DataFunTalk

Sep 13, 2020 · Big Data

Online Sample Generation with Flink: Architecture and Implementation

This article explains why Flink is chosen for online sample generation, describes the end‑to‑end implementation steps—including stream union, state‑timer processing, and output formatting—covers state backend choices, monitoring, validation, fault handling, and platformization for scalable real‑time machine‑learning pipelines.