Apache Spark Streaming

Apache Spark Streaming is an incredibly powerful, deeply entrenched open-source veteran titan that mathematically bridged the gap between "Massive Big Data Batch Analytics" and "Streaming." It engineered a highly pragmatic 'Micro-Batch' architecture. It is the absolute weapon of choice for massive data science teams who mathematically demand to utilize their existing, highly complex Spark machine learning models, mathematically running them against a live stream of data by chopping the stream into tiny 1-second batches.