India, March 20 -- From last many years, AI infrastructures were framed keeping hardware in mind - faster chips and bigger servers. That AI structural logic is now breaking down. As AI models grow larger and workloads become more continuous and interactive, performance is no longer defined by one processor or even one server. It is defined by how an entire rack behaves under real-world conditions.

That shift came through clearly in a conversation with Dataquest featuring Mahesh Balasubramanian, Senior Director, Data Center GPU Product Marketing, and Archana Vemulapalli, Corporate Vice President of Global Commercial Sales at AMD. Together, they outlined a future where AI infrastructure is designed as an integrated system, not approached a...