Learn SQL with Real Code Examples
Updated Nov 27, 2025
Architecture
Client-server architecture: client sends SQL queries to RDBMS server
Query parser and optimizer interprets SQL commands
Execution engine retrieves and manipulates data
Transaction manager ensures ACID compliance
Storage engine manages physical data storage and indexing
Rendering Model
Client submits SQL query to database server
Query parser and optimizer interprets SQL command
Execution engine retrieves/manipulates data
Transaction manager ensures consistency
Results returned to client
Architectural Patterns
Client-server model
Layered architecture with parser, optimizer, execution engine, storage
Transaction management for ACID compliance
Indexing and query optimization layers
Views and stored procedures for abstraction
Real World Architectures
Enterprise transactional systems (banking, e-commerce)
Data warehouses for analytics and BI
Web application backends with RDBMS
Reporting and dashboards with aggregated data
High-concurrency systems with replication and clustering
Design Principles
Declarative querying
Relational data integrity and normalization
ACID-compliant transactions
Standardized syntax across RDBMS
Extensible with vendor-specific features
Scalability Guide
Use indexing and query optimization
Partition large tables (sharding) if supported
Use replication for read scaling
Leverage connection pooling
Monitor slow queries and optimize execution
Migration Guide
Export and import SQL scripts for migration
Update schema using ALTER statements
Test queries after migration
Adjust for vendor-specific SQL differences
Ensure constraints, indexes, and transactions are preserved