ksql-udf-deep-learning-mqtt-iot
IoT Analytics Engine
Develops UDFs for anomaly detection in IoT sensor data using deep learning and KSQL streaming analytics.
Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data
291 stars
31 watching
114 forks
Language: Java
last commit: about 1 year ago confluentconfluent-platformdeep-learningh2oaijavakafkakafka-clientkafka-connectksqlmachine-learningmqttopen-sourcetensorflow
Related projects:
| Repository | Description | Stars |
|---|---|---|
| kaiwaehner/ksql-machine-learning-udf | An implementation of a user-defined function for anomaly detection using deep learning in Apache Kafka's KSQL | 11 |
 jpzwolak/qflow-suite | A machine learning framework for training models on quantum dot data | 40 |
 confluentinc/ksql | A database for real-time stream processing applications built on top of Apache Kafka. | 133 |
 openmined/kotlinsyft | Enables secure, on-device machine learning training and inference for Android devices using PySyft models | 86 |
 deploykf/deploykf | Builds machine learning platforms on Kubernetes by combining popular tools and services | 381 |
 kubeflow/katib | An automated machine learning system that supports hyperparameter tuning and neural architecture search on Kubernetes. | 1,521 |
 kmax/cqels | Continuous Query Evaluation over Linked Data using a Java framework | 5 |
 linkedin/kafka-monitor | Automates monitoring of Kafka cluster performance and health using end-to-end pipelines to collect vital statistics | 2,023 |
 kubedl-io/kubedl | Enables efficient deep learning workload deployment on Kubernetes | 513 |
 preritj/segmentation | Deep learning models for semantic segmentation of images | 101 |
 google/qkeras | A deep learning library that provides an easy-to-use interface for quantizing neural networks and accelerating their inference on various hardware platforms. | 541 |
 salesforce/kafka-junit | A library to run Kafka tests in an embedded cluster | 170 |
 kwotsin/tensorflow-xception | An implementation of a deep learning model for computer vision tasks using TensorFlow | 208 |
| confluentinc/kafka-connect-hdfs | A Kafka connector that enables data transfer between Kafka and Hadoop's Distributed File System | 15 |