CMU Database Group

23 - Meta Velox (CMU Advanced Databases / Spring 2023)

25 - Snowflake Database Architecture Overview (CMU Intro to Database Systems / Fall 2022)

23 - Distributed Analytical Database Systems (CMU Intro to Database Systems / Fall 2022)

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

14 - Query Planning & Optimization (CMU Intro to Database Systems / Fall 2022)

08 - Vectorized Query Execution with SIMD (CMU Advanced Databases / Spring 2023)

15 - Vectorized Execution (CMU Databases / Spring 2020)

A Deep Dive into Spark SQL's Catalyst Optimizer (Cheng Lian + Maryann Xue, DataBricks)

17 - Timestamp Ordering Concurrency Control (CMU Intro to Database Systems / Fall 2021)

F2023 #03 - Database Storage Part 1 (CMU Intro to Database Systems)

20 - Databricks Photon / Spark SQL (CMU Advanced Databases / Spring 2023)

04 - Multi-Version Concurrency Control [Protocols] (CMU Databases / Spring 2020)

How to Count Things with dbt - Data Build Tool (Drew Banin)

CMU Advanced Database Systems - 02 Transaction Models & In-Memory Concurrency Control (Spring 2019)

The TileDB Universal Database (Stavros Papadopoulos)

CMU Database Systems - 20 Multi-Version Concurrency Control (Fall 2017)

Materialize: A Streaming SQL Database Powered by Timely Dataflow (Arjun Narayan, Materialize)

21 - Snowflake Data Warehouse Internals (CMU Advanced Databases / Spring 2023)

Bodo: Automatic HPC Performance and Scaling for Data Processing in Python (Ehsan Totoni)

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

D. Richard Hipp - SQLite [The Databaseology Lectures - CMU Fall 2015]

19 - Google BigQuery / Dremel (CMU Advanced Databases / Spring 2023)

Hardware Accelerated Database Lectures #3 - SQream DB (Jake Wheat + Arnon Shimoni)

Orca: A Modular Query Optimizer Architecture for VMware Greenplum (Venkatesh Raghavan)

20 - Database Recovery (CMU Intro to Database Systems / Fall 2021)

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

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

TerminusDB: Building a Native Revision Control DB from Scratch (Gavin Mendel-Gleason)

21 - Introduction to Distributed Databases (CMU Intro to Database Systems / Fall 2022)

03 - Database Storage Models & Data Layout (CMU Advanced Databases / Spring 2023)

24 - Embedded Database Logic (CMU Intro to Database Systems / Fall 2022)

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

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

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

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

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

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

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

15 - Database Networking (CMU Advanced Databases / Spring 2023)

19 - Database Logging & Shadow Paging (CMU Intro to Database Systems / Fall 2022)

Umbra: A Disk-Based System with In-Memory Performance (Thomas Neumann)

CMU Database Systems - 15 Embedded Database Logic (Fall 2017)

04 - Analytical Database Indexes (CMU Advanced Databases / Spring 2023)

18 - Multi-Version Concurrency Control (CMU Intro to Database Systems / Fall 2021)

FeatureBase: A Deep Dive (Pat O'Keeffe)

CMU Advanced Database Systems - 18 Parallel Sort-Merge Join Algorithms (Spring 2019)

17 - Query Optimizer Implementations - Part 2 (CMU Advanced Databases / Spring 2023)

rqlite: The Distributed Database Built on Raft and SQLite (Philip O'Toole)

21 - Introduction to Distributed Databases (CMU Intro to Database Systems / Fall 2021)

12 - Parallel Sort-Merge Join Algorithms (CMU Advanced Databases / Spring 2023)

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