AI Scalability for the Next Decade

Can it do something meaningful for me today? Which AI opportunities are next? Expanding Growth in Cloud Usage GPU Workstation GPU Server How to improve? Replicated data Difficult to scale Lack of security with open-source frameworks and applications introduces risk. Multiple Spark teams each with dedicated servers wasted capacity and high administrative overhead.