Businesses are becoming increasingly digital. Real-time big data analytics can handle different kind of data's.
Forecasting on real-time data sets and monitoring streaming data from (Internet of things) based devices are among the most exciting applications today. ML algorithms process real-time data streams from devices and apps. Our open source platform sets the stage for you to build an AI system that will help gain deep insights out of high-velocity and high-volume data without compromising on security, scalability and flexibility.
Apache Spark Streaming is the tool in which we specify the time-based window to stream data from our message queue. So it does not process every message individually. We can call it as the processing of real streams in micro batches. Whereas Apache Storm and Apache Flink can stream data in real-time.