Build scalable applications with Apache Kafka [Video]

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Build scalable applications with Apache Kafka [Video]

Tomasz Lelek

Build event-driven architectures using Apache Kafka
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Video Details

ISBN 139781788622462
Course Length1 hour 02 minutes

Video Description

Today's application are build in the Microservices Architecture. Having a lot of Microservices that needs to communicate with each other can be problematic as they quickly become tight coupled. Apache Kafka allows us to create services that are loosely coupled and operate in the event driven way.

We can build components that process events and apply business logic as events arrived and publish those events further into the processing chain.We will learn how to use Apache Kafka to create applications that works in the publish-subscribe model.

We will delve into the Kafka Architecture and its Producer and Consumer API. We will learn how replication and fault tolerance is achieved in Kafka. We will learn how to leverage Kafka to build truly Resilient, Scalable and event driven applications.

Style and Approach

This video course will help us to understand to write an application in the event driven way for which we need to employ the publish-subscribe model. Then, we will learn how to leverage that technology to create scalable and resilient applications that work in an event-driven way. When thinking about scalability of our application and using Kafka we need to carefully plan how our data should be partitioned and how many partitions it should have.

We will learn how to choose a proper number of partitions. Then we will learn Producer and Consumer API and how a number of both of them affects performance and scalability of our solution.

Table of Contents

Apache Kafka Architecture
The Course Overview
Building Applications in the Publish-Subscribe Architecture
Topics and Partitions
How Kafka Cluster is Built? - Brokers
Setup of Kafka - Using Docker
Producers and Consumers
Sending Events to Kafka - Producers API
Asynchronous Send
Partitioning of Topics - Implementing Custom Partitioner
Reading Events from Kafka - Consumer API
Consumer Pool Loop - Offset Management
Rebalancing of Consumers
Advanced Kafka - Understanding Internals
Electing Partition Leaders - Kafka Controller Component
Data Replication in Kafka
Append-Only Distributed Log - Storing Events in Kafka
Compaction Process
Summary of Apache Kafka Course

What You Will Learn

  • Learn about Apache Kafka Architecture.
  • Get to build kafka cluster with Apache.
  • Learn to send messages using Kafka Producers API.
  • Understand the partitioning of data affects scalability and performance.
  • Retrieving messages using Consumers API.
  • Learn how fault-tolerance is achieved by using Data Replication.
  • Understanding flow of processing

Authors

Table of Contents

Apache Kafka Architecture
The Course Overview
Building Applications in the Publish-Subscribe Architecture
Topics and Partitions
How Kafka Cluster is Built? - Brokers
Setup of Kafka - Using Docker
Producers and Consumers
Sending Events to Kafka - Producers API
Asynchronous Send
Partitioning of Topics - Implementing Custom Partitioner
Reading Events from Kafka - Consumer API
Consumer Pool Loop - Offset Management
Rebalancing of Consumers
Advanced Kafka - Understanding Internals
Electing Partition Leaders - Kafka Controller Component
Data Replication in Kafka
Append-Only Distributed Log - Storing Events in Kafka
Compaction Process
Summary of Apache Kafka Course

Video Details

ISBN 139781788622462
Course Length1 hour 02 minutes
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