Defend a Redis Choice and Explain Database Index Trade-offs

Quick Overview

Explain when Redis improves a real workload and when it adds needless operational risk. Compare cache correctness and failure handling with database index design, write costs, selectivity, column order, and query-plan evidence.

Defend a Redis Choice and Explain Database Index Trade-offs

Company: Squarepoint

Role: Software Engineer

Category: Software Engineering Fundamentals

Difficulty: medium

Interview Round: HR Screen

Overview: Explain when Redis improves a real workload and when it adds needless operational risk. Compare cache correctness and failure handling with database index design, write costs, selectivity, column order, and query-plan evidence.

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Squarepoint
Jul 12, 2026
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