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Explain ACID and transactions

Last updated: Mar 29, 2026

Quick Overview

This question evaluates understanding of ACID transactional properties and the mechanisms that enforce them—including logging (undo/redo), locking, MVCC, and write-ahead logging—along with knowledge of SQL isolation levels and common transactional anomalies.

  • medium
  • xAI
  • System Design
  • Software Engineer

Explain ACID and transactions

Company: xAI

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

What are the ACID properties of transactions? Define atomicity, consistency, isolation, and durability; explain how systems enforce them using logging, locking, MVCC, and write-ahead logging; discuss isolation levels and common anomalies; provide a concrete example transaction demonstrating ACID.

Quick Answer: This question evaluates understanding of ACID transactional properties and the mechanisms that enforce them—including logging (undo/redo), locking, MVCC, and write-ahead logging—along with knowledge of SQL isolation levels and common transactional anomalies.

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xAI logo
xAI
Aug 12, 2025, 12:00 AM
Software Engineer
Technical Screen
System Design
7
0

ACID Transactions: Definitions, Enforcement, Isolation Levels, and Example

Context

You are designing a service backed by a relational database that supports transactions. Explain the ACID properties and how real systems implement them to ensure correctness under failures and concurrency.

Tasks

  1. Define the ACID properties: atomicity, consistency, isolation, and durability.
  2. Explain how systems enforce these properties using:
    • Logging (undo/redo),
    • Locking (e.g., two-phase locking),
    • MVCC (multi-version concurrency control), and
    • Write-Ahead Logging (WAL).
  3. Discuss SQL isolation levels and common anomalies they (do/do not) prevent.
  4. Provide a concrete example transaction that demonstrates ACID end-to-end.

Solution

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