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Quiz

2948 questions of the kind that actually get asked — in interviews, in architecture review boards, and by the person who has to run the thing at 3 AM. Every answer states the trade-off rather than the slogan, and says when the obvious choice is the wrong one.

All areas2948 Architecture Fundamentals91 Distributed Systems101 Data Architecture90 Cloud Architecture87 Networking96 API & Integration Architecture87 Reliability & Resilience99 Observability92 Performance & Capacity Engineering100 Security Architecture105 Cost Architecture & FinOps102 Business Architecture103 Architecture Communication102 Enterprise Architecture100 Legacy Modernization102 AI-Era Architecture106 Software Architecture & Engineering93 Architecture Patterns94 Architecture Decision-Making101 The Architect's Meta-Skills102 Delivery & Release Engineering103 Platform Engineering & Developer Experience102 Testing & Quality Architecture102 Data Platform Architecture98 Streaming & Real-Time Data103 Data Governance & Semantics91 Frontend & Experience Architecture101 Edge, Mobile & IoT98 Regulatory & Data Protection Architecture99 Assurance, Audit & Model Risk98
Difficulty Any beginner intermediate advanced

5 questions in Real-Time Analytical Stores.

  1. Real-Time Analytical Stores intermediate Multiple choice

    A creator analytics feature must show per-minute view counts for 8 million creators over a 90-day window at p95 under 500 ms while ingesting 300 thousand view events per second. Work out the row counts and decide which storage shape fits.

    3 min answer rollupretentioncolumnarsizing
  2. Real-Time Analytical Stores advanced

    A platform needs sub-second analytical queries over a continuously updating dataset. What kind of store, and what are the trade-offs?

    2 min answer zerodhaolapingestionfreshness
  3. Real-Time Analytical Stores advanced

    A platform needs sub-second analytical queries over recent high-volume event data. What store characteristics matter?

    2 min answer realtime-analyticsingestioncardinalityretention
  4. Real-Time Analytical Stores intermediate Multiple choice

    A team proposes a specialised real-time analytics store for an internal dashboard used by twelve analysts. Assess.

    2 min answer architecturecostdecision
  5. Real-Time Analytical Stores advanced Multiple choice

    A telemetry product must answer arbitrary filtered queries over hundreds of billions of events retained for 15 months, with sub-10-second response for the last 24 hours. Each event has 40 to 200 fields and cardinality is unbounded. Which storage design fits?

    3 min answer datadoghuskycolumnarobject storage