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Confluent Stream Processing using Apache Kafka® Streams & ksqlDB
Confluent Stream Processing using Apache Kafka® Streams & ksqlDB

Mon, Aug 19

|

Virtual

Confluent Stream Processing using Apache Kafka® Streams & ksqlDB

Learn how to use Confluent ksqlDb and KStreams API to transform, enrich, filter, and aggregate streams of real-time data

Time & Location

Aug 19, 2024, 9:00 AM GMT+8 – Aug 21, 2024, 5:00 PM GMT+8

Virtual

About the event

Manipulating real-time data is increasingly becoming important for organizations of all sizes. With expertise in Apache Kafka® Streams and ksqlDB, you can help meet this demand.

Learn to identify patterns and use cases for real-time data and stream processing to unlock their potential. Take a deep dive into the architecture of Apache Kafka® Streams, master building apps for real-time data transformation, aggregation, and more. Get hands-on with ksqlDB, where the simplicity of SQL seamlessly meets Kafka Streams to write powerful queries.

After attending this event, you'll be able to:

  • Develop real-time applications with Kafka Streams API.
  • Explore ksqlDB's fault-tolerant, high-performance stream processing capabilities.
  • Learn to enrich real-time streaming data by ,filtering, transforming, aggregating, and joining data streams.
  • Gain insights into testing, securing, deploying, and monitoring applications.
  • Connect with fellow developers, architects, and data scientists.

Target Audience: This event will cater to application developers, architects, DevOps engineers, and data scientists aiming to create impactful real-time applications.

Prerequisites: Familiarity with Java (or similar languages like C# or Python) and Kafka architecture is recommended. To make the most of this event, consider taking the recommended prerequisites: Confluent Fundamentals for Apache Kafka® and Confluent Developer Skills for Building Apache Kafka®.

Don't miss this opportunity to become a real-time data maestro. Reserve your spot today!

Topics Covered

Motivation and Concepts for Streams

  • Motivation and Use Cases for Real-Time Streaming
  • High Level Comparison of Kafka Streams and ksqlDB
  • Stream Processing Concepts

Kafka Streams Architecture

  • Kafka Streams’ Place in the Kafka Ecosystem
  • High Level Architecture Design
  • Kafka Streams Data Types

Writing Kafka Streams Applications

  • Get streams of data into and out of Kafka with Kafka Connect and REST Proxy
  • Maintain data formats and ensure compatibility with Schema Registry and Avro
  • Build real-time streaming applications with Confluent ksqlDB & Kafka Streams

Testing Kafka Streams Applications

The Confluent Platform

  • Unit Tests
  • Integration Tests
  • Stress Tests
  • End-to-end Tests

Introduction to ksqlDB

  • Sample Use Cases
  • End-to-end Examples
  • Interacting with ksqlDB

Using ksqlDB

  • Data Manipulation
  • Aggregations
  • Testing

Deployment

  • Parallelism
  • Elasticity
  • Fault tolerance
  • Capacity planning
  • Troubleshooting
  • ksqlDB-specific considerations

Security

  • Security Overview
  • Access Control
  • Examples
  • ksqlDB-specific considerations

Monitoring

  • JMX
  • Confluent Control Center
  • ksqlDB-specific Considerations

Hands-on

Throughout the course, you will interact with hands-on lab exercises to reinforce stream processing concepts.

Exercises include:

  • Anatomy of a Kafka Streams Application
  • Joining Two Streams
  • Using the Kafka Streams Processor API
  • Testing a Kafka Streams Application
  • Using ksqlDB
  • Using the ksqlDB REST API
  • Scaling a Kafka Streams Application
  • Securing a Kafka Streams Application
  • Getting Metrics from a Kafka Streams Application
  • Using JConsole to monitor a Kafka Streams Application
  • Monitoring a Kafka Streams Application in Confluent Control Center

DATES & TIMES: Aug 19, 2024, 9:00 AM GMT+8 – Aug 19, 2024, 5:00 PM GMT+8

                                 Aug 20, 2024, 9:00 AM GMT+8 – Aug 20, 2024, 5:00 PM GMT+8

                                 Aug 21, 2024, 9:00 AM GMT+8 – Aug 21, 2024, 5:00 PM GMT+8

Tickets

  • Apache Kafka® Streams & ksqlDB

    Sale ends: Aug 15, 11:50 PM GMT+8

    *Inclusive of all taxes

    $1,800.00

Total

$0.00

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