Artificial Intelligence Workloads and the Future of Cloud Infrastructure
The sudden influx of deep learning models has exposed the structural limitations of general-purpose digital infrastructure. For over a decade, standard cloud ecosystems were designed to support horizontal scalability for classical web applications, relational databases, and microservices. These legacy frameworks relied heavily on commodity central processing units running isolated virtual machines that scaled up or…
