Skip to Content
Grokking Streaming Systems
book

Grokking Streaming Systems

by Ning Wang, Josh Fischer
March 2022
Intermediate to advanced
312 pages
6h 29m
English
Manning Publications
Content preview from Grokking Streaming Systems

7 Windowed computations

In this chapter

  • standard windowing strategies
  • time stamps in events
  • windowing watermark and late events

The attention span of a computer is only as long as its power cord.

—Unknown

In the previous chapters, we built a streaming job to detect fraudulent credit card transactions. There could be many analyzers that use different models, but the basic idea is to compare the transaction with the previous activities on the same card. Windowing is designed for this type of work, and we are going to learn the windowing support in streaming systems in this chapter.

Slicing up real-time data

As the popularity of the team’s new product has grown so has the attention of new types of hackers. A group of hackers has started a new ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Streaming Systems

Streaming Systems

Tyler Akidau, Slava Chernyak, Reuven Lax

Publisher Resources

ISBN: 9781617297304Supplemental ContentPublisher SupportOtherPublisher WebsiteSupplemental ContentPurchase Link