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machine-downtime-monitor-on-aws icon machine-downtime-monitor-on-aws

Machine Downtime Monitor on AWS is a self-service, cloud solution that customers can utilize to monitor their machines for breakdowns on factory floors. The solution connects to machines on a factory floor via the OPC-DA protocol and provides a near real-time view of machines statuses across lines and factories. The solution deploys Amazon Kinesis stream and provides a flexible model to configure how machine data should be interpreted, based on customers’ needs.

machine-learning-for-telecommunications icon machine-learning-for-telecommunications

A base solution that helps to generate insights from their data. The solution provides a framework for an end-to-end machine learning process including ad-hoc data exploration, data processing and feature engineering, and modeling training and evaluation. This baseline will provide the foundation for industry specific data to be applied and models created to release industry specific ML solutions.

machine-learning-lab icon machine-learning-lab

ML Lab enables teams to be more productive in delivering machine learning solutions for their products and datasets.

machine-learning-server-docs icon machine-learning-server-docs

This is the GitHub repository for the technical product documentation for Machine Learning Server. See the README.md file for more. This documentation is published to:

machine-remediation icon machine-remediation

Incubating: Deploy all components to recognize unhealthy machines and apply different remediation strategies on it

machine-spec icon machine-spec

Defines gRPC machine-interface for machine-controller-manager

machine-to-cloud-connectivity-framework icon machine-to-cloud-connectivity-framework

Machine to Cloud Connectivity Framework is a reference implementation that enables connectivity between equipment supporting Open Protocol Communication Data Access (OPC DA) and Open Protocol Communication Unified Architecture (OPC UA) can be used to build connectors for other protocols within factories.

machinebeat icon machinebeat

This is a beat for collecting data of machines, sensors and PLCs. At the moment this is supporting OPC UA and MQTT. More to add.

machined icon machined

A static site generator and Rack server built using Sprockets 2.0

machinelearning icon machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

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