kaiwaehner / hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inferenceLinks
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
☆417Updated 4 years ago
Alternatives and similar repositories for hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference
Users that are interested in hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference are comparing it to the libraries listed below
Sorting:
- Internet of Things Integration Example => Apache Kafka + Kafka Connect + MQTT Connector + Sensor Data☆211Updated 5 years ago
- Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data☆301Updated last year
- This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leve…☆870Updated last year
- A hybrid Big Data pipeline architecture that combines a real-time streaming layer with a batch layer to process large datasets(Lambda Arc…☆182Updated 2 weeks ago
- Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL☆97Updated 6 years ago
- Deep Learning UDF for KSQL, the Streaming SQL Engine for Apache Kafka with Elasticsearch Sink Example☆79Updated 7 years ago
- One click deploy docker-compose with Kafka, Spark Streaming, Zeppelin UI and Monitoring (Grafana + Kafka Manager)☆121Updated 4 years ago
- ☆158Updated 2 years ago
- Fully reproducible, Dockerized, step-by-step, demo on how to stream tables from Postgres to Kafka/KSQL back to Postgres. Detailed blog p…☆152Updated 3 years ago
- Various Demos mostly based on docker environments☆33Updated 2 years ago
- Kafka Connect MQTT Connector☆57Updated last year
- ☆59Updated last year
- Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)☆195Updated 3 months ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆121Updated 2 years ago
- spark on kubernetes☆104Updated 2 years ago
- The demo of using Kafka, Spark, Hive, Cassandra, etc by using Docker. It produces the production ready environment for any kinds of big d…☆37Updated 5 years ago
- Boilerplate for PySpark on Cloud Kubernetes☆33Updated 3 years ago
- Streaming Synthetic Sales Data Generator: Streaming sales data generator for Apache Kafka, written in Python☆44Updated 2 years ago
- Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response☆150Updated last year
- A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python,…☆209Updated 6 years ago
- 🔗 A multipurpose Kafka Connect connector that makes it easy to parse, transform and stream any file, in any format, into Apache Kafka☆340Updated 2 weeks ago
- Spark on Kubernetes using Helm☆34Updated 5 years ago
- Code repository for the Mastering Kafka Streams and ksqlDB book☆494Updated last year
- Learn Apache Spark in Scala, Python (PySpark) and R (SparkR) by building your own cluster with a JupyterLab interface on Docker.☆495Updated 2 years ago
- Sample IoT application simulating a monitoring dashboard for a fleet management/shipping company.☆67Updated 2 years ago
- A modern real-time streaming application serving as a reference framework for developing a big data pipeline, complete with a broad range…☆42Updated 5 years ago
- Example of different security configurations for Apache Kafka and the Confluent Platform☆179Updated last year
- Maven quick start for building Kafka Connect connectors.☆148Updated 4 years ago
- ☆118Updated 2 years ago
- This project provides Docker compose files to deploy an Apache Kafka platform with a monitoring stack using Prometheus and Grafana☆143Updated last year