Book Image

Building Data Streaming Applications with Apache Kafka

By : Chanchal Singh, Manish Kumar
Book Image

Building Data Streaming Applications with Apache Kafka

By: Chanchal Singh, Manish Kumar

Overview of this book

Apache Kafka is a popular distributed streaming platform that acts as a messaging queue or an enterprise messaging system. It lets you publish and subscribe to a stream of records, and process them in a fault-tolerant way as they occur. This book is a comprehensive guide to designing and architecting enterprise-grade streaming applications using Apache Kafka and other big data tools. It includes best practices for building such applications, and tackles some common challenges such as how to use Kafka efficiently and handle high data volumes with ease. This book first takes you through understanding the type messaging system and then provides a thorough introduction to Apache Kafka and its internal details. The second part of the book takes you through designing streaming application using various frameworks and tools such as Apache Spark, Apache Storm, and more. Once you grasp the basics, we will take you through more advanced concepts in Apache Kafka such as capacity planning and security. By the end of this book, you will have all the information you need to be comfortable with using Apache Kafka, and to design efficient streaming data applications with it.
Table of Contents (14 chapters)

Summary

In this chapter, we dove deep into Kafka cluster. You learned how replication works in Kafka. This chapter walked you through how the Zookeeper maintains its znodes and how Kafka uses Zookeeper servers to ensure high availability. In this chapter, we wanted you to understand how different processes work in Kafka and how they are coordinated with different Kafka components. Sections such as Metadata request processing, Producer request processing, and Consumer request processing, were written keeping that goal in mind.

You also learned about the different types of Kafka deployment models along with the different aspects of Capacity Planning Kafka cluster. Capacity Planning is important from the perspective of deploying Kafka cluster in the production environment. This chapter also touched base with complex Kafka administration operations such as broker decommissioning and...