# Distributed AI: The New Network Frontier

URL: https://technosports.co.in/distributed-ai-the-new-network-frontier/  
Published: 2026-10-10  
Updated: 2026-10-10  
Author: Reetam Bodhak

Single datacenters can no longer handle frontier AI models due to massive power and space constraints. To scale, tech giants now link clusters across cities, forcing GPUs to act as one machine. This shift demands hyper-fast, low-latency interconnects like RoCEv2. Google, Microsoft, and AWS are already pioneering this, using advanced congestion control to bridge the gap between distant, high-capacity sites.