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https://github.com/Sunt-ing/database-system-readings

:yum: A curated reading list about database systems
https://github.com/Sunt-ing/database-system-readings

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:yum: A curated reading list about database systems

Host: GitHub
URL: https://github.com/Sunt-ing/database-system-readings
Owner: Sunt-ing
License: mit
Created: 2021-09-11T05:43:08.000Z (about 3 years ago)
Default Branch: main
Last Pushed: 2022-05-03T04:49:22.000Z (over 2 years ago)
Last Synced: 2024-08-02T14:08:07.362Z (3 months ago)
Homepage:
Size: 13.2 MB
Stars: 465
Watchers: 8
Forks: 31
Open Issues: 98
Metadata Files:
- Readme: README.md
- License: LICENSE

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README

        # Introduction

This is a curated reading list about database systems, including personal digests of books/papers/blogs.

Booklist can be found in README, while paper and blog digests are located in the issue list. 

In the issue list, a closed issue means that the digest about it was finished, while an open one means that the digest is to-be-appeared or on-the-flying. 

For each paper digest, I try to answer the following questions: 

- What problem does the paper solve? Is it important? 

- How does it solve the problem? Any approaches new?

- What could be improved? 

- Anything interesting about it?

# Booklist

- Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

- Database Internals: A Deep Dive into How Distributed Data Systems Work

- Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing

- Stream Processing with Apache Flink

- Database System Concepts, 5th Edition

- Readings in Database Systems, 5th Edition

- Computer Systems: A Programmer's Perspective, 3th Edition

- The PhD Grind

# Referenced Reading Lists

## General 

- [:star:] [MIT 6.824 Distributed System Course](https://pdos.csail.mit.edu/6.824/schedule.html)

- [:star:] Yuanli Wang at BU: [Sys Reading](https://github.com/pentium3/sys_reading/issues)

- [:star:] Andy Pavlo at CMU: [Seminar 2021](https://db.cs.cmu.edu/seminar2021/)

- [:star:] Xiangfeng Zhu at UW: [Reading List](https://xzhu0027.gitbook.io/blog/reading-list)

- CMU: [CMU 15-721 Database Systems Reading List (Spring 2016)](https://15721.courses.cs.cmu.edu/spring2016/schedule.html)

- Lianke Qin at UCSB: [Paper](https://github.com/brucechin/paper)

- Reynold Xin at Databricks: [DB Readings](https://github.com/rxin/db-readings)

- UIUC: [https://systems-seminar-uiuc.github.io/fall20/index.html](https://systems-seminar-uiuc.github.io/fall20/index.html)

- UIUC: [https://docs.google.com/document/d/1gWQ_Uk60zIH6PvP1P4NYzz4TvrKWGCnltySBxwkradM/edit](https://docs.google.com/document/d/1gWQ_Uk60zIH6PvP1P4NYzz4TvrKWGCnltySBxwkradM/edit)

- NYU: [NYU System Seminar](https://github.com/fruffy/nyu-systems-seminar)

- UMass: [Systems Lunch](https://systems-lunch.org/)

- UCSD: [http://www.sysnet.ucsd.edu/classes/cse294/sp20/](http://www.sysnet.ucsd.edu/classes/cse294/sp20/)

- Cornell: [http://www.cs.cornell.edu/courses/cs7490/2020fa/](http://www.cs.cornell.edu/courses/cs7490/2020fa/)

- UW: [playlists](https://www.youtube.com/c/uwcse/playlists)

- [http://dancres.github.io/Pages/](http://dancres.github.io/Pages/)

- [Distributed System Readings](https://github.com/feilengcui008/distributed_system_readings)

- [Database Techiques Everyone Should Know](https://blog.acolyer.org/2016/01/03/database-techiques-everyone-should-know/)

- [https://github.com/mosharaf/eecs598/tree/w19-bigdata-ai](https://github.com/mosharaf/eecs598/tree/w19-bigdata-ai)

- Blogs of Dan Abadi at UMD: [DBMS Musings](http://dbmsmusings.blogspot.com/)

- Classical material on distributed systems: [Awesome Distributed Systems](https://github.com/theanalyst/awesome-distributed-systems)

- Alaikexisi at AWS (in Chinese): [https://www.zhihu.com/column/c_158208519](https://www.zhihu.com/column/c_158208519)

- Chinese translation set of classic papers in distributed system field: [http://duanple.com/?p=170](http://duanple.com/?p=170)

## System + Machine Learning

- Umich: [https://github.com/mosharaf/eecs598](https://github.com/mosharaf/eecs598)

- [https://github.com/mcanini/SysML-reading-list](https://github.com/mcanini/SysML-reading-list)

- [https://remziarpacidusseau.wixsite.com/mlos](https://remziarpacidusseau.wixsite.com/mlos)

## System Reliability

- JHU: [https://www.cs.jhu.edu/~huang/cs817/spring21/](https://www.cs.jhu.edu/~huang/cs817/spring21/)

- JHU: [https://www.cs.jhu.edu/~huang/cs624/spring21/syllabus.html](https://www.cs.jhu.edu/~huang/cs624/spring21/syllabus.html)

- UMich: [Summer School 2020](https://web.eecs.umich.edu/~manosk/summer-school-2020.html)

- [Systems Reading](https://github.com/lorin/systems-reading)

## In-Memory Databases

- CMU advanced database systems course

  - [course videos](https://www.youtube.com/watch?v=m72mt4VN9ik&list=PLSE8ODhjZXja7K1hjZ01UTVDnGQdx5v5U)

  - [course reading list](https://15721.courses.cs.cmu.edu/spring2019/schedule.html#jan-14-2019)

## Streaming Systems

- [:star:] Vasia at BU: 

  - [course DSPA 21](https://vasia.github.io/dspa21/readings.html)

  - [course DSPA 20](https://vasia.github.io/dspa20/readings.html)

- Jamie Brandon: [Scattered Thoughts](https://scattered-thoughts.net/)

- Dunith Dhanushka: [https://dunith.medium.com/](https://dunith.medium.com/)

- [streaming readings (in Chinese)](https://github.com/lw-lin/streaming-readings)