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Apache Kafka
Duration
2 Days
Course
EJKF-100
Available Formats
Classroom Training, Online Training
Course Description
Overview
This course will teach Apache Kafka – a popular message queue – to students.Objectives
Upon completion of the course, students will be able to:
- Overview of Streaming technologies
- Kafka concepts and architecture
- Programming using Kafka API
- Kafka Streams
- Monitoring Kafka
- Tuning / Troubleshooting Kafka
Audience
- Developers
Prerequisites
-
Comfortable with Java programming language (programming exercises are in java)
Comfortable in Linux environment (be able to navigate Linux command line, run commands)
Topics
Section 1: Introduction to Streaming Systems
- Fast data
- Streaming architecture
- Lambda architecture
- Message queues
- Streaming processors
- Architecture
- Comparing Kafka with other queue systems (JMS / MQ)
- Kaka concepts : Messages, Topics, Partitions, Brokers, Producers, commit logs
- Kafka & Zookeeper
- Producing messages
- Consuming messages (Consumers, Consumer Groups)
- Message retention
- Scaling Kafka
- Labs :
- Getting Kafka up and running
- Using Kafka utilities
- Configuration parameters
- Producer API (Sending messages to Kafka)
- Consumer API (consuming messages from Kafka)
- Commits , Offsets, Seeking
- Schema with Avro
- Lab :
- Writing Kafka clients in Java
- Benchmarking Producer APIs
- Streams overview and architecture
- Streams use cases and comparison with other platforms
- Learning Kafka Streaming concepts (KStream, KTable, KStore)
- KStreaming operations (transformations, filters, joins, aggregations)
- Labs:
- Kafka Streaming labs
- Hardware / Software requirements
- Deploying Kafka
- Configuration of brokers / topics / partitions / producers / consumers
- Security: How secure Kafka cluster, and secure client communications (SASL, Kerberos)
- Monitoring : monitoring tools
- Capacity Planning : estimating usage and demand
- Trouble shooting : failure scenarios and recovery
- Monitoring Kafka
- Instrumenting with Metrics library
- Labs
- Monitor Kafka cluster
- Instrument Kafka applications and monitor their performance
- Students will build an end-to-end application simulating web traffic and send metrics to Grafana.
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Self-Paced Training Info
Learn at your own pace with anytime, anywhere training
- Same in-demand topics as instructor-led public and private classes.
- Standalone learning or supplemental reinforcement.
- e-Learning content varies by course and technology.
- View the Self-Paced version of this outline and what is included in the SPVC course.
- Learn more about e-Learning
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Please take a moment to fill out this form. We will get back to you as soon as possible.
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