Edge Data Centers

Small sites close to users · Metro, far edge and tower · Flagship: Akamai Inference Cloud

Edge data centers put compute within milliseconds of users, from towers to metro sites. AI inference now drives the build: Akamai is rolling Nvidia Blackwell GPUs across 4,400 edge locations, and Duos Edge AI has 15 pods across Texas, many at school districts.

Edge tiers by distance and size: tower and access edge at tens to hundreds of kilowatts within a few milliseconds, far-edge pods to about 1 MW, metro edge at 1 to 10 MW within 5 to 10 ms, and central campuses at hundreds of megawatts to gigawatts; and edge footprints by site count, from Akamai's 4,400 locations to Duos Edge AI's 15 pods in Texas EDGE TIERS: CLOSER TO USERS, SMALLER SITES TOWER / ACCESS~1-5 mskW to 100s kW FAR-EDGE PODrural, secondary0.1-1 MW METRO EDGE~5-10 ms1-10+ MW CENTRAL CAMPUS20-50+ ms100s MW to GW Users and devices ←→ Training and big inference EDGE FOOTPRINTS, SITES (LOG SCALE) 1 10 100 1,000 10,000 AkamaiLocations, GPU rollout 4,400 China MobileEdge nodes 1,500 CloudflareGPU cities, 2024 180 EdgeConneXData centers 90 Duos Edge AIPods in Texas 15
Akamai locations
4,400+
China Mobile nodes
1,500
Duos pods, Texas
15
Metro edge
~5-10 ms
Hub
Types

What it is

Small Sites Close to Users

Edge data centers put compute within a few milliseconds of users and devices. There is no single standard; DatacentersX uses three tiers:

  • Metro edge: 1 to 10 MW sites inside a metro area, about 5 to 10 ms from users. EdgeConneX, DataBank and Flexential are examples.
  • Far edge: pods of 100 kW to about 1 MW in secondary and rural markets, such as Duos Edge AI's Texas pods.
  • Tower and access edge: racks and containers at tower bases and fiber junctions, plus carrier 5G edge zones such as Verizon with AWS Wavelength.

AI inference is now the main reason to build at the edge: Akamai cites gaming and other workloads that need answers in under 50 ms. Training stays in central campuses.

Flagship

Akamai Puts Blackwell GPUs Across Its Edge

  • Footprint: Akamai's Inference Cloud runs on Nvidia RTX PRO 6000 Blackwell GPUs across its network of more than 4,400 edge locations. Akamai says "thousands" of GPUs, without a per-site count.
  • Metro cluster: a $200 million, four-year deal in March 2026 for a multi-thousand-GPU cluster in a metro-edge data center.

Texas example: Duos Edge AI has 15 pods in Texas, many at school districts in Amarillo, Victoria, Waco, Dumas and Abilene. Its 450 kW Corpus Christi pod holds 15 cabinets at up to 100 kW each, and it has contracts for 2,304 Nvidia GPUs.

Operators

Edge Operators

Edge data center operators
OperatorFootprintAt the edgeDateStatus
Akamai Inference Cloud4,400+ locationsNvidia RTX PRO 6000 Blackwell inference; $200M metro GPU cluster dealMarch 2026Rolling out
Cloudflare Workers AI180+ GPU citiesServerless inferenceSeptember 2024Operating
China Mobile1,500 edge nodesOperator edge within 107+ EFLOPS of AI computeJuly 2026Operating
Duos Edge AI15 pods in Texas, 450 kW eachRural colocation pods, often at school districts; 2,304 GPUs contractedMarch 2026Operating
EdgeConneX90+ data centersMetro edge to hyperscale, 40 kW to 500 MW+2026Operating
Vapor IO Kinetic Grid32 markets, six liveTower base and right-of-way colocation2022Dated figures
Verizon 5G Edge with AWS Wavelength19 zones5G multi-access edge compute2022Dated figures
American Tower and CoreSite25 data centers plus 9 edge sitesCloud on-ramps and tower edge2021Dated figures

China

China Mobile Runs 1,500 Edge Nodes

China Mobile reported 1,500 edge computing nodes within more than 107 exaflops of AI compute and 12 regional AI computing centers in July 2026. Chinese carriers had also built about 55,000 private 5G networks by the end of 2024, by Dell'Oro's count, far ahead of US carriers.

Outlook

Edge Growth Depends on Inference

Research and Markets puts the global edge data center market at about $51 billion in 2025, roughly doubling by 2030. American Tower's CEO has said edge adoption came slower than expected, and several edge operators, including EdgeConneX and DataBank, now build hyperscale campuses as well.

Record

Dataset Record

Dataset
Edge data center operators, tiers and footprints
Sources
Akamai, Cloudflare, China Mobile, Duos Edge AI, EdgeConneX, Vapor IO, Verizon, American Tower, Dell'Oro, Research and Markets, DatacenterDynamics
Last verified
October 2026