Stream Processing and New Approaches: Edge Processing
Explore the concept of Stream Processing on the Edge in this insightful conference talk. Learn how to query data using aggregation functions, windowing, and grouping results while it's in motion and in-memory on the edge side. Discover the advantages of processing data in real-time for immediate analysis, as opposed to traditional logging methods that collect, parse, filter, and centralize logs before processing. Delve into the extended approach of Stream Processing on the Edge, which enables lightweight data processing on edge services or devices. Understand how this technique empowers features like anomaly detection in milliseconds and distributed Machine Learning using pure Open Source software. Gain valuable insights into this innovative approach that revolutionizes data analysis and real-time decision-making capabilities.