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Streaming Systems

3.96  ·  Rating details ·  51 ratings  ·  14 reviews
Streaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a concept ...more
Paperback, 352 pages
Published August 2nd 2018 by O'Reilly Media
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Average rating 3.96  · 
Rating details
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Rod Hilton
I was really excited for this book. I work at a company where my team deals entirely with streaming systems, and it's been quite a mindshift for me as I'm not used to the streaming mentality. I was hoping this book would help me understand a lot of these concepts and when I saw the announcement I purchased the book right away and even added reading it and reporting what I learned to my team as a quarterly personal goal at work.

I have to say, however, I wound up extremely disappointed
...more
Luca
Sep 07, 2018 rated it it was amazing
Absolutely must read if you have any interest in streaming systems. Well written, great diagrams (in colours!), and truly interesting vision of what streaming may become in the coming years
Reza Same'ei
Oct 12, 2018 rated it liked it
Shelves: software-it-etc
A good book to read about Streaming Systems!
I gained good knowledge but not enough! I expected more words about patterns and not just characteristics and underlying requirements of Streaming Systems.
Anyway, it will be a good read; but if it's possible for you go with an edition of the book that provides you animated charts (I mean maybe Safari Online or an e-format that provides you that option; see an example: https://www.oreilly.com/library/view/...)! Some of the charts will be more easier to understand if you see them in
...more
Enzo Altamiranda
Nov 06, 2018 rated it really liked it  ·  review of another edition
Computer Science might be one of the few fields where abstractions can take shape, mostly untainted by pragmatic needs, in powerful and concrete forms. This is one of the beauties of the field.

Reading this book reminded me of this aspect of Computer Science. The theory of streaming systems solves hard and important problems elegantly, and in a manner that makes reasoning about aspects of the processing of unbounded datasets simpler and more productive to the pipeline builder. Powerful abstracti
...more
Bodo Tasche
Nov 21, 2018 rated it it was ok
Shelves: technology
- So you wrote a book about stream processing
- Yes!
- And your first thought was to write 14.000 lines of LaTeX code to generate ANIMATIONS and brag about it in the introduction?!
- Yes!
- You wrote a book, right?
- Yes!
- You understand that books are pages you read?
- Yes!
- So your focus was animations?!
- Yes!

Oh boy.

Add tons of code examples that add nothing of value because they just call some undisclosed methods and just are the sa
...more
Łukasz Słonina
Very good first part, very good animations. Unfortunatelly I'm finding second part (streams and tables) diffictult to understand.
Ovais Mohammad
Apr 29, 2019 rated it really liked it  ·  review of another edition
- True to its title `what, where, when and how` to compute results using streaming systems.
- I found most of the content easy to follow and enjoyed the author's amusing and fun writing style.
- Before beginning, i was having some doubt as the programming examples are in Apache Beam and it might end up talking only about Apache Beam and not streaming systems in general. It turns out that the code presented in the book hardly came in the way for learning streaming systems.
- The video-d
...more
Evan Nelson
Nov 18, 2018 rated it really liked it
There's no question that this is the most comprehensive, up-to-date book about modern streaming systems. I would strongly recommend it to anyone who works on (or is interested in) this area. Also, as a minor suggestion, consider reading chapter 10 (the last chapter) early on -- say, after chapter 1 or 2.

First, let me say my main criticism: the book is chock-full of errata. My colleagues and I found nearly a dozen errors of various sorts. Not just typos, but examples with incorrect nu
...more
Ethan J
Oct 02, 2019 rated it liked it
This book offered a good introduction to streaming systems; but not in detail.

Goods:
* explained well the concepts of streaming systems
* could be treated as a good survey on the topic, did a brief overview of history of streaming systems, offered a wide range of additional readings which are interesting

Bads:
* bad at explaining the details of streaming systems, starting from chapter it's become a bit hard to follow and hard to grasp any applicable knowledge out of it
...more
Matej Briskar
Jul 05, 2019 rated it liked it
Liked, though I found slightly hard to follow and many times I didn't fully grasp the idea even after slowing down to think. I felt I just couldn't grasp the thinking perspective of author. Diagrams are cool and very helpful.

As an example, I was commonly confused by definition of when/where and found this naming confusing.
I found separation of data to in motion/at rest quite incomplete as well.
Are variables within the processing considered to be tables or streams?
Marcin Kuthan
Nov 24, 2018 rated it it was amazing  ·  review of another edition
Eye opening experiences with stream processing, even for developers with some practical knowledge with less sophisticated streaming framework (storm, spark streaming, kafka streams, etc.). Very interesting leaks from googlers about internal parts of theirs data processing frameworks (like percentiles based watermark for pubsub, windmill, etc.)
Peter Caron
Sep 08, 2019 rated it really liked it
Shelves: computer, technical
This is a very good, well-written discussion to streaming systems. Highly recommended to novices and pros alike. In addition to learning about streaming, the chapters will help data pros explain challenging concepts to colleagues.
Valeri Dmg
Feb 26, 2019 rated it it was amazing  ·  review of another edition
Very interesting and useful reading for streaming systems. Easy to read with lots of examples
Max
Book touches important topics but is a bit opaque and sometimes lacks generality (too much Apache Beam stuff in the 2nd part).

Pity to say, that O'Reilly started to publish books (I've read few recently) with too ambitious titles (broad and more universal than these books truly are)...

Book accompanied with a website where one can see good animations.
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