Spring XD: The Foundation for Real-time Streaming and Machine Learning Systems

Spring XD addresses the new demands of big data and real-time data pipelining, but it sets a foundation for much more. Data Science, Machine Learning and Predictive Analytics are becoming more common across industries. The most successful and innovative companies are currently exploring live data streaming scenarios instead of the traditional batch collection, storage, ETL-like transformations and offline analytical solutions. Two main reasons are demanding this change. First, some data is really only valuable in the moment it's connected--as the half-life of its business value degrades quickly.