Stream Processing with Redpanda and Apache Flink
Master stream processing fundamentals and advanced concepts using Redpanda and Apache Flink, from stateless operations to fault tolerance, followed by hands-on application building and deployment in Java.
Practical Pipelines: Houseplant Soil Alerting System with ksqlDB
Develop a houseplant soil alerting system using ksqlDB, exploring practical pipeline implementation for real-time data processing and monitoring.
Build ML-Enhanced Event Streaming Apps with Python Microservices - Conf42 Python 2023
Develop ML-enhanced event streaming applications using Python microservices, exploring real-time data processing and machine learning integration.
The Future of Application Development - Cloud Native Summit
Explore Kappa architecture, stream processing, and LLM integration for innovative application development. Learn to build scalable systems leveraging real-time data and AI capabilities.
A Gentle Introduction to Event Streaming and Processing Using Apache Pulsar
Explore event-driven systems, Apache Pulsar's unique capabilities in cloud-native applications, and its advantages over Apache Kafka. Learn about integrating Pulsar with Spring framework.
Spinning Your Drones with Cadence Workflows, Apache Kafka and TensorFlow
Explore building a real-time drone delivery app using Cadence and Apache Kafka, then apply TensorFlow for machine learning on streaming data to predict busy shops.
Online Machine Learning Based on Kafka Streams - Pollution Prediction System
Explore a system predicting pollution levels using Kafka Streams, based on historical and current weather data. Learn from WorldRemit's open-source project for practical machine learning applications.
Event Streaming for the Best of All Worlds
Explore event streaming's potential to revolutionize data processing and integration across diverse systems, enhancing real-time decision-making and operational efficiency.
Spring Cloud Stream: Past, Present, and Future
Explore Spring Cloud Stream's evolution, current capabilities, and future developments for building message-driven microservices with ease.
Kafka Without Zookeeper - Understanding KRaft Architecture and Benefits
Explore KRaft, Kafka's new architecture without Zookeeper. Learn its benefits, internal workings, monitoring metrics, troubleshooting tools, and future roadmap.
Deep Dive: The Replication Protocol in Apache Kafka
Explore Kafka's replication protocol, its role in data durability and high throughput, and learn about KRaft controllers for quorum-based replication in distributed systems.
How to Help Apache Kafka Achieve Elasticity Based on Cloud-Native Technology
Discover how to enhance Apache Kafka's elasticity using cloud-native technology. Learn about stateless Kafka Broker architecture, Elastic Stream, and cost-saving strategies for cloud infrastructure.
Real-time AI Made Easy - Harnessing Generative AI Functions in Apache Kafka and Apache Pulsar
Harness Generative AI Functions in Apache Kafka and Pulsar for real-time AI applications. Explore Vector Search, Computing Embeddings, and Chat Completion use cases with a live demonstration.
Kafka Monitoring: What Matters - Key Metrics and Performance Indicators
Explore key metrics for monitoring Kafka at scale, focusing on lag performance. Learn to interpret indicators, create dashboards, and set up proactive alerts for effective troubleshooting.
Architecting Applications with Multiple Open-Source Big Data Technologies
Discover insights on architecting complex distributed systems using multiple open-source big data technologies. Learn from real-world examples in IoT, fintech, and more.
Why Apache Kafka Clusters Are Like Galaxies - Cosmic Kafka Quandaries Explored
Explore cosmic Kafka mysteries: cluster sizes, scalability, and performance prediction. Gain insights into Kafka's behavior and optimization techniques for developers and operators.
Building Data Lakehouse from Scratch - End-to-End Data Engineering Project
Design, implement, and maintain scalable lakehouse architectures using Apache Spark, Kafka, Flink, Delta Lake, AWS, and open-source tools. Enhance data potential through advanced analytics and machine learning.
Developing a Stream Processing Application with Apache Kafka and Quarkus
Build high-performance Kafka-based event-driven architectures using Quarkus and MicroProfile Reactive Messaging. Learn through live coding, showcasing patterns and development techniques.
Building Sentiment Analysis with Kafka and AI/ML
Explore sentiment analysis using Kafka and AI/ML with Red Hat technologies through an interactive demo of a retail customer use case.
Optimize Apache Kafka with Cruise Control
Discover how Cruise Control optimizes Kafka clusters, maximizing hardware resources and simplifying management with AMQ Streams operator.
Microservices Transport Shootout - REST, gRPC, GraphQL, and Kafka
Explore and compare key microservices transport protocols: REST, gRPC, GraphQL, and Kafka. Gain insights into their strengths, weaknesses, and optimal use cases for efficient system design.