01:28:00

#05 - Row vs. Column Storage + Compression ✸ StarTree Database Talk (CMU Intro to Database Systems)

01:22:41

#04 - Database Storage: Log-Structured Merge Trees & Tuples (CMU Intro to Database Systems)

01:22:28

#03 - Database Storage: Files & Pages ✸ Neon Database Talk (CMU Intro to Database Systems)

01:18:45

#02 - Modern SQL (CMU Intro to Database Systems)

01:23:38

#01 - Relational Model & Algebra (CMU Intro to Database Systems)

21:20

#00 - Course Overview & Logistics (CMU Intro to Database Systems)

01:04:03

S2024 #22 - Amazon Redshift Data Warehouse System (CMU Advanced Database Systems)

01:21:10

S2024 #21 - Yellowbrick Data Warehouse System (CMU Advanced Database Systems)

01:02:13

S2024 #20 - DuckDB Embedded Database System (CMU Advanced Database Systems)

01:20:55

S2024 #19 - Snowflake Data Warehouse Internals (CMU Advanced Database Systems)

01:07:30

S2024 #18 - Databricks Photon / Spark SQL (CMU Advanced Database Systems)

01:08:59

S2024 #17 - Google BigQuery / Dremel (CMU Advanced Database Systems)

43:13

S2024 #15 - Query Optimizer Implementation 3 (CMU Advanced Database Systems)

01:20:31

S2024 #14 - Query Optimizer Implementation 2 (CMU Advanced Database Systems)

01:23:31

S2024 #13 - Query Optimizer Implementation 1 (CMU Advanced Database Systems)

01:22:56

S2024 #12 - Database Networking Protocols (CMU Advanced Database Systems)

01:20:25

S2024 #11 - User-Defined Function Optimizations (CMU Advanced Database Systems)

01:09:43

S2024 #10 - Multi-Way Join Algorithms / Worst-Case Optimal Joins (CMU Advanced Database Systems)

01:25:37

S2024 #09 - Parallel Hash Join Algorithms (CMU Advanced Database Systems)

01:24:31

S2024 #08 - Query Scheduling & Coordination (CMU Advanced Database Systems)

01:21:57

S2024 #07 - JIT Query Compilation & Code Generation (CMU Advanced Database Systems)

01:18:40

S2024 #06 - Vectorized Query Execution Using SIMD (CMU Advanced Database Systems)

01:24:55

S2024 #05 - Query Execution & Processing Part 2 (CMU Advanced Database Systems)

01:23:44

S2024 #04 - Query Execution & Processing Part 1 (CMU Advanced Database Systems)

01:21:48

S2024 #03 - Data Formats & Encoding Part 2 (CMU Advanced Database Systems)

01:23:08

S2024 #02 - Data Formats & Encoding Part 1 (CMU Advanced Database Systems)

01:09:05

S2024 #01 - Modern OLAP Database Systems (CMU Advanced Database Systems)

33:18

S2024 #00 - Course Overview & Logistics (CMU Advanced Database Systems)

01:21:48

F2023 #25 - Potpourri: Redis, CockroachDB, Snowflake, MangoDB, TabDB (CMU Intro to Database Systems)

01:15:35

F2023 #24 - SingleStore Database Overview (CMU Intro to Database Systems)

01:23:01

F2023 #23 - Distributed Data Warehouse OLAP Databases (CMU Intro to Database Systems)

01:00:43

Chroma Vector Database: Retrieval for LLMs (Hammad Bashir + Liquan Pei)

01:24:36

F2023 #22 - Distributed Transaction Processing Databases (CMU Intro to Database Systems)

01:10:37

pgvector: Stylish Hierarchical Navigable Small World Indexes (Jonathan Katz)

01:21:21

F2023 #21 - Intro to Distributed Databases (CMU Intro to Database Systems)

01:24:05

F2023 #20 - Database Recovery (CMU Intro to Database Systems)

01:01:17

Alibaba: Domain Knowledge Augmented AI for Databases (Jian Tan)

01:23:20

F2023 #19 - Database Logging (CMU Intro to Database Systems)

01:00:29

Milvus: A Purpose-Built Vector Data Management System! (Li Liu)

01:20:54

F2023 #18 - Multi-Version Concurrency Control (CMU Intro to Database Systems)

01:22:01

F2023 #17 - Timestamp Ordering Concurrency Control (CMU Intro to Database Systems)

01:20:49

F2023 #16 - Two-Phase Locking Concurrency Control (CMU Intro to Database Systems)

01:03:19

Akamas: Autonomous Performance Optimization (Stefano Cereda)

01:08:40

F2023 #15 - Concurrency Control Theory (CMU Intro to Database Systems)

57:51

Lance: A Modern Columnar Data Format (Chang She)

01:18:54

F2023 #14 - Query Planning & Optimization (CMU Intro to Database Systems)

01:16:20

F2023 #13 - Query Execution Part 2 (CMU Intro to Database Systems)

01:03:16

FeatureBase: A Deep Dive (Pat O'Keeffe)

01:05:23

FeatureForm: Feature Store Architectures & Technical Challenges (Simba Khadder)

01:18:33

F2023 #12 - Query Execution Part 1 (CMU Intro to Database Systems)

01:04:20

Weaviate: An Architectural Deep Dive (Etienne Dilocker)

01:15:15

F2023 #11 - Join Algorithms (CMU Intro to Database Systems)

01:05:24

F2023 #10 - Sorting & Aggregation Algorithms (CMU Intro to Database Systems)

01:19:59

F2023 #09 - Index Concurrency Control (CMU Intro to Database Systems)

58:12

Less is More with PostgresML (Montana Low)

01:22:47

F2023 #08 - B+Tree Indexes (CMU Intro to Database Systems)

01:18:46

F2023 #07 - Hash Tables (CMU Intro to Database Systems)

01:06:32

OtterTune: AI-Powered Database Optimization as a Service! (Dana Van Aken)

01:22:44

F2023 #06 - Database Memory & Disk I/O Management (CMU Intro to Database Systems)

01:02:38

Qdrant: Open Source Vector Search Engine and Vector Database (Andrey Vasnetsov)