Description
DataStream Pro is a structured data processing framework for medium to large-scale data environments.
It defines ingestion, transformation, validation, storage, and monitoring architecture.
Includes:
– ETL & ELT architectural templates
– Real-time streaming and batch processing models
– Data validation and anomaly detection checkpoints
– Schema normalization framework
– Storage optimization and retention planning
– Logging, alerting, and observability structure
Business Impact:
Prevents data corruption, improves processing reliability, and enables predictable scaling of data infrastructure.
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