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Amazon Kinesis services make it easy to work with real-time streaming data in the AWS cloud.
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Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.
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The Apache Cassandra database is the right choice when you need scalability and high availability without compromising performance.