Kafka Integration with Storm, Spark, Flume, and Security

Kafka Integration with Storm, Spark, Flume, and Security

This course is part of Apache Kafka Specialization

Instructor: LearnKartS

Included with

Course

Gain insight into a topic and learn the fundamentals

Intermediate level

Recommended experience

3 hours (approximately)

Flexible schedule

Learn at your own pace

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What you'll learn

Understanding Apache Storm's architecture and topology analysis.
Integrating Kafka Spouts into Apache Storm topologies.
Exploring Apache Spark's components, functions, and practical applications.
Developing Spark applications with Kafka integration, including RDD and session operations, and configuring Flume connectors for Kafka to HDFS.

Skills you'll gain

Details to know

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Add to your LinkedIn profile

Course

Gain insight into a topic and learn the fundamentals

Intermediate level

Recommended experience

3 hours (approximately)

Flexible schedule

Learn at your own pace

View course modules

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

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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 Integration with Storm, Spark, Flume, and Security course!

The course is designed to equip you with advanced skills and knowledge in real-time data processing and data security frameworks. In today's data-driven world, organizations rely heavily on robust frameworks like Apache Storm, Apache Spark, and Apache Flume to handle large-scale data processing efficiently while ensuring data integrity and security. This course requires you to have a basic understanding of Java/Scala programming. By the end of the course, you will be able to: - Analyze Apache Storm's architecture and topology. - Implement Kafka Spouts in Storm topologies. - Evaluate Apache Spark's components and functions. - Develop and execute Spark applications integrated with Kafka. - Utilize RDD and session operations in Spark. - Configure Flume connectors for Kafka to HDFS. - Understand and utilize Kafka Admin Client. - Apply Kafka security measures like SASL and SSL. This course contains engaging videos, demos, 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

24 videos1 reading7 assignments1 discussion prompt

24 videosTotal 108 minutes

Apache Storm2 minutesPreview module
Real-time Analytics5 minutes
Apache Storm Architecture3 minutes
Apache Storm Components4 minutes
Understanding Apache Storm Topology: Spouts Workflow3 minutes
Understanding Apache Storm Topology: Bolts Workflow6 minutes
Kafka Spout3 minutes
Integration of Apache Storm and Kafka6 minutes
DEMO: Simple Standalone Application Using Kafka and Storm3 minutes
Introduction to Spark3 minutes
Spark Components7 minutes
Resilient Distributed Dataset3 minutes
RDD Operations - Transformation - Map, FlatMap, and Filter5 minutes
RDD Operations - Transformation - Join, Distinct, First, and Take5 minutes
RDD Operations - Actions2 minutes
Data Sets and Spark Session2 minutes
Data Sets and Spark Session Operations5 minutes
Understanding Spark Stream3 minutes
Spark Integration with Kafka2 minutes
DEMO: Running a Small Standalone Application in Spark with Kafka3 minutes
Introduction to Apache Flume5 minutes
Understanding Flume Connectors2 minutes
Flume Kafka to HDFS Configuration6 minutes
DEMO: Creating Flume Agent Sending Data from Kafka to HDFS7 minutes

1 readingTotal 2 minutes

Introduction and Syllabus2 minutes

7 assignmentsTotal 54 minutes

Kafka Integration18 minutes
Apache Storm Overview6 minutes
Kafka Integration6 minutes
Spark Components 6 minutes
Spark Operations6 minutes
RDD & Spark Operations6 minutes
Flume Kafka6 minutes

1 discussion promptTotal 5 minutes

Kafka Integration with Apache Storm, Spark, and Flume5 minutes

This module introduces the Kafka Admin Client and focuses on securing Kafka with SASL, SSL configuration, and ACLs. At the end of this, learners will be able to perform administrative tasks using the Admin Client and implement security measures to protect Kafka clusters.

What's included

7 videos1 reading3 assignments1 discussion prompt

7 videosTotal 29 minutes

Introduction to Admin Client6 minutesPreview module
DEMO: Perform Various Admin Tasks using Admin Client5 minutes
Kafka Security1 minute
Kafka Security Component6 minutes
Simple Authorization Service Layer in Kafka3 minutes
Configure SSL in Kafka1 minute
Secure using ACLS4 minutes

1 readingTotal 2 minutes

Course Synopsis2 minutes

3 assignmentsTotal 30 minutes

Kafka Security18 minutes
Kafka Admin Client Utilization6 minutes
Kafka Security Essentials6 minutes

1 discussion promptTotal 5 minutes

Admin Client and Securing Kafka5 minutes

Instructor

LearnKartS

62 Courses1,516 learners

Offered by

LearnKartS

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Frequently asked questions

Apache Storm can consume data from Kafka topics using Kafka's spout feature. This allows Storm to process real-time streams of data from Kafka and perform various computations or transformations.

Apache Spark can integrate with Kafka using the Spark Streaming API. Spark can create input DStreams from Kafka topics, enabling real-time processing and analysis of data streams.

Apache Flume is used for collecting, aggregating, and moving large amounts of streaming data (logs, events) into Kafka topics. It acts as a reliable, distributed, and available service for efficiently collecting, aggregating, and moving large amounts of streaming data into Kafka.

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 Integration with Storm, Spark, Flume, and Security

Course

What you'll learn

Skills you'll gain

Details to know

Course

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