Lock-Based Protocols Timestamp-Based Protocols Validation-Based Protocols Multiple Granularity Multiversion Schemes Insert and Delete Operations Concurrency in Index Structures

Transaction Concept Transaction State Concurrent Executions Serializability Recoverability Implementation of Isolation Transaction Definition in SQL Testing for Serializability

Introduction Transformation of Relational Expressions Catalog Information for Cost Estimation Statistical Information for Cost Estimation Cost-based optimization Dynamic Programming for Choosing Evaluation Plans Materialized views

Overview Measures of Query Cost Selection Operation Sorting Join Operation Other Operations Evaluation of Expressions

Basic Concepts Ordered Indices B+-Tree Index Files B-Tree Index Files Static Hashing Dynamic Hashing Comparison of Ordered Indexing and Hashing Index Definition in SQL Multiple-Key Access

Overview of Physical Storage Media Magnetic Disks RAID Tertiary Storage Storage Access File Organization Organization of Records in Files Data-Dictionary Storage

The Need for Databases Data Models Relational Databases Database Design Storage Manager Query Processing Transaction Manager [美] 西尔伯沙茨（Abrahm Silberschatz），[美] 科思（Henry F.Korth），[美] 苏达尔（S.Sudarshan） Database System Concepts Sixth Edition Avi Silberschatz Henry F. Korth S. Sudarshan McGraw-Hill ISBN 0-07-352332-1 Face The Real World of Database Systems Fully Equipped

电子科技大学：《大数据时代商业模式创新 Business model innovation》研究生课程教学资源（课件讲稿，杜义飞）

电子科技大学：《大数据时代商业模式创新 Business model innovation》研究生课程教学资源（讲座）换一个视角看清商业本质

电子科技大学：《大数据时代商业模式创新 Business Model Innovation in the Times of Big Data》研究生课程教学资源（教学大纲，杜义飞）