Difference between revisions of "Book/Designing Data-Intensive Applications"

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(Created page with "{{cite book |first=Patrick |last=Cousot |title=Designing Data-Intensive Applications |url=https://mitpress.mit.edu/books/principles-abstract-interpretation |publisher=ACM Pres...")
 
 
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{{cite book
{{cite book
|first=Patrick
|first=Martin
|last=Cousot
|last=Kleppmann
|title=Designing Data-Intensive Applications
|author-link=Martin Kleppmann
|url=https://mitpress.mit.edu/books/principles-abstract-interpretation
|title=Designing Data-Intensive Applications:The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
|publisher=ACM Press
|url=https://dataintensive.net/
|publisher=O'reily Press
|location=[[Book/Designing Data-Intensive Applications|local page]]
|location=[[Book/Designing Data-Intensive Applications|local page]]
|date=Sep 2021
|date=Mar 1, 2017
}}
}}


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<noinclude>
[[Martin Kleppmann]] teaches a course on [https://www.cl.cam.ac.uk/teaching/2021/ConcDisSys/ Distributed systems]<ref>Distributed Systems, Instructor Martin Kleppmann, [https://www.cl.cam.ac.uk/teaching/2021/ConcDisSys/ Website] [https://www.cl.cam.ac.uk/teaching/2021/ConcDisSys/dist-sys-notes.pdf course note]</ref>. The author also has a video series called [[Video/Distributed Systems|Distributed Systems]]<ref>{{:Video/Distributed Systems}}</ref> on Youtube. One may also want to read on [[Jean Bacon]]'s book on [[Book/Concurrent Systems|Concurrent Systems]]<ref>{{:Book/Concurrent Systems}}</ref>.
=Critical Insights=
{{:Quote/Unix has a uniform interface}}




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|categories=[[Category:Abstract Interpretation]] [[Category:Semantics]] [[Category:Data Science]] [[Category:Lattice]][[Category:Poset]]
|category_csd=Database,Poset,Lattice,Messaging Bus
|semantic_labels=Author:[[Authored by::Patrick Cousot]]
|semantic_labels=Author:[[Authored by::Martin Kleppmann]]
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Latest revision as of 10:39, 16 July 2022

Kleppmann, Martin (Mar 1, 2017). Designing Data-Intensive Applications:The Big Ideas Behind Reliable, Scalable, and Maintainable Systems. local page: O'reily Press. 


Martin Kleppmann teaches a course on Distributed systems[1]. The author also has a video series called Distributed Systems[2] on Youtube. One may also want to read on Jean Bacon's book on Concurrent Systems[3].

Critical Insights

In the Unix world, the unifrom interface that allows one program to be composed with another is files and pipes; in MapReduce, that interface is a distributed filesystem. We saw that dataflow engines add their own pipe-like data transport mechanisms to avoid materializing intermediate state to the distributed filesystem, but the initial input and final output of a job is still usually HDFS.

— Martin Kleppmann[4]


References

  1. ↑ Distributed Systems, Instructor Martin Kleppmann, Website course note
  2. ↑ Kleppmann, Martin (Oct 29, 2020). Distributed Systems. local page: Martin Kleppmann. 
  3. ↑ Bacon, Jean (1993). Concurrent Systems: An Integrated Approach to Operating Systems, Database, and Distributed Systems (2nd ed.). local page: Addison Wesley. ISBN 978-0201177671. 
  4. ↑ Kleppmann, Martin (Mar 1, 2017). Designing Data-Intensive Applications:The Big Ideas Behind Reliable, Scalable, and Maintainable Systems. local page: O'reily Press.  , Chapter 10: Batch Processing, Page 429

Related Pages

Author:Martin Kleppmann


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