Design KV store with sliding-window QPS metrics

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Quick Overview

This question evaluates designing an in-memory key–value store with sliding-window throughput metrics, testing competencies in data structures, concurrency, time-series aggregation, and real-time performance measurement.

Design KV store with sliding-window QPS metrics

Company: Databricks

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates designing an in-memory key–value store with sliding-window throughput metrics, testing competencies in data structures, concurrency, time-series aggregation, and real-time performance measurement.

Read the full Databricks Software Engineer interview experience this question came from

|Home/System Design/Databricks
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Databricks
Nov 8, 2025
mediumSoftware EngineerTechnical ScreenSystem Design
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