March 2022
Intermediate to advanced
312 pages
6h 29m
English
Overview
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 to:
Grokking Streaming 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
Grokking Streaming Systems 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
About the Reader
No prior experience with streaming systems is assumed. Examples in Java.
About the Authors
Josh Fischer and Ning Wang are Apache Committers, and part of the committee for the Apache Heron distributed stream processing engine.
Quotes
Very well-written and enjoyable. I recommend this book to all software engineers working on data processing.
- Apoorv Gupta, Facebook
Finally, a much-needed introduction to streaming systems—a must-read for anyone interested in this technology.
- Anupam Sengupta, Red Hat
Tackles complex topics in a very approachable manner.
- Marc Roulleau, GIRO
A superb resource for helping you grasp the fundamentals of open-source streaming systems.
- Simon Verhoeven, Cronos
Explains all the main streaming concepts in a friendly way. Start with this one!
- Cicero Zandona, Calypso Technologies
In Grokking Streaming Systems you will learn how to:
- 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
Grokking Streaming 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
Grokking Streaming Systems 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 Authors
Josh Fischer and Ning Wang are Apache Committers, and part of the committee for the Apache Heron distributed stream processing engine.
Quotes
Very well-written and enjoyable. I recommend this book to all software engineers working on data processing.
- Apoorv Gupta, Facebook
Finally, a much-needed introduction to streaming systems—a must-read for anyone interested in this technology.
- Anupam Sengupta, Red Hat
Tackles complex topics in a very approachable manner.
- Marc Roulleau, GIRO
A superb resource for helping you grasp the fundamentals of open-source streaming systems.
- Simon Verhoeven, Cronos
Explains all the main streaming concepts in a friendly way. Start with this one!
- Cicero Zandona, Calypso Technologies