【database】database domain knowledge
Database Principles
Database Systems Design
Advanced Database Technology
一、Database principles
Relational data model – relational algebra
SQL – DDL, DML, DCL, ODBC(JDBC)
Database design? — Entity-Relationship model
Relation normal forms
XML – DTD, XML Schema, XPath, XQuery
Object data model(*)
Database application development
?
二、Database System Design
Storage and File Organization
Indexing and Hashing
Query Processing
Query Optimization
Concurrency Control - lock-based? protocols
Recovery - log-based mechanisms
Project – MiniSQL
三、Advanced Database Technology
Parallel Databases
Distributed Databases
Information Retrieval and Web Search
Business Intelligence?
?? - OLAP and Data Mining
Advanced Application Development
Advanced Data Types and New Applications
?? - Temporal and Spatial Databases
?? - Multimedia Databases
?? - Graph Data Management
?? - Cloud Data Management
?
Others、course reference
Proceedings? of? VLDB 2011, 2012
Proceedings of? ACM SIGMOD 2011,2012
Proceedings of? ICDE? 2011, 2012
Proceedings of? NDBC 2011, 2012
?
Tips、
Buffer Management（LRU，clock）
Index（B+ tree， hash）
Query optimization
Transaction properties
Lock-based concurrency control
Log-based recovery
總結(jié)
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