edge-analytics-dashboard

A end to end system for running machine learning models on the edge through ARM platforms. Written in React JS, Node JS, Go, Python and implementing Gossip protocol.

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Edge Analytics

A single point dashboard for managing Edge devices The main objective of this project is to deploy and run machine learning models on the edge.

Techstack

  • ReactJS
  • Nodejs
  • AWS SQS
  • MongoDB
  • AWS S3
  • Jetson TX3
  • Tensorflow

Architecture

Overall Architectire

Architecture Diagram

Edge Architecture

Edge Architecture

Server Architecture

Server Architecture

How to run

  • make sure node and npm in installed. here

Clone this repo

git clone https://github.com/mhn10/edge-analytics-dashboard

Frontend

Change into directory of frontend

cd Frontend

Install node packages

npm install

or through yarn

yarn install

Once the packages are installed, perform npm start

npm start

Server

Change into directory of Backend

cd Backend

Install node packages

npm install

or through yarn

yarn install

Once the packages are installed, run the file

node index.js

Jetson

Refer Jetson Readme

React

Refer React Readme

Credits

Mentor - Kaikai Liu

Lead Developers - Mithun Harikumar Nair (@mhn10) Pavan Kumar Shekar (@PavanKumarShekar) Ragvendra Dixit (@raghvendra1218) Sahil Sharma (@Sahil12S)

License

The MIT License (MIT)

Copyright (c) 2015 Mithun Harikumar Nair (@mhn10), Pavan Kumar Shekar (@PavanKumarShekar), Ragvendra Dixit (@raghvendra1218), Sahil Sharma (@Sahil12S)

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.