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System Architecture Communication and Documentation Questions

Assess the candidate ability to describe, document, and communicate system architecture both visually and verbally. Candidates should present what a system does and who uses it, identify major components and how they interact, show data flow and integration points, and explain critical architectural decisions and trade offs. Interviewers expect clear diagrams using standard conventions that show high level views, component interactions, and deployment topology, accompanied by concise narrative documentation. Strong answers include multiple views tailored to the audience, labeled diagrams, and justification of design choices while avoiding unnecessary implementation detail. Candidates should be able to discuss scaling strategies, reliability and operational considerations including failure modes, migration paths, observability, and deployment considerations. The scope includes common architectural building blocks such as microservices, application programming interfaces, databases, caching layers, and message buses, as well as consistency and availability implications and service to service communication patterns, and the connection between technical choices and business context.

HardSystem Design
0 practiced
Describe how you would document and diagram a migration path from CPU-based model serving to GPU-accelerated serving, covering data ingestion, image/model serialization, artifact storage, CI/CD, canaries, and rollback. Explain the key operational checks and safety notes you'd include for SREs.
HardTechnical
0 practiced
A distributed inference path shows stateful services. Discuss how you'd document state management choices: sticky sessions, externalizing state, or event-sourcing. Create a short diagram example and explain operational implications for scaling, failover, and testing.
MediumSystem Design
0 practiced
Design a service diagram and short documentation for an ML inference endpoint that must respect data residency constraints for users in the EU vs US (data cannot leave region). Explain deployment topology, routing rules, and the consistency trade-offs you document when models are updated independently in each region.
MediumTechnical
0 practiced
A senior leader asks you to explain in one paragraph how a particular architectural choice (e.g., using model-serving-sidecars vs central model-service) maps to business outcomes like time-to-market, operational cost, and availability. Write that paragraph and outline where you'd put the supporting details in your documentation set.
HardTechnical
0 practiced
Create a design and documentation approach for correlating distributed traces across a multi-hop ML inference path that includes client, edge proxy, gateway, feature-transform service, model-server, and a logging sink. Describe how correlation IDs are generated and propagated, what to show on diagrams, and how to document required header propagation for downstream teams.

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