Scaling AI Across Sites: Inside the WhiteFiber Continuum™ Architecture

AI infrastructure deployment has always been bound by what fits inside one facility. Teams that exhaust that capacity either wait years for a larger campus or stand up a second deployment and manage it as a separate system. Both options treat bandwidth as a fixed constraint. We just removed it.

WhiteFiber Continuum, built in collaboration with DriveNets and WEKA, links geographically separated data centers into a single logical GPU supercluster delivering 136 Tbps bandwidth at 0.9 milliseconds of round trip latency across 83 kilometers of dark fiber.

What You’ll Learn:

• How WhiteFiber Continuum removes bandwidth as a constraint on cluster deployment
• How DriveNets implemented a unique scale-across network architecture, optimized the fabric configuration, and validated its performance through measured results
• How WEKA NeuralMesh delivers unified storage and memory across distributed sites
• Why active/active resilience is structurally different from failover or Disaster Recovery
• How regulated industries maintain data residency across a distributed compute cluster

Meet Our Speakers

Alan McSeveney

Field CTO, Media and Entertainment & AI, WEKA

Sagie Fanish

Senior Director, Product Management, DriveNets

Toby Ford

Head Design Architect, WhiteFiber