Java

When to choose Redpanda instead of Apache Kafka?

Data streaming emerged as a new software category. It complements traditional middleware, data warehouse, and data lakes. Apache Kafka became…

2 years ago

Streaming Machine Learning with Kafka-native Model Deployment

Apache Kafka became the de facto standard for event streaming across the globe and industries. Machine Learning (ML) includes model…

4 years ago

IoT Architectures for Digital Twin with Apache Kafka

A digital twin is a virtual representation of something else. This can be a physical thing, process or service. This…

5 years ago

Apache Kafka, KSQL and Apache PLC4X for IIoT Data Integration and Processing

Data integration and processing in Industrial IoT (IIoT, aka Industry 4.0 or Automation Industry). Apache Kafka, its ecosystem (Kafka Connect,…

5 years ago

Model Serving: Stream Processing vs. RPC / REST with Java, gRPC, Apache Kafka, TensorFlow

Machine Learning / Deep Learning models can be used in different ways to do predictions. Natively in the application or…

6 years ago

Video Recording – Apache Kafka as Event-Driven Open Source Streaming Platform (Voxxed Zurich 2018)

I spoke at Voxxed Zurich 2018 about Apache Kafka as Event-Driven Open Source Streaming Platform. The talk includes an intro…

7 years ago

Apache Kafka + Machine Learning => Confluent Blog Post and Github Project

I am happy that my first official Confluent blog post was published and want to link to it from by…

7 years ago

Deep Learning in Real Time with TensorFlow, H2O.ai and Kafka Streams (Slides from JavaOne 2017)

Apache Kafka + Kafka Streams to Produductionize Neural Networks (Deep Learning). Models built with TensorFlow, DeepLearning4J, H2O. Slides from JavaOne…

7 years ago

Case Study: From a Monolith to Cloud, Containers, Microservices

Case Study: How to Move from a (Middleware) Monolith to Cloud, Containers and Microservices leveraging Docker, Cloud Foundry, Kubernetes, Consul,…

8 years ago

Comparison of Open Source IoT Integration Frameworks

Comparison of Open Source IoT Integration Frameworks such as Eclipse Kura (+ Apache Camel), Node-RED, Flogo, Apache Nifi, StreamSets, and…

8 years ago