Session

Essential but Overlooked Data Management Principles

Workshop covering a gamut of topics for how to architect and manage a world-class database providing a source of truth. Topics:

Maintaining Meaningful Determinism - Data Ingestion & Flows, Transaction Models, Identifying Entities

Data Lineage - History, Audits, Change Tracking, Sourcing

Migrations and Testing - Schema & Data Consistency, Zero Downtime

Governance - Creating Accurate Metadata, Automated and Human Data Enrichment, Entity Management and De-duplication, Access Control

Caches & Specialized Databases - Synchronization Strategies, Avoiding the “Two Wristwatches” Problem

Chris Shaffer

CTO / Data Architect

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