【论文分享】Bigtable

背景

论文

数据模型

系统架构

LSM-tree

性能评估

总结

参考

拓展阅读

Cloud Data Center

• CS 494: Cloud Data Center Systems · Home
• Jeff Dean-2009-Slides (cornell.edu) p43-p66, LADIS’09
• The Google File System (GFS) (slideshare.net)
• The Google Chubby lock service for loosely-coupled distributed systems (slideshare.net)
• The google MapReduce (slideshare.net)

Bigtable

• awesome-bigtable: Delightful list of Google Bigtable resources, packages and interesting finds. (github.com)
• 深入浅出hbase和bigtable - 知乎 (zhihu.com)
• The Secret Sauce Behind NoSQL: LSM Tree - YouTube
• Bloom Filters - Algorithms You Should Know #2 - Real-world Examples – YouTube

Colossus

• 谷歌Colossus文件系统的设计经验 - 腾讯云开发者社区
• A peek behind Colossus, Google’s file system - Google Cloud Blog
• Google File System及其继任者Colossus - Blog - Levy’s Ink

参考资料

1. 邝宇恒(2009)，Dreaming Infrastructure 我的架构学习笔记，https://www.slideshare.net/kyhpudding/dreaming-infrastructure
2. [⭐]Jeff Dean(2005), BigTable: A Distributed Structured Storage System, https://www.youtube.com/watch?v=2cXBNQClehA&ab_channel=FedericoConte
3. 吴垚(2022)，数据浪潮，人民邮电出版社, ISBN 9787115579249
4. Sam Zuhuruddin(2017), Bigtable in action, Google Cloud Next， https://www.youtube.com/watch?v=KaRbKdMInuc&t=469s&ab_channel=GoogleCloudTech
5. Girdharee Saran (2021), What is a BigTable? https://www.whizlabs.com/blog/what-is-a-bigtable/
6. Romain Jacotin(2014), Lecture: The Google Bigtable, https://www2.cs.uic.edu/~brents/cs494-cdcs/slides/thegooglebigtable.pdf
7. Shivaram Venkataraman(2018), CS 744: Big Data Systems, https://pages.cs.wisc.edu/~shivaram/cs744-slides/cs744-bigtable.pdf
8. ByteByteGo(2021), The Secret Sauce Behind NoSQL: LSM Tree - YouTube
9. [⭐] J. Dean, “Designs, lessons and advice from building large distributed systems,” Keynote from LADIS, vol. 1, 2009.http://iepg.org/iepg/2009-11-ietf76/dean-keynote-ladis2009.pdf
10. 邝宇恒（2020），BigTable 有什么值得称道（牛）的地方？知乎, https://www.zhihu.com/question/19551534/answer/116874719