GPU system design
Component selection, multi-GPU architecture, compatibility planning, and practical build strategy.
Capability / 05
For Alloy, data mining starts with GPUs, VRAM, power, cooling, and the practical work of assembling reliable compute systems.
Our perspective was shaped by building and tuning GPU mining rigs: selecting components, balancing power and thermals, understanding memory constraints, and keeping distributed hardware productive. That foundation carries into modern compute and data-intensive workloads.
Component selection, multi-GPU architecture, compatibility planning, and practical build strategy.
Matching memory, throughput, and workload requirements to the right hardware configuration.
Thoughtful layouts for electrical demand, thermals, monitoring, uptime, and serviceability.
Configuration, telemetry, remote management, troubleshooting, and repeatable operating routines.