Introduction to Database SystemsCovers the fundamentals of database systems, including data modeling, information processing, and the challenges of managing large volumes of data.
Relational Databases: FundamentalsCovers relational and spatial databases, including storage, management systems, ACID properties, historical typologies, primary and foreign keys, and spatial functions.
Cost-based Query OptimizationExplores cost-based query optimization in database systems, covering cost estimation, selectivity estimation, and join cardinality.
Efficient GPU Join OptimizationCovers efficient GPU-accelerated join optimization for complex queries, focusing on improving optimization times and heuristic plan quality.
Relational Model: BasicsIntroduces the relational model, SQL, keys, integrity constraints, ER translation, weak entities, ISA hierarchies, and SQL vs. noSQL.