Artificial intelligence
Resources
Large training runs are interrupted every few hours at a rate set by the hardware. What each interruption costs depends
- Emmanuel Ohiri
Resources
You can buy two identical GPU clusters and get different throughput out of them. The gap is execution, not silicon,
- Emmanuel Ohiri
Resources
For most of computing history, the relationship between software ambition and physical infrastructure held a rough equilibrium. Software got more
- Emmanuel Ohiri
Resources
GPU pricing is still the cost most operators plan around, but it is no longer the deciding factor in whether
- Emmanuel Ohiri
Resources
Data center power density is approaching a thermodynamic limit, with average rack power doubling to 17 kW in two years,
- Emmanuel Ohiri
Resources
Hardware bottlenecks strand expensive compute. We detail the precise site readiness, cooling, and storage configurations needed to scale AI racks
- Emmanuel Ohiri
Deploy production-scale enterprise AI
Secure GPU infrastructure aligned to NVIDIA Enterprise Reference Architecture, delivered with the power, engineering and operational support required for production AI deployments.