Intro to Database System
CMU 15-445 / 15-645 数据库系统课程笔记、中文整理与 CMU-DB 项目实验。
CMU 15-445 课程笔记
- 01 - Relational Model & Relational Algebra
- 02 - Modern SQL
- 03 - Database Storage 1
- 04 - Database Storage 2
- 05 - Columnar Databases & Compression
- 06 - Memory Management + Buffer Cache
- 07 - Hash Tables
- 08 - B+Tree Indexes
- 09 - Concurrent Indexes
- 10 - Sorting & Aggregation Algorithms
- 11 - Join Algorithms
- 12 - Query Execution 1
- 13 - Parallel Query Execution
- 14 - Query Planning & Optimization
- 15 - Concurrency Control Theory
- 16 - Two-Phase Locking in Databases
- 17 - Timestamp-Ordering Concurrency Control
- 18 - Multi-Version Concurrency Control MVCC
- 19 - Database Logging & Shadow Paging
- 20 - Database Recovery with ARIES
- 21 - Introduction to Distributed Databases
- 22 - Distributed Transactional Database Systems
- 23 - Distributed Analytical Database Systems
- 24 - Embedded Database Logic
- 26 - Live Call-in Q&A Lecture
- Embedded Database Logic