| Operational Excellence |
Monitor the health of the analytics application workload |
Validate the data quality of source systems before moving to analytics |
Veracity |
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| Security |
Implement data access control |
Allow data owners to determine which people or systems can access data in analytics and downstream workloads. |
Value |
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| Reliability |
Design resilience for analytics workload |
Create an illustration of data flow dependencies. |
Velocity |
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| Performance Efficiency |
Choose the best-performing compute solution |
Identify analytics solutions that best suit your technical challenges. |
Variety |
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| Cost Optimization |
Build financial accountability models for data and workload usage |
Measure data storage and processing costs per user of the workload |
Volume |
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| Sustainability |
Sustainability implementation guidance |
Define your organization’s current environmental impact |
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