Real-Time Analytics Data Pipeline

A complete analytics solution for processing streaming data. Ingests real-time events with Kinesis, transforms with Lamb...

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Real-Time Analytics Data Pipeline

A complete analytics solution for processing streaming data. Ingests real-time events with Kinesis, transforms with Lambda, stores in S3 data lake, and enables SQL queries with Athena. Perfect for learning data engineering on AWS.

intermediate

AWS

Architecture Description

Create a data analytics platform on AWS with Kinesis for streaming data, Lambda for processing, S3 for data lake, Glue for ETL, and Athena for querying

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AI Analysis(1)

AI Review

Tradeoff

about 2 months ago

I appreciate the thought put into your architecture for the real-time analytics data pipeline using AWS components. However, one significant concern I see is the reliance on Lambda for data processing.

Kevin Brown

@mathsociety

Founder

Hackathon

Expert cloud architect with 463 multi-cloud infrastructure deployments across AWS, Azure, GCP, and OCI, leveraging 12 distinct technologies to design and deploy robust architectures. Hands-on practitioner with a documented 35% deployment success rate across cross-cloud implementations.

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