SQL, NoSQL, query optimization and data modeling
62 posts
In the evolving landscape of database engineering, the choice between Structured Query Language (SQL) and non-relational (NoSQL) systems is rarely binary. For intermediate and advanced developers, understanding the nuanced trade-offs between these paradigms is critical for designing resilient, sc...
MySQL 8.0 marked a significant paradigm shift for the world's most popular open-source database. By introducing full support for Window Functions and Common Table Expressions (CTEs), MySQL finally caught up to PostgreSQL and Oracle in handling complex analytical workloads. However, with great pow...
In the realm of database engineering, few concepts carry as much weight as indexing. It is the primary lever developers and architects pull to transform sluggish, timeout-prone queries into lightning-fast responses. However, indexing is not a "set it and forget it" feature. Without a deep underst...
In the realm of modern database engineering, the ability to execute complex operations without compromising data integrity is paramount. Whether you are building a banking system processing millions of dollars or an e-commerce platform managing inventory, the margin for error is non-existent. Thi...
In the realm of modern database engineering, Event Sourcing has emerged as a powerful pattern for building scalable, auditable, and resilient systems. Unlike traditional CRUD applications that store the current state of data, event-sourced systems store the sequence of events that led to that sta...
In the realm of distributed systems, Event Sourcing has emerged as a powerful paradigm for achieving temporal consistency and auditability. By treating state changes as an immutable sequence of events, organizations can reconstruct application state at any point in time. However, this approach in...
In modern microservices architectures, the "one database to rule them all" approach is rarely sufficient. Different services often require different data models—some need the ACID guarantees of relational data, while others demand the flexible schema of document stores or the graph traversal capa...