AdvancedStaffCost & Operational Efficiency55 minutesPro answer

SDV-064

Optimize storage tiers when compliance and recovery pull in opposite directions

Place hot, warm, cold, and deleted data by access, recovery, legal, and security semantics rather than age alone.

Cloud CostComplianceDisaster RecoveryPrivacy

Interview prompt

Problem context

Storage grows 70% yearly across transactional data, audit evidence, media, events, and backups. Finance wants aggressive cold tiering and deletion, while legal requires holds and SRE needs fast recovery. Design policy, movement, retrieval, and proof.

Skills being evaluated

storage lifecyclecompliance policyrecovery designcost modeling

The full reasoning guide is part of Pro

The scenario and evaluation focus above remain public. Pro unlocks the structured answer, trade-off analysis, follow-up probes, common weak answers, rubric, related reasoning, and any architecture diagram.

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What the full guide covers

Clarify the decision
Establish scale assumptions
Functional and non-functional requirements
High-level architecture
Data model and flow
Consistency and transaction boundaries
Failure modes and recovery
Security and privacy
Observability and SLOs
Capacity and cost
Alternatives and trade-offs
Evolution and migration
What Staff and Principal candidates should emphasize