Streaming Processing List | 流处理资料索引

Overview

• 2015-Streaming 101 & 102: In this post, I want to focus further on the data-processing patterns from last time, but in more detail, and within the context of concrete examples.

Resource

Collection

• awesome-streaming

Book

• 2018-Kalavri-Stream Processing with Apache Flink》📚: With this practical guide, you’ll learn how to use Apache Flink’s stream processing APIs to implement, continuously run, and maintain real-world applications.

Course

Blog

• Madhukara Phatak: 某个大数据咨询师的博客

Mechanism | 机制

• 2014-从 Storm 和 Spark 学习流式实时分布式计算的设计

Comparison | 对比

• 2018-Spark 比拼 Flink：下一代大数据计算引擎之争，谁主沉浮？: 本文对 Spark 和 Flink 的技术与场景进行了全面分析与对比，且看下一代大数据计算引擎之争，谁主沉浮？

• 2016-comparison-of-apache-stream-processing-frameworks

Engineering Practices | 工程实践

• How the end-to-end back-pressure mechanism inside Wallaroo works

• Differential dataflow roadmap

• Microsoft differential-dataflow