Shunping Huang

Time series data is a foundational and ubiquitous format in modern big data applications, driving insights in fields ranging from user activity tracking to IoT sensor monitoring. While there is growing interest in processing time series data within Apache Beam, its inherently unordered and...

This talk dives into the practical application of Apache Beam for constructing robust, scalable, and real-time anomaly detection pipelines. We’ll explore Beam’s latest anomaly detection transform, and how to integrate various anomaly detection algorithms (e.g., statistical methods, machine...