| Aug 25 |
Lecture #00: Course Overview & Logistics (On-line Only)
- Slides:
- Download
- Video:
- Watch
- Project:
- C++ Primer
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| Aug 26 |
Lecture #01: Relational Model & Algebra
- Slides:
- Download
- Notes:
- Download
- Video:
- Watch
- Readings:
- Chapters 1-2, 27
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| Aug 28 |
Lecture #02: Modern SQL
- Slides:
- Download
- Notes:
- Download
- Video:
- Watch
- Readings:
- Chapters 3-5
- Homework:
- SQL
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| Sep 02 |
Labor Day — No Class |
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| Sep 04 |
Lecture #03: Database Storage I
- Slides:
- Download
- Notes:
- Download
- Video:
- Watch
- Flash Talk:
- Heikki Linnakangas (Neon)
- Readings:
- Chapter 12.1-12.4, 13.2-13.3
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| Sep 09 |
Lecture #04: Database Storage II
- Slides:
- Download
- Notes:
- Download
- Video:
- Watch
- Readings:
- Chapter 24.2
- Project:
- Buffer Pool Manager
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| Sep 11 |
Lecture #05: Storage Models & Compression
- Slides:
- Download
- Video:
- Watch
- Flash Talk:
- Xiang Fu (StarTree)
- Readings:
- Chapter 11.2, 13.6
- Homework:
- Storage
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| Sep 16 |
Lecture #06: Memory Management
- Slides:
- Download
- Readings:
- Chapter 13.2-13.5
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| Sep 18 |
Lecture #07: Hash Tables
- Flash Talk:
- Molham Aref (RelationalAI)
- Readings:
- Chapter 14.5, 24.5
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| Sep 23 |
Lecture #08: Indexes & Filters I
- Readings:
- Chapter 14.1-14.4
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| Sep 25 |
Lecture #09: Indexes & Filters II
- Flash Talk:
- Ed Huang (PingCAP TiDB)
- Readings:
- Chapter 14.1-14.4
- Homework:
- Indexes & Filters
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| Sep 30 |
Lecture #10: Index Concurrency Control
- Readings:
- Chapter 18.10.2
- Project:
- Database Index
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| Oct 02 |
Lecture #11: Sorting & Aggregations Algorithms
- Flash Talk:
- Drew Banin (dbt Labs)
- Readings:
- Chapter 15.4-15.5
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| Oct 07 |
Lecture #12: Joins Algorithms
- Readings:
- Chapter 15.4-15.6
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| Oct 09 |
Mid-Term Exam |
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| Oct 14 |
Fall Break — No Class |
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| Oct 16 |
Fall Break — No Class |
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| Oct 21 |
Lecture #13: Query Execution I
- Readings:
- Chapter 15.1-15.3, 15.7
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| Oct 23 |
Lecture #14: Query Execution II
- Flash Talk:
- Robert Schulze (ClickHouse)
- Readings:
- Chapter 22
- Homework:
- Query Execution
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| Oct 28 |
Lecture #15: Query Planning & Optimization
- Readings:
- Chapter 16
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| Oct 30 |
Lecture #16: Concurrency Control Theory
- Flash Talk:
- Mosha Pasumansky (Firebolt)
- Readings:
- Chapter 18
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| Nov 04 |
Lecture #17: Two-Phase Locking Concurrency Control
- Readings:
- Chapter 18.1-18.3, 18.9
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| Nov 06 |
Lecture #18: Timestamp Ordering Concurrency Control
- Flash Talk:
- Etienne Dilocker (Weaviate)
- Readings:
- Chapter 18.5-18.6
- Homework:
- Concurrency Control
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| Nov 11 |
Lecture #19: Multi-Version Concurrency Control
- Readings:
- Chapter 18.7-18.8
- Project:
- Concurrency Control
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| Nov 13 |
Lecture #20: Database Logging
- Flash Talk:
- TBA (Confluent)
- Readings:
- Chapter 19.1-19.8
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| Nov 18 |
Lecture #21: Database Recovery
- Readings:
- Chapter 19.1-19.9
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| Nov 20 |
Lecture #22: Introduction to Distributed Databases
- Flash Talk:
- Jonathan Ellis (DataStax)
- Readings:
- Chapter 20.4-20.5, 21, 23.1-23.4
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| Nov 25 |
Lecture #23: Distributed OLTP Database Systems
- Readings:
- Chapter 20.4-20.5, 21, 23.1-23.4
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| Nov 27 |
Thanksgiving — No Class
- Homework:
- Distributed Databases
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| Dec 02 |
Lecture #24: Distributed OLAP Database Systems
- Readings:
- Chapter 20.7, 22.9
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| Dec 04 |
Lecture #25: Final Review + Systems Potpourri |
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