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Design a KV store with transactions

Last updated: Mar 29, 2026

Quick Overview

This question evaluates a candidate's competency in designing transactional key-value stores, covering concepts such as atomicity, isolation, durability, concurrency control, storage layout, and crash recovery mechanisms.

  • easy
  • Applied
  • System Design
  • Software Engineer

Design a KV store with transactions

Company: Applied

Role: Software Engineer

Category: System Design

Difficulty: easy

Interview Round: Onsite

## System Design Prompt Design an in-memory/disk-backed **key-value store** that supports **transactions**. ### Functional requirements - Basic operations: `Get(key)`, `Put(key, value)`, `Delete(key)` - Transactions: - `Begin()` - `Commit()` - `Rollback()` - Multiple concurrent clients. ### Transaction semantics (clarify in interview) - At minimum: atomicity and isolation within the store. - Define isolation level target (e.g., Read Committed or Snapshot Isolation). ### Non-functional requirements - Reasonable performance under concurrent access. - Durability (optional depending on scope): data survives crashes. - Support for large datasets (may exceed memory). ### Deliverables - APIs - Data model and storage layout - Concurrency control approach - Crash recovery approach (if durability is required) - Complexity and key trade-offs

Quick Answer: This question evaluates a candidate's competency in designing transactional key-value stores, covering concepts such as atomicity, isolation, durability, concurrency control, storage layout, and crash recovery mechanisms.

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Applied
Feb 12, 2026, 12:00 AM
Software Engineer
Onsite
System Design
4
0

System Design Prompt

Design an in-memory/disk-backed key-value store that supports transactions.

Functional requirements

  • Basic operations: Get(key) , Put(key, value) , Delete(key)
  • Transactions:
    • Begin()
    • Commit()
    • Rollback()
  • Multiple concurrent clients.

Transaction semantics (clarify in interview)

  • At minimum: atomicity and isolation within the store.
  • Define isolation level target (e.g., Read Committed or Snapshot Isolation).

Non-functional requirements

  • Reasonable performance under concurrent access.
  • Durability (optional depending on scope): data survives crashes.
  • Support for large datasets (may exceed memory).

Deliverables

  • APIs
  • Data model and storage layout
  • Concurrency control approach
  • Crash recovery approach (if durability is required)
  • Complexity and key trade-offs

Solution

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