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ERTIS Research Group (@ertis-research)

ertis-research

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kafka-ml

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

opentwins

Innovative open-source platform that specializes in developing next-gen compositional digital twins

flightradar24-to-kafka-to-node-red-worldmap

Docker stack to get the flight information, send it to Apache Kafka and visualize in Node-RED worldmap

PyTorchKafkaDataset

PyTorch Kafka Dataset: A definition of a dataset to get training data from Kafka.

lwm2m-blockchain

In this repository, the LWM2M protocol is integrated with blockchain to improve reliability and auditability. This integration also provides a secure ledger to store critical information like anomalies. The Java implementation of LWM2M, Leshan, and Ethereum testnet Ropsten have been be used for this purpose.

Jupyter Notebook

DDNN

A low-latency and fault-tolerant framework for Distributed and Deep Neural Networks over the Cloud-to-Things Continuum

shm-wind-turbines

Structural Health Monitoring of Wind Turbines

ethereum-fundamentals

grafana-panel-unity

grafana-panel-what-if

This Grafana panel is a powerful tool for conducting What-If predictive analysis with Artificial Intelligence models, with a special focus on Machine Learning

ActiveNetworkManagementMAS

Maintaining the energy flexibility of a smart grid through deep learning and deep reinforcement learning

ConcreteDamageDetection

Reinforced Concrete Bridge Defect Detection with Convolutional Neural Networks

grafana-app-opentwins

pollen-analysis-app

Web application for the detection and counting of pollen particles

pollen-classifier-container

faas-ddnn-continuum

Functions as a Service for Distributed Deep Neural Network inference over the Cloud-to-Things continuum

Jupyter Notebook

extended-api-for-eclipse-ditto

FMI-support-for-digital-twins-platform

kafka-ml-seminar

Seminar Course of Kafka-ML

Jupyter Notebook

rpi-cluster

FogPi Cluster project

error-detection-for-eclipse-hono-with-kafka-ml

MultiAgentSystem

Jupyter Notebook

Helm-charts

ERTIS Research group Helm Chart repository

images

reliable-iot

From the Edge to the Cloud: enabling reliable IoT applications

kafka-ml-to-eclipse-ditto