Every distributed-systems fundamental in one place, each with a figure, applied to a key-value store.
Infrastructure, platform and reliability engineers.
Your approach: Use diagrams or prose to explain responsibilities, state, capacity and failure behavior. Show the calculations requested by the question.
Distributed Systems Foundations: from Consistent Hashing to B-Trees. Every distributed-systems fundamental in one place, each with a figure, applied to a key-value store. Work from the scoping questions below. State assumptions for any unspecified load, guarantee or target, then trace your design end to end. Explain one difficult case and a credible alternative; the worked example is a reference, not a required implementation.
Resolve the scoping questions for Distributed Systems Foundations: from Consistent Hashing to B-Trees. Separate stated behavior from assumptions, and identify what is outside your design.
Declare relevant volume, latency, freshness, quality or cost targets with units. Show calculations or an evaluation plan that can test them; unspecified targets are your assumptions, not hidden pass criteria.
Explain how your guarantees hold in a difficult case relevant to this subject. Address: Range scans? Growth?
Identify users, required behavior and exclusions. Answer: How big and how busy? Consistency?
Define the information owned by the system and the inputs, outputs and errors at its boundaries. Resolve: What must survive? Latency?
Estimate the dominant workload and resource demand with units and explicit assumptions. For a learned system, also state how quality is measured and what data is available.
Draw or describe the responsibilities needed for Distributed Systems Foundations: from Consistent Hashing to B-Trees. Trace a representative request, event or job from its input to a visible result; identify durable state owners.
Walk through a difficult case step by step, including detection and recovery. Consider: Concurrent writes to one key? Range scans? Growth?
Compare a credible alternative using your chosen workload and guarantees. Explain a remaining risk, a signal to watch and when you would change the design.