Database Architecture & Scaling Issues

[MuhammadKhalilzadeh]

Question: "How will the database perform with enterprise-scale compliance data (10k+ projects, millions of assessments)?" Each should follow the Approach Methodology: Discovery → Architecture Design → Iterative Development → Quality Gates → Deployment Strategy → Optimization Cycle, ensuring every decision is documented, measurable, and reversible.

• - Indexing Strategy: Create composite indexes for project-framework-user queries
• - Query Optimization: Implement query plan analysis for complex compliance reports
• - Read Replicas: Set up read replicas for reporting queries
• - Partitioning: Consider table partitioning for time-series compliance data
• - Connection Pooling: Optimize pgBouncer configuration for concurrent connections
• - Data Archival: Implement archival strategy for completed assessments