Service Mesh and Cloud-Native Microservices with Apache Kafka, Kubernetes and Envoy, Istio, Linkerd

Microservice architectures are not free lunch! Microservices need to be decoupled, flexible, operationally transparent, data aware and elastic. Most material…

Read More »

Apache Kafka & KSQL & TensorFlow for Data Scientists via Python & Jupyter Notebook

Why would a data scientist use Kafka Jupyter Python KSQL TensorFlow all together in a single notebook? There is an…

Read More »

Deep Learning Example: Apache Kafka & Python & Keras &TensorFlow & Deeplearning4j

I added a new example to my “Machine Learning + Kafka Streams Examples” Github project: “Python + Keras + TensorFlow…

Read More »

Apache Kafka & MQTT = End-to-End IoT Integration (Github Examples)

Kafka and MQTT are two complementary technologies. Together they allows to build IoT end-to-end integration from the edge to the…

Read More »

Deep Learning KSQL UDF for Streaming Anomaly Detection of MQTT IoT Sensor Data

I built a scenario for a hybrid machine learning infrastructure leveraging Apache Kafka as scalable central nervous system. The public…

Read More »

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. My preferred way is to…

Read More »

Machine Learning Trends of 2018 combined with the Apache Kafka Ecosystem

At OOP 2018 conference in Munich, I presented an updated version of my talk about building scalable, mission-critical microservices with…

Read More »

Apache Kafka Streams + Machine Learning (Spark, TensorFlow, H2O.ai)

I started at Confluent in May 2017 to work as Technology Evangelist focusing on topics around the open source framework…

Read More »

Why I Move (Back) to Open Source for Messaging, Integration and Stream Processing

After three great years at TIBCO Software, I move back to open source and join Confluent, a company focusing on…

Read More »