Big Data Technology & Architecture

Nov 3, 2019 · Big Data

Understanding Spark Shuffle and Smart Shuffle: Design, Implementation, and Performance Analysis

This article explains the evolution of Spark Shuffle from hash‑based to sort‑based, introduces the Smart Shuffle optimization, details their implementations and configurations, and presents performance comparisons using TPC‑DS benchmarks, highlighting significant speedups and reduced I/O overhead.