Cloudera Training for Apache Kafka

Lessons  

•  High-Level Architecture
•  Common Use Cases
•  Cloudera's Distribution of Apache Kafka

Lessons  

•  System Requirements & Dependencies
•  Service Roles
•  Preparing for Deployment Using Kafka Services
•  Exercise: Preparing the Exercise Environment
•  Exercise: Using Cloudera Manager to Install the Kafka Service
•  Exercise (optional): Make Metrics Dashboards
•  Exercise (optional): Using the CM API

Lessons 

•  Make & Manage Topics
•  Running Producers & Consumers

Lessons

• Streams Messaging Manager Overview 
• Producers, Topics, & Consumers
• Data Explorer
• Brokers
• Topic Management
• Exercise: Controlling Topics using the CLI
• Exercise: Connecting Producers & Consumers from the Comm& Line

Lessons

• Overview of Kafka's APIs
• Topic Management from the Java API
• Exercise (optional): Controlling Kafka Topics Using the Java API
• Using Producers & Consumers from the Java API
• Exercise: Developing Producers & Consumers with the Java API

Lessons

• Replication
• Exercise: Observing Downtime Due to Broker Failure
• Considerations for the Replication Factor
• Exercise: Adding Replicas to Improve Availability

Lessons

• Partitioning
• How Messages are Partitioned
• Exercise: Examining the Effects of Partitioning on Performance
• Consumer Groups
• Exercise: Applying Consumer Groups
• Consumer Rebalancing
• Exercise: Controlling Partition Assignment with a Key

Lessons

• Delivery Semantics
• Demonstration (optional): ISRs vs. ACKs
• Producer Delivery
• Exercise: Idempotent Producer
• Transactions
• Exercise: Transactional Producers & Consumers
• Handling Consumer Failure
• Offset Management
• Exercise: Detecting & Suppressing Duplicate Messages
• Exercise: Handling Invalid Records
• Handling Producer Failure

Lessons

• End-to-End Latency
• Notifiers 
• Alert Policies 
• Use Cases

Lessons

• Monitoring Overview
• Monitoring using Cloudera Manager
• Charts & Reports in CM
• Monitoring Recommendations
• Metrics for Troubleshooting
• Diagnosing Service Failure
• Exercise: Monitoring Kafka

Lessons

• Controlling Kafka Topic Storage
• Demonstration (optional): Message Retention Period
• Log Cleanup & Collection
• Rebalancing Partitions
• Cruise Control
• Exercise: Installing Cruise Control
• Exercise: Troubleshooting Kafka Topics
• Unclean Leader Election
• Exercise: Unclean Leader Election
• Adding & Removing Brokers
• Exercise: Adding & Removing Brokers
• Best Practices

Lessons

• Message Structure
• Schema Registry
• Defining Schemas
• Schema Evolution & Versioning
• Schema Registry Client
• Exercise: Using an Avro Schema

Lessons

• Message Size
• Batching
• Compression
• Exercise: Observing How Compression Affects Performance

Lessons

• Cluster Sizing
• Performance Tuning Strategies for the Administrator
• Exercise: A Use Case Requires Planning Capacity

Lessons

• Encryption
• Authentication
• Authorization
• Auditing

A: To attend the training session, you should have operational Desktops or Laptops with the required specifications and a good internet connection to access the labs.

A: We would always recommend you attend the live session to practice & clarify the doubts instantly & get more value from your investment. However, if, due to some contingency if you have to skip the class, Radiant Tech learning will help you with the recorded session of that particular day. However, those recorded sessions are not meant only for personal consumption & NOT for distribution or commercial use.

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