Memory & model fit
The working set is larger than the weights.
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INFRASTRUCTURE
Look beyond
the device.
A workload runs on a connected system. Understand its boundaries before comparing the component specifications.
SYSTEM MAP
Five layers. One operating plan.
01
Workload & quality
Model, dataset, precision, latency and accepted output.
02
Compute & memory
Working set, accelerator architecture and parallelism.
03
Fabric & data
Scale-up links, scale-out networking, storage and checkpoints.
04
Power & facilities
Operating draw, cooling, site readiness and delivery sequence.
05
Operations & control
Scheduling, identities, observability, recovery and cost ownership.
DEEPER CONTEXT
Explore the dependencies.
Each layer needs a clear responsibility and a testable acceptance condition.