08 - Vectorized Query Execution with SIMD (CMU Advanced Databases / Spring 2023)
Prof. Andy Pavlo (https://www.cs.cmu.edu/~pavlo/) Slides: https://15721.courses.cs.cmu.edu/spri... 15-721 Advanced Database Systems (Spring 2023) Carnegie Mellon University https://15721.courses.cs.cmu.edu/spri...
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09 - Query Compilation & JIT Code Generation (CMU Advanced Databases / Spring 2023)
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Harvard CS50’s Intro to Databases with SQL – Full University Course
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Let's build GPT: from scratch, in code, spelled out.
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SIMD and vectorization using AVX intrinsic functions (Tutorial)
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std::simd: How to Express Inherent Parallelism Efficiently Via Data-parallel Types - Matthias Kretz
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01 - History of Databases (CMU Advanced Databases / Spring 2023)
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DuckDB, Apache Arrow, & the Future of Data Engineering w/ Rusty Conover | S2E3
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🔥 Why More Database Connections Make Your App Slower
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10 - Query Vectorization vs. Compilation (CMU Advanced Databases / Spring 2023)
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Modern Architecture 101 for New Engineers & Forgetful Experts - Jerry Nixon - NDC Copenhagen 2025
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"Transactions: myths, surprises and opportunities" by Martin Kleppmann
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Intrinsic Functions - Vector Processing Extensions
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22 - DuckDB Internals (CMU Advanced Databases / Spring 2023)
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Self-Driving Databases with Andy Pavlo: AI-Native Databases #1
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Lance: A Modern Columnar Data Format (Chang She)
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The Art of SIMD Programming by Sergey Slotin
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Michael Stonebraker | Big Data is (at least) Four Different Problems
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Turing Award Winner: Disagreeing with Google, Postgres, Future Problems | Mike Stonebraker
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24 - Amazon Redshift Internals (CMU Advanced Databases / Spring 2023)
![Adventures in SIMD-Thinking - Bob Steagall - [CppNow 2021]](https://i.ytimg.com/vi/1FPobiebZLE/hqdefault.jpg?sqp=-oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE=&rs=AOn4CLCGMwCKPyHUduv4837vdnv2sXAz5g)
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