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Cloud Costs Crushing AI Innovation: Why Companies Are Pulling Out!
Manage episode 500422151 series 3660640
David Linthicum에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 David Linthicum 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
In a recent article from ITPro Today, new research from Deloitte sheds light on the pressing challenges organizations face as they adopt artificial intelligence (AI) in their operations. As businesses increasingly turn to cloud solutions for their AI needs, they are often unprepared for the skyrocketing costs that come with it. The research uncovers a critical inflection point: when public cloud AI expenses hit 60-70% of the total ownership costs for dedicated infrastructure, organizations find themselves at a tipping point where shifting to private cloud solutions often becomes more sensible.
This rapid evolution from modest AI experiments to significant infrastructure challenges reveals a stark reality; the cloud's initial accessibility can quickly lead to budget constraints as workloads grow more demanding. Meanwhile, technological advancements such as AI-specific processors, including NPUs and TPUs, are changing the landscape of what is possible, necessitating a reevaluation of existing IT setups.
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