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UIDCategoryConsiderationPrioritySelected for Implementation?Notes
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1.01Data Ingestion & ProcessingData Sources Identified​​
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1.02Data Ingestion & ProcessingData Volume, Velocity, Variety Assessed​​
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1.03Data Ingestion & ProcessingProcessing Semantics Defined​​
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1.04Data Ingestion & ProcessingConsistency vs. Availability Trade-offs Understood​​
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1.05Data Ingestion & ProcessingIMDG/Caching Layer Selected​​
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1.06Data Ingestion & ProcessingDistributed Transactions Evaluated​​
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1.07Data Ingestion & ProcessingPerformance Goals Defined​​
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1.08Data Ingestion & ProcessingApproximation Algorithms Considered​​
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1.09Data Ingestion & ProcessingStream Processing Engine Chosen​​
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1.10Data Ingestion & ProcessingStream Mining Use Cases Identified​​
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1.11Data Ingestion & ProcessingFeature Engineering for Stream Mining​​
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2.01Service DesignStateless Microservices Designed​​
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2.02Service DesignReactive Principles Adopted​​
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2.03Service DesignRT Reconciliation Implemented​​
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2.04Service DesignDiscrepancy Handling Defined​​
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2.05Service DesignBatch Backfilling Enabled​​
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2.06Service DesignIntegrations with Feature Stores/Data Catalogs​​
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2.07Service DesignContext Sharing Mechanisms Implemented​​
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2.08Service DesignSerialization Approach Optimized​​
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2.09Service DesignScalability Strategies Implemented​​
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2.10Service DesignLoad Balancing Implemented​​
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2.11Service DesignAPI Design Finalized​​
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2.12Service DesignStream Join Techniques Selected​​
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3.01Data CompositionSchema Registry Implemented​​
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3.02Data CompositionData Transformations Defined as Code​​
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3.03Data CompositionUnstructured Data Processing Supported​​
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3.04Data CompositionHybrid Infrastructure Orchestration​​
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3.05Data CompositionData Quality Monitoring Implemented​​
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3.06Data CompositionData Sketching Techniques Explored​​
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4.01UX & AccessibilityUnified Serving Layer Designed​​
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4.02UX & AccessibilitySQL Compatibility Evaluated​​
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4.03UX & AccessibilityStandard In-Memory Format Used​​
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4.04UX & AccessibilitySelf-Service Capabilities Enabled​​
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4.05UX & AccessibilityReal-Time Visualization/Alerts​​
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5.01Operations & ObservabilityObservability Tools Implemented​​
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5.02Operations & ObservabilityMonitoring & Alerting Set Up​​
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5.03Operations & ObservabilityEvent Replays Supported​​
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5.04Operations & ObservabilityFederated Operations Model (If Applicable)​​
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5.05Operations & ObservabilityAgile & Scalable Infrastructure​​
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5.06Operations & ObservabilityDisaster Recovery​​
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5.07Operations & ObservabilityChaos Engineering​​
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5.08Operations & ObservabilityCost Optimization Strategies​​
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6.01Additional ConsiderationsSecurity Measures Implemented​​
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6.02Additional ConsiderationsEthical & Privacy Guidelines Established​​
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