Index Tuning with Multi-armed Bandits

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Data Streams and Approximation

Explores data stream management, real-time analytics, data stream models, and processing challenges.

Query Optimization: Heuristics and Cost-based Strategies

Explores heuristic-based query optimization, join ordering, and cost estimation strategies in database systems.

Data Perturbation: Protecting Privacy in Database Systems

Explores data perturbation for privacy protection in database systems, including aggregate reconstruction and its application in data mining.

Query Operators: Joins and Query Processing Techniques

Discusses advanced query operators, focusing on join techniques and their processing methods in relational databases.

Relational Databases: Fundamentals

Covers relational and spatial databases, including storage, management systems, ACID properties, historical typologies, primary and foreign keys, and spatial functions.

Relational Databases: Fundamentals and ACID Properties

Covers relational databases, transactions, and data consistency in the context of historical database typologies.

Iterator Model: Query Processing in Database Systems

Explores the iterator model in query processing for database systems, focusing on tuple-at-a-time execution and interpreted expression evaluation.

Data Wrangling with Hadoop

Covers data wrangling techniques using Hadoop, focusing on row versus column-oriented databases, popular storage formats, and HBase-Hive integration.

Relational Algebra and SQL: Foundations of Database Management

Introduces the relational model and relational algebra, focusing on SQL and its operations for effective database management.

Query Optimization: Improving Database Performance

Discusses query optimization in database systems, emphasizing the impact on performance and the decisions involved in improving database performance.