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Advanced Database

Advanced Database course explores advanced concepts in database systems, including relational models, Extended ER models, NoSQL databases, and big data processing. Students will learn about query optimization, distributed databases, object-relational databases, and emerging technologies like MapReduce and Hadoop. The course covers topics such as active databases, temporal, spatial, and multimedia databases, and information retrieval systems. Practical lab work and a mini project will enable students to apply these concepts in real-world database applications.

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Enhanced Entity Relationship Model and Relational Model

Entity Relationship Model Revised; Subclasses, Superclasses and Inheritance; Specialization and Generalization; Constraints and characteristics of specialization and Generalization; Union Types; Aggregation; Relational Model Revised; Converting ER and EER Model to Relational Model; SQL and Advanced Features; Concepts of File Structures, Hashing, and Indexing

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Object and Object Relational Databases

Object Database Concepts; Object Database Extensions to SQL; The ODMG Object Model and the Object Definition Language ODL; Object Database Conceptual Design; Object Query Language OQL; Language Binding in the ODMG Standard

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Query Processing and Optimization

Concept of Query Processing; Query Trees and Heuristics for Query Optimization; Choice of Query Execution Plans; Cost-Based Optimization

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Distributed Databases, NOSQL Systems, and BigData

Distributed Database Concepts and Advantages; Data Fragmentation, Replication and Allocation Techniques for Distributed Database Design; Types of Distributed Database Systems; Distributed Database Architectures Introduction to NOSQL Systems; The CAP Theorem; Document-based, Key-value Stores, Column-based, and Graph-based Systems; BigData; MapReduce; Hadoop

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Advanced Database Models, Systems, and Applications

Active Database Concepts and Triggers; Temporal Database Concepts; Spatial Database Concepts; Multimedia Database Concepts; Deductive Database Concepts; Introduction to Information Retrieval and Web Search

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