Good= Good Fair= Fair Bad= Bad
Complexity

Measures data transfer difficulty to analysts.

Consistency

Assesses uniformity and reliability of data copies.

Cost

Evaluates technical expenditure justification.

Scope

Quantifies operational data accessibility for analysts.

Streambased

Streamlines access to Kafka for analytics.

Good
Fair
Bad
Good
Streaming Datalake

Combines Event Streaming and Batch analytics.

Fair
Fair
Good
Good
ELT

Integrates operational and analytics systems through pipelines.

Bad
Bad
Bad
Bad
Real Time Stream Processing

Enables low-latency short window analytics.

Good
Fair
Bad
Good