WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
WeAreDevelopers LIVE • Apr 18, 2023

Practical Change Data Streaming Use Cases With Debezium And Quarkus

Alex Soto

Eliminate the dual writes problem in your microservices. Learn to implement the outbox pattern with Debezium, Kafka, and Quarkus for scalable, fault-tolerant data consistency.

Pause
Mute Enter Fullscreen
#1 about 3 min

Session agenda for practical change data streaming

An introduction to overcoming synchronization inconsistencies using change data capture and messaging platforms.

#2 about 4 min

Understanding the dual rights anti-pattern in microservices

How propagating data to multiple services simultaneously leads to transaction failures and inconsistencies.

#3 about 6 min

Processing real-time event streams with Apache Kafka

Core concepts of a publish-subscribe system built for distributed fault-tolerance and scalability.

#4 about 4 min

Defining the change data capture architecture pattern

Capturing database insertions and updates to automatically populate a messaging topic for downstream consumptions.

#5 about 7 min

Extracting transaction logs using Debezium source connectors

Using connectors to monitor database transaction logs and emit standardized json event records.

#6 about 6 min

Implementing the transactional outbox pattern for reliable delivery

Writing domain events to a dedicated database table within a single transaction scope.

#7 about 5 min

Evolving legacy monoliths using the strangler fig pattern

A gradual migration strategy that mirrors real-time database changes from monoliths to new microservices.

#8 about 3 min

Deploying enterprise Java systems on Kubernetes with Strimzi

Configuring cluster operators and developing native cloud binaries to capture data changes.

#9 about 7 min

Demonstrating a practical outbox pipeline via Docker Compose

An interactive walkthrough showing how service requests trigger database logs that automatically populate topics.

#10 about 10 min

Answering architecture questions on downtime and custom messaging

Addressing challenges with manual synchronization, transaction failures before persistence, system design tools, and career growth.

Matching moments

6:56 min

Demonstrating event-driven auto-scaling with native Quarkus and Kafka

Daniel Oh Daniel Oh +1 · World Congress 2024

2:00 min

Moving from traditional databases to decoupled event streaming

Gerard Klijs · LIVE

4:30 min

Introducing data management and the shift to streaming

Mary Grygleski Mary Grygleski · LIVE

1:18 min

Technology stack for building robust microservices applications

Niklas Heidloff · LIVE

1:13 min

Overcoming integration challenges with Kafka Streams microservices

Denis Washington +1 · World Congress 2021

1:49 min

Integrating legacy monoliths with change data capture

David Leitner · World Congress 2022

More from WeAreDevelopers LIVE

WeAreDevelopers LIVE - Tech Education in Two Languages thumbnail
1:00:18
7 days ago

WeAreDevelopers LIVE - Tech Education in Two Languages

Daniel Cranney, Roxy Rodriguez-Becker

WeAreDevelopers LIVE - Playing in Production thumbnail
1:06:40
13 days ago

WeAreDevelopers LIVE - Playing in Production

Andrew MacLean, Daniel Cranney, Christian Heilmann

WeAreDevelopers LIVE - Is CSS Catching Up to Flash? thumbnail
1:03:33
28 days ago

WeAreDevelopers LIVE - Is CSS Catching Up to Flash?

Chris Heilmann, Daniel Cranney, Bramus Van Damme

WeAreDevelopers LIVE - Project Chopin: Make Your Team and Agents Play Along thumbnail
1:21:17
about 1 month ago

WeAreDevelopers LIVE - Project Chopin: Make Your Team and Agents Play Along

Chris Heilmann, Daniel Cranney, Krzysztof Cieślak

Fake or News - AI Toothbrushes, Carrier Pigeon Tech & Life on Mars - Krzysztof Cieślak thumbnail
4:23
about 1 month ago

Fake or News - AI Toothbrushes, Carrier Pigeon Tech & Life on Mars - Krzysztof Cieślak

Chris Heilmann, Daniel Cranney

WeAreDevelopers LIVE - Open Source Agent Toolkits thumbnail
1:00:38
about 1 month ago

WeAreDevelopers LIVE - Open Source Agent Toolkits

Chris Heilmann, Daniel Cranney, Eddie Jaoude

Upcoming sessions on this topic

Open session

How We Cut Our API's p99 Latency from Minutes to Under a Second

  • Deepak Agrawal

    Atlassian

    Principal Software Engineer

Open session

React Under Fire: Rendering Performance for Streaming Agent UIs

  • Abhirupa Mitra

    Slack

    Senior Member of Technical Staff

Open session

Architecting Trusted AI: Coupling Multi-Agent Systems with dbt Semantic Store for Zero-Hallucination

  • Pushkar Mishra

    J.P. Morgan

    Senior Vice President

Open session

Beyond File Dumps: Context Engineering for Coding Agents

  • Animesh Dutta

    Arm

    Senior Software Engineer

Open session

We Deleted Our Observability Stack and Rebuilt It with OTEL: 12 Engineers to 4 at 20K+ clusters

  • Yash Sharma

    DigitalOcean

    Developer Advocate

Open session

How Google built a Consistent, Global Authorization System with Zanzibar (and you can too!)

  • Sohan Maheshwar

    AuthZed

    Lead Developer Advocate

Related videos

From event streaming to event sourcing 101 thumbnail
27:33
LIVE • almost 6 years ago

From event streaming to event sourcing 101

Gerard Klijs

Kafka Streams Microservices thumbnail
45:48
World Congress 2021 • over 5 years ago

Kafka Streams Microservices

Denis Washington, Olli Salonen

Development of reactive applications with Quarkus thumbnail
39:10
LIVE • almost 6 years ago

Development of reactive applications with Quarkus

Niklas Heidloff

From Guesswork to Governance: Data Contracts Bring API Discipline to Apache Kafka thumbnail
34:30
World Congress 2026 North America • 19 days ago

From Guesswork to Governance: Data Contracts Bring API Discipline to Apache Kafka

Sandon Jacobs

The Rise of Reactive Microservices thumbnail
46:24
World Congress 2022 • over 4 years ago

The Rise of Reactive Microservices

David Leitner

Developer Joy with Quarkus thumbnail
28:21
World Congress 2025 • about 1 year ago

Developer Joy with Quarkus

Daniel Oh

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.