A Kinesis Stream can be used to collect, process, and analyze large amounts of video and data streams in real time. The stream consists of shards, which hold data records and organize data to be consumed.
Key Features of Amazon Kinesis Streams include:
- Scalable, fault-tolerant consumption of continuous data
- Quickly aggregate data into a data warehouse or map-reduce cluster
- Automatically encrypts sensitive data as it enters a stream
On one end of a Stream you have a producer service submitting data and on the other end you have a consuming service ingesting that data. A web service submitting log data is an example of a producing resource. A data warehouse set up to perform analysis on this large amount of analytics is an example of a consuming resource.
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