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Lecture
Query Optimization: Heuristics and Cost-Based Approach
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Efficient GPU Join Optimization
Covers efficient GPU-accelerated join optimization for complex queries, focusing on improving optimization times and heuristic plan quality.
Query Optimization: Heuristics and Cost-based Strategies
Explores heuristic-based query optimization, join ordering, and cost estimation strategies in database systems.
Efficient GPU Join Optimization
Discusses efficient GPU-accelerated join optimization for complex queries, aiming to improve optimization times and heuristic plan quality.
Micro-architectural Analysis of Database Workloads
Explores the micro-architectural analysis of modern DBMS, focusing on performance optimization and data cache stall mitigation.
Storage Technologies Overview
Covers the basics of storage technologies and database system architecture.
OLAP Queries: Aggregations, Cube Operator, and Optimizations
Explores OLAP queries, cube operator, super-aggregates, and optimization techniques.
Query Processing with Relational Operations
Covers query processing with relational operations, including query optimization and different join algorithms.
Advanced Metaprogramming Queries: Code Volume & Complexity
Explores managing large codebases, higher abstraction levels, CodeDB, Datalog queries, and program analysis.
Query Operators: Joins and Query Processing Techniques
Discusses advanced query operators, focusing on join techniques and their processing methods in relational databases.
MLIR: Compiler Infrastructure
Covers MLIR, a compiler infrastructure for domain-specific computation, emphasizing the importance of multiple abstraction levels and higher-level semantics.
