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22.250: Kinesis Data Analytics - Coggle Diagram
22.250: Kinesis Data Analytics
KDA for SQL app
Real time analytics on KDA & Firehose using SQL
Add ref data from S3 to enrich streaming data
Fully managed, no servers to provision
Auto scale, pay for actual comsumption
Output
Kinesis Data Stream
: create stream out of the real time analytic queries
Kinesis Data Firehose:
send analytics query results to destinations
Usecase
Time series analytics
Real time dashboards
Real time metrics
KDA for Apache Flink
Use Flink to process and analyze streaming data
Only Kinesis Data Streams and AMZ MSK
Run any Apache Flink app on a managed cluster on AWS
Provision compute resource, parallel compute, auto scale
App backup (checkpoint/snapshots)
Use any Apache Flink program features
Flink does not read from Firehose