Xeal Plans 100K GPU Edge Network
EV charging firm Xeal aims to deploy 100,000 Nvidia GPUs across US roadside sites to create an edge inference network using idle power capacity.
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EV charging company Xeal has announced plans to deploy over 100,000 Nvidia GPUs across its US network, aiming to build what it calls the "world's first edge inference compute network" utilizing idle charging capacity.
CEO Nikhil Bharadwaj stated that the company's 1,600+ existing locations have 200MW of permitted, grid-connected electrical infrastructure but typically operate at less than 10% capacity. The GPUs will be housed in outdoor cabinets called "Latient Pods," each containing up to 48 Hopper or Blackwell Ultra chips.
The proposal claims sub-20ms latency and requires no water cooling. However, each pod is valued at approximately $2 million, raising significant theft concerns, and only the first unit is scheduled to go online by the end of this year.