kaiwaehner

kafka-streams-machine-learning-examples kaiwaehner/kafka-streams-machine-learning-examples Java

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 Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

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hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference kaiwaehner/hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference Jupyter Notebook

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

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ksql-udf-deep-learning-mqtt-iot kaiwaehner/ksql-udf-deep-learning-mqtt-iot Java

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

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kafka-connect-iot-mqtt-connector-example kaiwaehner/kafka-connect-iot-mqtt-connector-example Shell

Internet of Things Integration Example => Apache Kafka + Kafka Connect + MQTT Connector + Sensor Data

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tensorflow-serving-java-grpc-kafka-streams kaiwaehner/tensorflow-serving-java-grpc-kafka-streams Java

Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response

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ksql-fork-with-deep-learning-function kaiwaehner/ksql-fork-with-deep-learning-function Java

Deep Learning UDF for KSQL, the Streaming SQL Engine for Apache Kafka with Elasticsearch Sink Example

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iiot-integration-apache-plc4x-kafka-connect-ksql-opc-ua-modbus-siemens-s7 kaiwaehner/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)

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Repositories (7)