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
☆416Updated 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:
- Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data☆300Updated last year
- Internet of Things Integration Example => Apache Kafka + Kafka Connect + MQTT Connector + Sensor Data☆211Updated 5 years ago
- This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leve…☆862Updated last year
- Deep Learning UDF for KSQL, the Streaming SQL Engine for Apache Kafka with Elasticsearch Sink Example☆79Updated 7 years ago
- Kafka Connect MQTT Connector☆57Updated last year
- One click deploy docker-compose with Kafka, Spark Streaming, Zeppelin UI and Monitoring (Grafana + Kafka Manager)☆121Updated 4 years ago
- Generic IoT data simulator. Provides possibility to replay datasets or generates data on fly. Supports various IoT platforms out of the b…☆114Updated 5 years ago
- Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL☆96Updated 6 years ago
- Streaming Synthetic Sales Data Generator: Streaming sales data generator for Apache Kafka, written in Python☆44Updated 2 years ago
- ☆32Updated 7 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
- Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)☆191Updated last month
- Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response☆149Updated last year
- A full big data pipeline (Lambda Architecture) with Spark, Kafka, HDFS and Cassandra.☆179Updated last month
- This application receives messages from a mqtt broker and sends the messages to a kafka cluster. Topic mapping is configurable.☆29Updated last month
- Apache StreamPipes - A self-service (Industrial) IoT toolbox to enable non-technical users to connect, analyze and explore IoT data strea…☆669Updated this week
- 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
- spark on kubernetes☆104Updated 2 years ago
- Spark on Kubernetes using Helm☆34Updated 5 years ago
- Code repository for the Mastering Kafka Streams and ksqlDB book☆493Updated last year
- ☆158Updated 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…☆35Updated 5 years ago
- Spark and Hive docker containers sharing a common MySQL metastore☆26Updated 5 years ago
- Complete high-quality practice tests of 50 questions each will help you master your Confluent Certified Developer for Apache Kafka (CCDAK…☆89Updated last year
- Kafka Connect REST connector☆111Updated 2 years ago
- 🔗 A multipurpose Kafka Connect connector that makes it easy to parse, transform and stream any file, in any format, into Apache Kafka☆335Updated this week
- ☆58Updated last year
- ☆79Updated last year
- Creation of a data lakehouse and an ELT pipeline to enable the efficient analysis and use of data☆47Updated last year
- Various Demos mostly based on docker environments☆33Updated 2 years ago