CS-E4640 - Big Data Platforms D, 13.01.2021-07.04.2021
This course space end date is set to 07.04.2021 Search Courses: CS-E4640
Lecture 4 - Big Data Storage and Database Services
Completion requirements
Overview
We will discuss about big data storages, databases and services in big data platforms.
- Slides of the lecture
- Additional slides for common systems and integration
- A short video about metadata
Reading List
- Giuseppe DeCandia, Deniz Hastorun, Madan Jampani, Gunavardhan Kakulapati, Avinash Lakshman, Alex Pilchin, Swaminathan Sivasubramanian, Peter Vosshall, and Werner Vogels. 2007. Dynamo: amazon's highly available key-value store. SIGOPS Oper. Syst. Rev. 41, 6 (October 2007), 205-220. DOI: https://doi.org/10.1145/1323293.1294281
- Chapters 5 & 9: Martin Kleppmann, Designing Data-Intensive
Applications, O'Reilly Media,1 edition
(April 11, 2017)
- http://cacm.acm.org/news/200095-the-data-lake-concept-is-maturing/fulltext
- Fay Chang, Jeffrey Dean, Sanjay Ghemawat, Wilson C. Hsieh, Deborah A. Wallach, Mike Burrows, Tushar Chandra, Andrew Fikes, and Robert E. Gruber. 2006. Bigtable: a distributed storage system for structured data. In Proceedings of the 7th USENIX Symposium on Operating Systems Design and Implementation - Volume 7 (OSDI '06), Vol. 7. USENIX Association, Berkeley, CA, USA, 15-15
- Alexandre Verbitski, Anurag Gupta, Debanjan Saha, Murali Brahmadesam, Kamal Gupta, Raman Mittal, Sailesh Krishnamurthy, Sandor Maurice, Tengiz Kharatishvili, and Xiaofeng Bao. 2017. Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases. In Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD '17). ACM, New York, NY, USA, 1041-1052. DOI: https://doi.org/10.1145/3035918.3056101
- Eric Redmond, Jim R. Wilson: Seven Databases in Seven Weeks – A Guide to Modern Databases and the NoSQL Movement
- Polyglott persistence: http://martinfowler.com/bliki/PolyglotPersistence.html
- CAP: http://www.julianbrowne.com/article/viewer/brewers-cap-theorem
- Eventual consistency: http://queue.acm.org/detail.cfm?id=1466448
Last modified: Wednesday, 10 March 2021, 3:10 PM