CMU《数据库系统导论》(2019) by Andy Pavlo
https://www.youtube.com/playlist?list=PLSE8ODhjZXjbohkNBWQs_otTrBTrjyohi
CMU 15-445/645 · Database System · 2019 Fall · by Andy Pavlo
https://15445.courses.cs.cmu.edu/fall2019/
本课程是关于数据库管理系统的设计与实现。主题包括数据模型(关系、文档、键/值)、存储模型(N元、分解)、查询语言(SQL、存储过程)、存储架构(堆、日志结构
视频选集
（25/26）
Course Introduction & Relational Model
01:06:44
Advanced SQL
01:20:20
Database Storage I
01:19:58
Database Storage II
01:13:50
Buffer Pools + Memory Management
01:19:00
Hash Tables
01:13:26
Tree Indexes I
01:18:02
Tree Indexes II
01:17:44
Multi-Threaded Index Concurrency Control
01:14:11
Sorting & Aggregations
01:18:22
Join Algorithms
01:11:35
Query Execution I
01:05:38
Query Execution II
01:12:52
Query Planning & Optimization I
01:02:55
Query Planning & Optimization II
01:19:00
Concurrency Control Theory
01:23:08
Two-Phase Locking Concurrency Control
01:07:20
Timestamp Ordering Concurrency Control
01:19:13
Multi-Version Concurrency Control
58:38
Database Logging Schemes
01:15:19
ARIES Database Recovery
01:18:07
Introduction to Distributed Databases
01:13:52
Distributed OLTP Databases
01:22:24
Distributed OLAP Databases
01:25:15
Shasank Chavan (Oracle In-Memory Databases)
01:20:35
Systems Potpourri (Facebook Scuba, MongoDB, CockroachDB)
01:11:33
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