Where Data Tells the Story
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Rather than replacing hyperscale infrastructure, edge data centers extend it, deploying smaller, distributed nodes closer to users and devices. As Cisco notes, this architectural shift is driven by the need to meet modern application performance requirements that centralized systems alone cannot satisfy.
This is not a theoretical transition. It reflects how AI is now being deployed, where speed, locality, and reliability define value as much as compute scale.