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Designing Data-Intensive Applications

Chapter 1 References

  1. Michael Stonebraker and Uğur Çetintemel: “'One Size Fits All': An Idea Whose Time Has Come and Gone,” at 21st International Conference on Data Engineering (ICDE), April 2005.

  2. Walter L. Heimerdinger and Charles B. Weinstock: “A Conceptual Framework for System Fault Tolerance,” Technical Report CMU/SEI-92-TR-033, Software Engineering Institute, Carnegie Mellon University, October 1992.

  3. Ding Yuan, Yu Luo, Xin Zhuang, et al.: “Simple Testing Can Prevent Most Critical Failures: An Analysis of Production Failures in Distributed Data-Intensive Systems,” at 11th USENIX Symposium on Operating Systems Design and Implementation (OSDI), October 2014.

  4. Yury Izrailevsky and Ariel Tseitlin: “The Netflix Simian Army,” netflixtechblog.com, July 19, 2011.

  5. Daniel Ford, François Labelle, Florentina I. Popovici, et al.: “Availability in Globally Distributed Storage Systems,” at 9th USENIX Symposium on Operating Systems Design and Implementation (OSDI), October 2010.

  6. Brian Beach: “Hard Drive Reliability Update – Sep 2014,” backblaze.com, September 23, 2014.

  7. Laurie Voss: “AWS: The Good, the Bad and the Ugly,” blog.awe.sm, December 18, 2012.

  8. Haryadi S. Gunawi, Mingzhe Hao, Tanakorn Leesatapornwongsa, et al.: “What Bugs Live in the Cloud?,” at 5th ACM Symposium on Cloud Computing (SoCC), November 2014. doi:10.1145/2670979.2670986

  9. Nelson Minar: “Leap Second Crashes Half the Internet,” somebits.com, July 3, 2012.

  10. Amazon Web Services: “Summary of the Amazon EC2 and Amazon RDS Service Disruption in the US East Region,” aws.amazon.com, April 29, 2011.

  11. Richard I. Cook: “How Complex Systems Fail,” Cognitive Technologies Laboratory, April 2000.

  12. Jay Kreps: “Getting Real About Distributed System Reliability,” blog.empathybox.com, March 19, 2012.

  13. David Oppenheimer, Archana Ganapathi, and David A. Patterson: “Why Do Internet Services Fail, and What Can Be Done About It?,” at 4th USENIX Symposium on Internet Technologies and Systems (USITS), March 2003.

  14. Nathan Marz: “Principles of Software Engineering, Part 1,” nathanmarz.com, April 2, 2013.

  15. Michael Jurewitz: “The Human Impact of Bugs,” jury.me, March 15, 2013.

  16. Raffi Krikorian: “Timelines at Scale,” at QCon San Francisco, November 2012.

  17. Martin Fowler: Patterns of Enterprise Application Architecture. Addison Wesley, 2002. ISBN: 978-0-321-12742-6

  18. Kelly Sommers: “After all that run around, what caused 500ms disk latency even when we replaced physical server?” twitter.com, November 13, 2014.

  19. Giuseppe DeCandia, Deniz Hastorun, Madan Jampani, et al.: “Dynamo: Amazon's Highly Available Key-Value Store,” at 21st ACM Symposium on Operating Systems Principles (SOSP), October 2007.

  20. Greg Linden: “Make Data Useful,” slides from presentation at Stanford University Data Mining class (CS345), December 2006.

  21. Tammy Everts: “The Real Cost of Slow Time vs Downtime,” slideshare.net, November 5, 2014.

  22. Jake Brutlag: “Speed Matters,” ai.googleblog.com, June 23, 2009.

  23. Tyler Treat: “Everything You Know About Latency Is Wrong,” bravenewgeek.com, December 12, 2015.

  24. Jeffrey Dean and Luiz André Barroso: “The Tail at Scale,” Communications of the ACM, volume 56, number 2, pages 74–80, February 2013. doi:10.1145/2408776.2408794

  25. Graham Cormode, Vladislav Shkapenyuk, Divesh Srivastava, and Bojian Xu: “Forward Decay: A Practical Time Decay Model for Streaming Systems,” at 25th IEEE International Conference on Data Engineering (ICDE), March 2009.

  26. Ted Dunning and Otmar Ertl: “Computing Extremely Accurate Quantiles Using t-Digests,” github.com, March 2014.

  27. Gil Tene: “HdrHistogram,” hdrhistogram.org.

  28. Baron Schwartz: “Why Percentiles Don’t Work the Way You Think,” solarwinds.com, November 18, 2016.

  29. James Hamilton: “On Designing and Deploying Internet-Scale Services,” at 21st Large Installation System Administration Conference (LISA), November 2007.

  30. Brian Foote and Joseph Yoder: “Big Ball of Mud,” at 4th Conference on Pattern Languages of Programs (PLoP), September 1997.

  31. Frederick P Brooks: “No Silver Bullet – Essence and Accident in Software Engineering,” in The Mythical Man-Month, Anniversary edition, Addison-Wesley, 1995. ISBN: 978-0-201-83595-3

  32. Ben Moseley and Peter Marks: “Out of the Tar Pit,” at BCS Software Practice Advancement (SPA), 2006.

  33. Rich Hickey: “Simple Made Easy,” at Strange Loop, September 2011.

  34. Hongyu Pei Breivold, Ivica Crnkovic, and Peter J. Eriksson: “Analyzing Software Evolvability,” at 32nd Annual IEEE International Computer Software and Applications Conference (COMPSAC), July 2008. doi:10.1109/COMPSAC.2008.50