Kai Waehner
Kai Waehner
hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference
Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required
ksql-udf-deep-learning-mqtt-iot
Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data
kafka-connect-iot-mqtt-connector-example
Internet of Things Integration Example => Apache Kafka + Kafka Connect + MQTT Connector + Sensor Data
tensorflow-serving-java-grpc-kafka-streams
Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response
kafka-streams-machine-learning-examples
This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with...
ksql-fork-with-deep-learning-function
Deep Learning UDF for KSQL, the Streaming SQL Engine for Apache Kafka with Elasticsearch Sink Example
iiot-integration-apache-plc4x-kafka-connect-ksql-opc-ua-modbus-siemens-s7
Industrial IoT (IIoT) Integration and Data Processing with Apache PLC4X, Kafka Connect, KSQL (OPC-UA, Modbus, Siemens S7)
python-jupyter-apache-kafka-ksql-tensorflow-keras
Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL