPC) resources \u2013 such as graphics processing units (GPUs), application-specific integrated circuits (ASICs), and other AI accelerators \u2013 designed for large-scale AI processing.<\/p>\n<p>\u201cTraditional IaaS is maturing, however, AI-optimised IaaS spending growth projections are higher than that of traditional IaaS over the next five years,\u201d said Hardeep Singh, Principal Analyst at Gartner.<\/p>\n<p><a href=\"https:\/\/digit-expo.com\/\" target=\"_blank\" title=\"DIGIT Expo 2025 | Edinburgh\" rel=\"noopener noreferrer nofollow\"><img class=\"lazyload\" decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/nz\/wp-content\/uploads\/2025\/10\/1760632752_199_4.jpg\" alt=\"DIGIT Expo 2025 | Edinburgh\"\/><\/a><\/p>\n<p>\u201cAs organisations expand their use of AI and GenAI, they will need specialized infrastructure such as GPUs, tensor processing units (TPUs) or other AI ASICs, high-speed networking and optimised storage for fast parallel processing and data movement. As such, traditional central processing unit (CPU)-based IaaS will face significant challenges in meeting these demands.\u201d<\/p>\n<p>Gartner estimates worldwide end-user spending on AI-optimised IaaS will total $18.3 billion by the end of 2025 and $37.5bn in 2026.<\/p>\n<p>As AI adoption scales across industries, inferencing workloads will become a dominant force driving demand for AI-optimised IaaS.<\/p>\n<p>Recommended reading<\/p>\n<p>Gartner projects end-user spending on inferencing to take over that of training-intensive workloads in 2026. Spending on inference-focused applications is expected to reach $20.6 billion, up from $9.2 billion in 2025.<\/p>\n<p>In 2026, 55% of AI-optimised IaaS spending will support inference workloads and it is projected to reach more than 65% in 2029.<\/p>\n<p>\u201cUnlike training which involves intensive, large-scale compute cycles that occur during model development and ongoing updates, inference happens continuously \u2014 powering real-time applications such as chatbots, recommendation engines, fraud detection systems and industry-specific applications,\u201d said Singh.<\/p>\n<p>\n\tRelated<\/p>\n","protected":false},"excerpt":{"rendered":"Analysts at Gartner predict that AI-optimised infrastructure as a service (IaaS) will be the next disruptive growth engine&hellip;\n","protected":false},"author":2,"featured_media":82539,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[63381,5306,63382,371,111,139,69,145],"class_list":{"0":"post-82538","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-computing","8":"tag-ai-iaas","9":"tag-ai-infrastructure","10":"tag-ai-optimised-iaas","11":"tag-computing","12":"tag-new-zealand","13":"tag-newzealand","14":"tag-nz","15":"tag-technology"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/posts\/82538","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/comments?post=82538"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/posts\/82538\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/media\/82539"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/media?parent=82538"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/categories?post=82538"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/nz\/wp-json\/wp\/v2\/tags?post=82538"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}