There are several solutions available on the market to work on streaming data. Some of the most commonly-used solutions are Amazon Kinesis Streams, Amazon Kinesis Firehose, and Apache Spark Streaming. Spark Streaming (http://spark.apache.org/streaming/) is one of the more recent streaming technologies. The framework is easy to use and is built for scalability and for fault-tolerant streaming applications. The most striking characteristics of Apache Spark Steaming include its ease of use, fault-tolerance, Spark integration, and a large community.