Big Data Technology Architecture
Nov 15, 2021 · Big Data
Flink Sort‑Shuffle: Design, Implementation, and Performance Evaluation
This article explains how Flink's new sort‑shuffle mechanism improves large‑scale batch processing by reducing file counts, optimizing I/O, lowering memory usage, and delivering up to tenfold speedups, while also detailing configuration tips and future enhancements.
Batch ProcessingData ShuffleFlink
0 likes · 16 min read