The physical footprint behind AI and cloud computing: A breakdown of data center types

Whether streaming Netflix or training massive algorithms, different digital tasks require radically different physical infrastructure.

By: Maria Eberhart

Outlets: Technical.ly

Published: September 14, 2026

Words: 938

Last Updated: 1 month, 1 week ago

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Data centers are not all created equal.

The headlines often focus on giant hyperscale facilities — you’ve probably heard of Meta, Microsoft or Google building them — but the definition of “hyperscale” varies depending on who you ask.

At a much smaller scale, a data center can be a shipping container tucked inside your city to keep residents’ video streaming services running smoothly. Big Tech company Nvidia is even developing a miniature version …

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