Apache Flink 学习资料，包括但不限于文章、书籍、教程、视频。

Blogs

• Streaming 101: The world beyond batch by Tyler Akidau (Aug 5, 2015)
• Streaming 102: The world beyond batch by Tyler Akidau (Jan 20, 2016)
• Exactly Once Semantics
  • High-throughput, low-latency, and exactly-once stream processing with Apache Flink™ by Kostas Tzoumas (August 5, 2015)
  • An Overview of End-to-End Exactly-Once Processing in Apache Flink by Piotr Nowojski & Mike Wintersv (Mar 1, 2018)
  • Fault Tolerance via State Snapshots from Flink docs
  • Stateful Stream Processing from Flink docs
  • From Aligned to Unaligned Checkpoints - Part 1: Checkpoints, Alignment, and Backpressure by Arvid Heise & Stephan Ewen (Oct 15, 2020)
• How to debug Flink source code 远程 Debug Flink 源码

Books

• Introduction to Apache Flink by Ellen Friedman, Kostas Tzoumas (Nov, 2016)
• Learning Apache Flink by Tanmay Deshpande (Feb, 2017)
• Stream Processing with Apache Flink by Fabian Hueske and Vasiliki Kalavri (April, 2019)

Papers

• Nephele: Efficient Parallel Data Processing in the Cloud - Nephele 是 Flink 的前身，文章主要介绍 Flink 的调度
• Lightweight Asynchronous Snapshots for Distributed Dataflows - 介绍 Flink Checkpoint 依赖的分布式快照算法
• The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in MassiveScale, Unbounded, OutofOrder Data Processing
• Apache Flink: Stream and Batch Processing in a Single Engine
• State Management in Apache Flink

Videos

• 尚硅谷Java版Flink &【学习笔记】

References:
1 Awesome Flink
2 Readings in Streaming Systems