Azure Administration · Instructor-led cohort
Compute Scale and Resilience Patterns
You rehearse scale-out events, controlled CPU spikes, and graceful degradation messaging for internal stakeholders.
What is inside
- Autoscale rule drafting with signal choice notes
- Probe failure injection in a sandbox
- Rolling upgrade rehearsal checklist
- Capacity reservation discussion (conceptual)
- Stateless versus stateful workload tagging
Outcomes you can show a manager
- Write a scale event timeline others can follow
- List health probe pitfalls you have personally observed
- Prepare a stakeholder note after a simulated outage
FAQ
Are GPUs included?
No GPU SKUs are provisioned in this track.
Do we cover Kubernetes?
Only where AKS intersects with autoscale fundamentals; this is not a Kubernetes deep dive.
Honest limitation?
Large multi-region game-day simulations are out of scope for time reasons.
Experience notes
The probe failure injection mirrored what we saw last quarter—finally a lab that names the awkward pauses.