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Effective Amazon Machine Learning by Alexis Perrier

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Kinesis Stream

Kinesis Stream is used to collect streaming data given by a producer and processed by a consumer. It's the simplest of the three Kinesis services as it does not store the data in any way. Kinesis Stream mainly acts like a buffer, and the data is kept available between 24 hours to 168 hours. An IoT device or a log service would typically act as the producer and send data to the Kinesis stream. At the same time, a consumer is running to process that data. Consumers services that trigger alerts (SMS, e-mails) based on event detection algorithms, real-time dashboards updated in real time, data aggregators, or anything that retrieves the data synchronously. Both producer and consumer must be running simultaneously for the Kinesis ...

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