Database
Introduction
- Database-System Applications
- Purpose of Database Systems
- View of Data
- Database Languages
- Relational Databases
- Database Design
- Data Storage and Querying
- Transaction Management
- Database Architecture
- Data Mining and Information Retrieval
- Specialty Databases
- Database Users and Administrators
- History of Database Systems
- Summary, Exercises and Bibliographical Notes
Introduction to the RelationalModel
- Structure of Relational Databases
- Database Schema
- Keys
- Schema Diagrams
- Relational Query Languages
- Relational Operations
- Summary, Exercises and Bibliographical Notes
Introduction to SQL
- Overview of the SQL Query Language
- SQL Data Definition
- Basic Structure of SQL Queries
- Additional Basic Operations
- Set Operations
- Null Values
- Aggregate Functions
- Nested Subqueries
- Modification of the Database
- Summary, Exercises and Bibliographical Notes
Intermediate SQL
- Join Expressions
- Views
- Transactions
- Integrity Constraints
- SQL Data Types and Schemas
- Authorization
- Summary, Exercises and Bibliographical Notes
Advanced SQL
See Topics ...
- Accessing SQL From a Programming
Language
- Functions and Procedures
- Triggers
- Recursive Queries**
- Advanced Aggregation Features**
- OLAP**
- Summary, Exercises and Bibliographical Notes
Formal Relational Query Languages
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- The Relational Algebra
- The Tuple Relational Calculus
- The Domain Relational Calculus
- Summary, Exercises and Bibliographical Notes
Database Design and the E-R Model
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- Overview of the Design Process
- The Entity-Relationship Model
- Constraints
- Removing Redundant Attributes in
Entity Sets
- Entity-Relationship Diagrams
- Reduction to Relational Schemas
- Entity-Relationship Design Issues
- Extended E-R Features
- Alternative Notations for Modeling
Data
- Other Aspects of Database Design
- Summary, Exercises and Bibliographical Notes
Relational Database Design
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- Features of Good Relational
Designs
- Atomic Domains and First Normal
Form
- Decomposition Using Functional
Dependencies
- Functional-Dependency Theory
- Algorithms for Decomposition
- Decomposition Using Multivalued
Dependencies
- More Normal Forms
- Database-Design Process
- Modeling Temporal Data
- Summary, Exercises and Bibliographical Notes
Application Design and Development
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- Application Programs and User
Interfaces
- Web Fundamentals
- Servlets and JSP
- Application Architectures
- Rapid Application Development
- Application Performance
- Application Security
- Encryption and Its Applications
- Summary, Exercises and Bibliographical Notes
Storage and File Structure
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- Overview of Physical Storage
Media
- Magnetic Disk and Flash Storage
- RAID
- Tertiary Storage
- File Organization
- Organization of Records in Files
- Data-Dictionary Storage
- Database Buffer
- Summary, Exercises and Bibliographical Notes
Indexing and Hashing
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- Basic Concepts
- Ordered Indices
- B+-Tree Index Files
- B+-Tree Extensions
- Multiple-Key Access
- Static Hashing
- Dynamic Hashing
- Comparison of Ordered Indexing and
Hashing
- Bitmap Indices
- Index Definition in SQL
- Summary, Exercises and Bibliographical Notes
Query Processing
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- Overview
- Measures of Query Cost
- Selection Operation
- Sorting
- Join Operation
- Other Operations
- Evaluation of Expressions
- Summary, Exercises and Bibliographical Notes
Query Optimization
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- Overview
- Transformation of Relational
Expressions
- Estimating Statistics of Expression
Results
- Choice of Evaluation Plans
- Materialized Views**
- Advanced Topics in Query
Optimization**
- Summary, Exercises and Bibliographical Notes
Transactions
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- Transaction Concept
- A Simple Transaction Model
- Storage Structure
- Transaction Atomicity and
Durability
- Transaction Isolation
- Serializability
- Transaction Isolation and
Atomicity
- Transaction Isolation Levels
- Implementation of Isolation Levels
- Transactions as SQL Statements
- Summary, Exercises and Bibliographical Notes
Concurrency Control
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- Lock-Based Protocols
- Deadlock Handling
- Multiple Granularity
- Timestamp-Based Protocols
- Validation-Based Protocols
- Multiversion Schemes
- Snapshot Isolation
- Insert Operations, Delete Operations,
and Predicate Reads
- Weak Levels of Consistency in
Practice
- Concurrency in Index Structures**
- Summary, Exercises and Bibliographical Notes
Recovery System
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- Failure Classification
- Storage
- Recovery and Atomicity
- Recovery Algorithm
- Buffer Management
- Failure with Loss of Nonvolatile
Storage
- Early Lock Release and Logical Undo
Operations
- ARIES**
- Remote Backup Systems
- Summary, Exercises and Bibliographical Notes
Database-System Architectures
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- Centralized and Client–Server
Architectures
- Server System Architectures
- Parallel Systems
- Distributed Systems
- Network Types
- Summary, Exercises and Bibliographical Notes
Parallel Databases
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- Introduction
- I/O Parallelism
- Interquery Parallelism
- Intraquery Parallelism
- Intraoperation Parallelism
- Interoperation Parallelism
- Query Optimization
- Design of Parallel Systems
- Parallelism on Multicore
Processors
- Summary, Exercises and Bibliographical Notes
Distributed Databases
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- Homogeneous and Heterogeneous
Databases
- Distributed Data Storage
- Distributed Transactions
- Commit Protocols
- Concurrency Control in Distributed
Databases/li>
- Availability
- Distributed Query Processing
- Heterogeneous Distributed
Databases
- Cloud-Based Databases
- Directory Systems
- Summary, Exercises and Bibliographical Notes
DataWarehousing andMining
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- Decision-Support Systems
- DataWarehousing
- Data Mining
- Classification
- Association Rules
- Other Types of Associations
- Clustering
- Other Forms of Data Mining
- Summary, Exercises and Bibliographical Notes
Information Retrieval
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- Overview
- Relevance Ranking Using Terms
- Relevance Using Hyperlinks
- Synonyms, Homonyms, and
Ontologies
- Indexing of Documents
- Measuring Retrieval Effectiveness
- Crawling and Indexing the Web
- Information Retrieval: Beyond Ranking
of Pages
- Directories and Categories
- Summary, Exercises and Bibliographical Notes
Object-Based Databases
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- Overview
- Complex Data Types
- Structured Types and Inheritance in
SQL
- Table Inheritance
- Array and Multiset Types in SQL
- Object-Identity and Reference Types in
SQL
- Implementing O-R Features
- Persistent Programming
Languages
- Object-Relational Mapping
- Object-Oriented versus
Object-Relational
- Summary, Exercises and Bibliographical Notes
XML
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- Motivation
- Structure of XML Data
- XML Document Schema
- Querying and Transformation
- Application Program Interfaces to
XML
- Storage of XML Data
- XML Applications
- Summary, Exercises and Bibliographical Notes
Advanced Application Development
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- Performance Tuning
- Performance Benchmarks
- Other Issues in Application
Development
- Standardization
- Summary, Exercises and Bibliographical Notes
Spatial and Temporal Data andMobility
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- Motivation
- Time in Databases
- Spatial and Geographic Data
- Multimedia Databases
- Mobility and Personal Databases
- Summary, Exercises and Bibliographical Notes
Advanced Transaction Processing
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- Transaction-Processing Monitors
- TransactionalWorkflows
- E-Commerce
- Main-Memory Databases
- Real-Time Transaction Systems
- Long-Duration Transactions
- Summary, Exercises and Bibliographical Notes
PostgreSQL
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- Introduction
- User Interfaces
- SQL Variations and Extensions
- Transaction Management in
PostgreSQL
- Storage and Indexing
- Query Processing and
Optimization
- Summary, Exercises and Bibliographical Notes
Oracle
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- Database Design and Querying
Tools
- SQL Variations and Extensions
- Storage and Indexing
- Query Processing and
Optimization
- Concurrency Control and
Recovery
- System Architecture
- Replication, Distribution, and External
Data
- Database Administration Tools
- Data Mining , Bibliographical Notes
IBM DB2 Universal Database
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- Overview
- Database-Design Tools
- SQL Variations and Extensions
- Storage and Indexing
- Multidimensional Clustering
- Query Processing and
Optimization
- Materialized Query Tables
- Autonomic Features in DB2
- Tools and Utilities
- Concurrency Control and
Recovery
- System Architecture
- Replication, Distribution, and External
Data
- Business Intelligence Features, Bibliographical Notes
Microsoft SQL Server
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See Topics ...
- Management, Design, and Querying
Tools
- SQL Variations and Extensions
- Storage and Indexing
- Query Processing and
Optimization
- Concurrency and Recovery
- System Architecture
- Data Access
- Distributed Heterogeneous Query
Processing
- Replication
- Server Programming in .NET
- XML Support
- SQL Server Service Broker
- Business Intelligence , Bibliographical Notes
