卡内基梅隆 高级数据库 2019 (CMU 15-721 Advanced Database Systems, Spring 2019)【英】

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2019-04-23 07:00:01
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讲师:Andy Pavlo 课程地址:https://15721.courses.cs.cmu.edu/spring2019/ 讲义:https://15721.courses.cs.cmu.edu/spring2019/schedule.html 公开课目录:https://github.com/wenhan-wu/OpenCourseCatalog
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01 In-Memory Databases (Spring 2019)
01:06:57
02 Transaction Models & In-Memory Concurrency Control (Spring 2019)
01:40:50
03 Multi-Version Concurrency Control Design Decisions (Spring 2019)
01:19:40
04 Multi-Version Concurrency Control Protocols (Spring 2019)
01:18:02
05 MVCC Garbage Collection (Spring 2019)
01:19:07
06 Index Locking & Latching (Spring 2019)
01:19:47
07 OLTP Indexes- Latch-free Data Structures (Spring 2019)
01:16:16
08 OLTP Indexes- Trie Data Structures (Spring 2019)
01:21:11
09 Storage Models & Data Layout (Spring 2019)
01:24:28
10 Database Compression (Spring 2019)
01:20:19
11 Larger-than-Memory Databases (Spring 2019)
01:12:03
12 Recovery Protocols (Spring 2019)
01:12:52
13 Networking Protocols (Spring 2019)
01:24:48
14 Scheduling (Spring 2019)
01:06:51
15 Query Processing & Execution (Spring 2019)
01:04:24
16 Server-side Logic Execution (Spring 2019)
01:02:42
17 Parallel Hash Join Algorithms (Spring 2019)
01:18:05
18 Parallel Sort-Merge Join Algorithms (Spring 2019)
01:00:03
19 Query Compilation & Code Generation (Spring 2019)
01:19:32
20 Vectorized Query Execution (Spring 2019)
01:02:54
21 Vectorization vs. Compilation (Spring 2019)
41:52
22 Query Optimizer Implementation (Part I) (Spring 2019)
01:15:05
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