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In this repository you'll find everything you need to get started in creating a Digital Twin with MongoDB and AWS. More specifically, you'll find code samples and demos using the Realm database with MongoDB Atlas, Device sync and Amazon SageMaker.

JavaScript 3.00% Dockerfile 1.49% CSS 4.49% HTML 17.26% TypeScript 29.77% Swift 35.44% Python 8.54%
aws mongodb digitaltwin connectedvehicles

vehicle-digital-twin-feedback-loop's Introduction

Vehicle Digital Twin Set Up with MongoDB & AWS

A connected vehicle platform opens a window of analytical data that manufacturers can use to provide recommendations for safer, more efficient and improved driving experiences. Personalized driving experiences are made possible through bidirectional information exchange between applications in the car, mobile, webapps and machine learning interfaces in the cloud.

However, creating such a cutting edge connected vehicle platform requires the best-in-class foundation. With MongoDB Atlas and the AWS ecosystem, you are provided with such building blocks. MongoDB is your end-to-end data layer for efficient bidirectional data exchange, ensuring consistency on a mobile device, vehicle, and the cloud. AWS, including SageMaker and its integration capabilities, is your public cloud infrastructure allowing you to gain value out of your data and produce the right recommendations for enhanced driving experiences.

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Under the hood we use a mix of MongoDB and AWS components nicely put together to create this end to end scenario. If you are curious and want to learn how it works you can jump directly to the demo section.

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With these tools in mind, let’s begin creating a cutting edge connected vehicle platform!

Set Up Instructions

Part 1: Set up the MongoDB Atlas Digital-Twin Backend

Set up the MongoDB Atlas Digital-Twin Backend

Part 2: Set up the Typescript Vehicle Simulator

Set up the Typescript Vehicle Simulator

Part 3: Set up the iOS Swift Vehicle Controller Mobile Application

Set up the iOS Swift Vehicle Controller Mobile Application

Part 4: Set up the Amazon SageMaker Integration

Set up the Amazon SageMaker Integration

Step by Step Demonstration

Step by Step Demonstration: Telemetry Feedback Loop Use Case

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