Streaming Data with Dataflow: Understanding Watermarks, Custom Triggers, and Data Accumulation
A step-by-step guide to understanding the nuances of streaming data and its challenges. Introduction In today’s digital age, data is continuously generated, processed, and transmitted. This constant flow of data, often referred to as “streaming data”, presents a unique set of challenges. From ensuring timely processing to handling data in real-time, organizations are constantly seeking efficient ways to manage this influx. One of the solutions to these challenges is the concept of “Dataflow Windowing”....