Part 9/10:
Systems also facilitate business intelligence by enabling real-time dashboards, which display live metrics, alerts, or operational statuses—empowering decision-makers to react swiftly to changing conditions.
End-to-End Data Management and Processing
A significant takeaway from the session is the holistic view of managing streaming data—from ingestion to processing to output. This involves:
Collecting raw data streams (e.g., stock trades).
Applying processing functions (filters, aggregations, transformations).
Maintaining state for ongoing calculations (e.g., counting events).
Generating meaningful, actionable outputs.
This pipeline approach ensures data quality, relevance, and readiness for immediate use, ultimately driving smarter, faster business choices.