Part 9/10:
Practical Considerations for Implementation
Scalability: Systems should handle increasing data volumes without degradation.
Resilience: Fault tolerance mechanisms to ensure data integrity.
Compliance: Provenance and auditability for regulatory adherence.
Flexibility: Support for evolving data schemas and sources.
Automation: CI/CD integration to streamline updates and deployment.
Conclusion
In summary, managing diverse and voluminous enterprise data requires a combination of robust architecture, flexible tools, and strategic planning. Technologies like Apache NiFi, combined with cloud-native deployment, edge processing, and comprehensive monitoring, facilitate a resilient and scalable data ecosystem.