Overview

Key architectural principles for designing big data platforms.

Reading List

  • Shadi Khalifa, Yehia Elshater, Kiran Sundaravarathan, Aparna Bhat, Patrick Martin, Fahim Imam, Dan Rope, Mike Mcroberts, and Craig Statchuk. 2016. The Six Pillars for Building Big Data Analytics Ecosystems. ACM Comput. Surv. 49, 2, Article 33 (August 2016), 36 pages. DOI: https://doi.org/10.1145/2963143
  • NIST Big Data: https://bigdatawg.nist.gov/V2_output_docs.php
  • Chapter 1: Martin Kleppmann, [Designing Data-Intensive Applications](http://dataintensive.net/), O'Reilly Media,1 edition (April 11, 2017)
  • Pulkit Agrawal, Rajat Arya, Aanchal Bindal, Sandeep Bhatia, Anupriya Gagneja, Joseph Godlewski, Yucheng Low, Timothy Muss, Mudit Manu Paliwal, Sethu Raman, Vishrut Shah, Bochao Shen, Laura Sugden, Kaiyu Zhao, and Ming-Chuan Wu. 2019. Data Platform for Machine Learning. In Proceedings of the 2019 International Conference on Management of Data (SIGMOD '19). ACM, New York, NY, USA, 1803-1816. DOI: https://doi.org/10.1145/3299869.3314050
  • Links in the slides

Last modified: Wednesday, 10 March 2021, 3:07 PM