Kafka Architecture and Internals

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Kafka Architecture and Internals

This course is part of Apache Kafka Specialization

Instructor: LearnKartS

Included with Coursera Plus

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2 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

3 hours to complete

3 weeks at 1 hour a week

Flexible schedule

Learn at your own pace

2 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

3 hours to complete

3 weeks at 1 hour a week

Flexible schedule

Learn at your own pace

What you'll learn

How to analyze Kafka internals and operations.
Learn techniques for performance tuning in Kafka.
Explore the configuration of reliable producer and consumer settings.
Understanding Kafka cluster architecture and administration, including MirrorMaker and dynamic configuration changes.

Skills you'll gain

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

9 assignments

Taught in English

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Build your subject-matter expertise

This course is part of the Apache Kafka Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

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There are 2 modules in this course

Welcome to the Kafka Architecture and Internals course!

The course offers an in-depth exploration of Apache Kafka's core architecture, components, and underlying principles. This course is designed to provide a comprehensive understanding of Kafka's internal mechanics and architectural paradigms. While introductory Kafka courses cover basic concepts and setup, this advanced course delves into the intricacies and optimizations essential for leveraging Kafka in high-throughput, scalable, and resilient real-world applications. This course requires a basic understanding of Kafka architecture, components, and terminology and Java/Scala programming. By the end of this course, you will be able to: - Analyze Kafka internals and operations. - Implement performance-tuning strategies. - Configure reliable producer and consumer settings. - Understand Kafka cluster architecture. - Implement and configure MirrorMaker. - Perform Kafka administration. - Implement dynamic configuration changes. This course contains engaging videos, hands-on demonstrations, readings, and assessments to ensure a comprehensive understanding of Apache Kafka.

This module delves into Kafka internals, operations, performance tuning, and reliability methods. At the end of this, learners will be able to ensure system reliability through effective configuration and management techniques.

What's included

10 videos1 reading4 assignments1 discussion prompt

10 videosTotal 47 minutes

Kafka Internals Overview3 minutesPreview module
Replication and Replica Types4 minutes
Preferred Ladder, Request, and Request Processing4 minutes
Types of Requests6 minutes
Partition Allocation, File Management, and Segments6 minutes
File Format, Index, and Compaction5 minutes
Kafka Reliability and Reliability Methods1 minute
Broker Configuration for Replication3 minutes
Producer in Reliable System4 minutes
Consumer in Reliable System7 minutes

1 readingTotal 2 minutes

Introduction and Syllabus2 minutes

4 assignmentsTotal 36 minutes

Kafka Internals, Operations, and Reliability18 minutes
Kafka Internals6 minutes
Kafka Performance Tuning6 minutes
Kafka Reliability6 minutes

1 discussion promptTotal 5 minutes

Exploring Kafka5 minutes

This module provides insights into Kafka cluster architecture, mirroring, multi-cluster setups, and administering Kafka clusters. At the end of this, learners will be able to effectively administer Kafka clusters.

What's included

12 videos1 reading5 assignments1 discussion prompt

12 videosTotal 52 minutes

Cluster Mirroring4 minutesPreview module
Multi-Cluster Architecture - Hub, Spokes, and Active-Active6 minutes
Multi-Cluster Architecture - Active-Standby and Stretch Cluster1 minute
MirrorMaker Configuration4 minutes
MirrorMaker Deployment and Tuning6 minutes
DEMO: Setting up Mirror Maker6 minutes
Administering Kafka - Topic Operations5 minutes
Administering Kafka - Consumer Group Operations3 minutes
Dynamic Configuration Changes6 minutes
Partition Management3 minutes
Console Producer Tool1 minute
Console Consumer Tool2 minutes

1 readingTotal 2 minutes

Course Synopsis2 minutes

5 assignmentsTotal 42 minutes

Kafka Cluster Architecture and Administration18 minutes
Kafka Cluster Analysis6 minutes
MirrorMaker Configuration6 minutes
Kafka Administration6 minutes
Dynamic Configuration & Monitoring6 minutes

1 discussion promptTotal 5 minutes

Kafka Essentials: Scaling & Resilience5 minutes

Instructor

LearnKartS

63 Courses33,867 learners

Offered by

LearnKartS

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Frequently asked questions

Kafka's architecture comprises several key components:

Yes, this course requires a basic understanding of Kafka architecture, components, and terminology which is covered in the first course "Kafka Fundamentals" which belongs to the "Apache Kafka" specialization.

Yes, a course completion certificate is allocated upon completing all graded assignments and quizzes present in the Kafka Architecture and Internals course.

Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

Kafka Architecture and Internals

What you'll learn

Skills you'll gain

Details to know

See how employees at top companies are mastering in-demand skills

Build your subject-matter expertise

Earn a career certificate

There are 2 modules in this course

Kafka Internals, Operations, and Reliability

What's included

Kafka Cluster Architecture and Administration

What's included

Instructor

Offered by

Recommended if you're interested in Software Development

Building Modern Distributed Systems with Java

Distributed Programming in Java

Streaming Big Data with Spark Streaming, Scala, and Spark 3!

Kubernetes Fundamentals

Why people choose Coursera for their career

New to Software Development? Start here.

Open new doors with Coursera Plus

Advance your career with an online degree

Join over 3,400 global companies that choose Coursera for Business

Frequently asked questions

What are the main components of Kafka architecture?

Do I need any prior knowledge for this course?

Is a certificate provided upon completion of the course?

More questions