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Learning AWS - Second Edition by Amit Shah, Aurobindo Sarkar

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Analyzing streaming data with Amazon Kinesis

Streaming data processing is continuous and is done in real-time. You are continuously writing data to a streaming service such as Kinesis. Typically, operating on small-sized events (say a 1 KB event), writing to a stream, aggregating that data, and then persisting to Amazon S3.

Amazon Kinesis is made up of three services:

  • Amazon Kinesis Data Streams: This helps you to build custom applications that process and analyze streaming data. You can build real-time applications with framework of choice – Kinesis Analytics, Spark on EMR, custom code on EC2, or custom code on Lambda. It is easy to administer, secure, and uses durable storage.
  • Amazon Kinesis Data Analytics: This helps you to easily process ...

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