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Create an aws real-time streaming architecture with Kinesis Data Streams for ingestion, Kinesis Data Firehose for delivery, Kinesis Data Analytics for real-time processing, Lambda functions for data transformation, DynamoDB for hot data storage, S3 for data lake, Redshift for analytics, QuickSight for visualization, and SNS for alerting on anomalies.