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GreenplumAWSStreamingData

This Git project goal is to demonstrate Closed loop analytics with Greenplum leveraging AWS cloud native tools.

The Demo application choosed it a credit card fraud transaction Machine learning model. The Model will be built and tested on Greenplum using sample application in samples section of RTSMADlib. The model is then deployed on Amazon EKS to integrate in to streaming solution via Amazon Java Lambda.

The streaming part is built with all AWS cloud native tooling;

• AWS Kinesis Stream
• AWS Kinesis S3 Firehose
• Pivotal Greenplum PXF,
• AWS SQS
• AWS Lambda
• RTSMadlib to deploy ML models on AWS EKS.

The Document embeds a demo

The overall folow can be shown as ;