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Fischer, Wang -- Grokking Streaming Systems Real-Time Event Processing -- 2022 pdf

Torrent: Fischer, Wang -- Grokking Streaming Systems Real-Time Event Processing -- 2022 pdf
Description:

Grokking Streaming Systems: Real-time event processing
Authors: Josh Fischer, Ning Wang


Description:
A friendly, framework-agnostic tutorial that will help you grok how streaming systems work—and how to build your own!

In Grokking Streaming Systems you will learn how

Implement and troubleshoot streaming systems
Design streaming systems for complex functionalities
Assess parallelization requirements
Spot networking bottlenecks and resolve back pressure
Group data for high-performance systems
Handle delayed events in real-time systems

is a simple guide to the complex concepts behind streaming systems. This friendly and framework-agnostic tutorial teaches you how to handle real-time events, and even design and build your own streaming job that’s a perfect fit for your needs. Each new idea is carefully explained with diagrams, clear examples, and fun dialogue between perplexed personalities!

About the technology
Streaming systems minimize the time between receiving and processing event data, so they can deliver responses in real time. For applications in finance, security, and IoT where milliseconds matter, streaming systems are a requirement. And streaming is hot! Skills on platforms like Spark, Heron, and Kafka are in high demand.

About the book
introduces real-time event streaming applications in clear, reader-friendly language. This engaging book illuminates core concepts like data parallelization, event windows, and backpressure without getting bogged down in framework-specific details. As you go, you’ll build your own simple streaming tool from the ground up to make sure all the ideas and techniques stick. The helpful and entertaining illustrations make streaming systems come alive as you tackle relevant examples like real-time credit card fraud detection and monitoring IoT services.

What's inside

Implement and troubleshoot streaming systems
Design streaming systems for complex functionalities
Spot networking bottlenecks and resolve backpressure
Group data for high-performance systems

About the reader
No prior experience with streaming systems is assumed. Examples in Java.

About the author
and are Apache Committers, and part of the committee for the Apache Heron distributed stream processing engine.

Table of Contents
PART 1 GETTING STARTED WITH STREAMING
1 Welcome to Grokking Streaming Systems
2 Hello, streaming systems!
3 Parallelization and data grouping
4 Stream graph
5 Delivery semantics
6 Streaming systems review and a glimpse ahead
PART 2 STEPPING UP
7 Windowed computations
8 Join operations
9 Backpressure
10 Stateful computation
11 Advanced concepts in streaming systems

Goodreads page:
https://www.goodreads.com/book/show/60629824-grokking-streaming-systems

Please note that this description is auto-generated by a bot, if you find the description incorrect then please report in the comments. Description will be edited accordingly afterwards.

Downloads: 25
Category: Other/E-Books
Size: 36.5 MB
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Added: 2024-09-10 12:06:59
Language: English
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