Workshop: Apache Kafka and ksqlDB in Action: Let's Build a Streaming Data Pipeline!
Have you ever thought that you needed to be a programmer to do stream processing and build streaming data pipelines? Think again! Apache Kafka is a distributed, scalable, and fault-tolerant streaming platform, providing low-latency pub-sub messaging coupled with native storage and stream processing capabilities. Integrating Kafka with RDBMS, NoSQL, and object stores is simple with Kafka Connect, which is part of Apache Kafka. ksqlDB is a SQL streaming engine for Apache Kafka, and makes it possible to build stream processing applications at scale, written using a familiar SQL interface.
In this workshop you will learn the architectural reasoning for Apache Kafka and the benefits of real-time integration, and then build a streaming data pipeline using nothing but your bare hands, Kafka Connect, and KSQL.
Gasp as we filter events in real time! Be amazed at how we can enrich streams of data with data from RDBMS! Be astonished at the power of streaming aggregates for anomaly detection!
Key Takeaways
- An introduction to the Apache Kafka ecosystem
- Key streaming concepts and design patterns
- Integrating systems with Kafka using Kafka Connect
- Exploring data with ksqlDB
- Using ksqlDB to filter, join, and aggregate data in Kafka
- Querying state from ksqlDB
Tracks
Monday, 4 April
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Architectures You've Always Wondered About
Hard-earned lessons from the names you know on scalability, reliability, security & performance.
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Innovations in ML Systems
Discover how to operationalize machine learning applications that are scalable, secure, interpretable.
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Developer Enablement - The Secret Weapon
How to supercharge developer productivity and happiness.
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Performance & Mechanical Sympathy
Wrangling computer architectures to achieve your performance goals.
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Current Trends in Frontends
Emerging frameworks and tools for web & mobile frontends.
Tuesday, 5 April
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Building and Evolving APIs
How would you design and implement your APIs if you were starting today?
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Staff-Plus Engineer Path
What are the skills you need to develop if you want to stay on the technical track to technical lead, staff, or principal? What will it take to thrive in this type of role?
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Debug, Analyze & Optimise... in Production!
Learn how to make the most out of your observability.
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Resilient Architectures
Building systems that can handle failures.
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Modern Java
New, shiny, and proven – making your Java life better.
Wednesday, 6 April
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WebAssembly & Modern Systems Programming Languages
Writing efficient code with modern systems languages like Rust and WebAssembly
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Effective Microservices: What It Takes to Get the Most Out of This Approach
Patterns for building, organizing, observing & operating microservices in the real world.
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Modern Data Pipelines & DataMesh
Learn about emerging solutions for creating modern data pipelines for common data challenges.
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Optimising for Speed & Flow
Discover processes, practices & organizational structures that can help us build & release faster.
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Enterprise Blockchain
Real-world examples and case studies on blockchain, DeFi, Web3, and more.