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)

Introduction to Apache Storm

Apache Storm is used to handle very sensitive applications where even a delay of 1 second can mean huge losses. There are many companies using Storm for fraud detection, building recommendation engines, triggering suspicious activity, and so on. Storm is stateless; it uses Zookeeper for coordinating purposes, where it maintains important metadata information.

Apache Storm is a distributed real-time processing framework which has the ability to process a single event at a time with millions of records being processed per second per node. The streaming data can be bounded or unbounded; in both situations Storm has the capability to reliably process it.

Storm cluster architecture

Storm also...