📡 IOT DEVICES (AWS IOT CORE)

☁️ AWS (/Mobile Apps)

📱 Web/Mobile Apps

📄 Files

🗄️ Relational Databases (RDS)

REAL-TIME (HOT PATH)

📡 Amazon Kinesis Data Streams

🖥️ Amazon Managed Service Apache Flink

🔍 AWS Glue Data Catalog

👤 AWS Glue ETL (Cleaned (SERVERLESS SPARK) Lake)

🗄️ Amazon S3 (Raw/Landing Lake)

⚡ Amazon (SERVERLESS SPARK)

📊 Amazon CloudWatch (Monitoring & Logs)

Retils Data

Batch Data

📊 Amazon Athena (SQL Analytics)

🗃️ Amazon Redshift (Data Warehaase)

📄 Train/Predict

(ML Platform)

SQL Query

SQL Data

SQL Query

🔐 AWS IAM (Authentication/Authorization)

🏞️ Amazon Lake (Data Governance)

🏞️ Amazon Lake (Data Governance)

📜 AWS CloudTrail Audit Logs

⚙️ S3 Intelligent-Tiering (Cost Optimization)

Policies/Roles

Access Control (Data Governance)

Orcheates ETL / Audit Logs

Lifecycle Management