Advanced Stream Processing on the Edge

Advanced Stream Processing on the Edge

Explore advanced stream processing techniques for edge computing in this 39-minute conference talk from linux.conf.au 2020. Delve into the evolution of logging mechanisms for distributed systems and connected embedded devices. Learn about real-time data analysis, stream processing on the edge, and how to query data using aggregation functions, windowing, and grouping results while it's still in motion and in-memory. Discover the advantages of processing data on edge services or devices, including anomaly detection and distributed machine learning using open-source software. Gain insights into data pipelines, JSON handling, time series forecasting, and performance optimization for edge computing scenarios.