Architecture in context
Look at the whole system.
A repeatable checklist for a conversation with an engineering team or provider.
Five questions before a comparison
| Area | Ask | Evidence to request |
|---|---|---|
| Workload | What useful work must the system complete? | A test case, throughput target and latency requirement. |
| Software | Can the intended code run and be maintained? | Supported frameworks, versions and migration effort. |
| Data | Will data movement limit the application? | Working set, bandwidth, locality and communication tests. |
| Operation | What does the whole deployment consume? | Measured system power, cooling needs and operating hours. |
| Lifecycle | Can the system be supported through its useful life? | Availability, support terms and replacement strategy. |
Compare like with like
Record precision, batch size, input size, model or application version and the boundaries of the measurement. Distinguish chip power from server power and facility power. Treat future roadmaps separately from available products.
Packaging is part of the design
Multi-die designs can bring compute, memory and I/O together. Interface choices, test strategy and thermal behaviour deserve attention alongside the compute engine.
Further reading: Intel Foundry fact sheet
From understanding to action
Start with a better chip brief.
Turn a workload, a constraint and a question into a useful next step.