AI for connectivity hackathon 

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Synthapse

PiotrZak

Bakht

hamnaSheikh

SohaibAamir28

MalikZubair069

Forecasting algorithms for network prediction via simulated data, to integrate modern solutions (Satelitte ISPs) - for most people in the world.
The solution is in python + using some google colabs. Github repository is available in : https://github.com/Synthapse/Network and Google Colab in https://colab.research.google.com/drive/1MGkMvDWOphm4Iyn8Kwq-_I2LyH07Khv9?usp=sharing#scrollTo=pSjoPXIHn2P7.

There are a lot of potential cases for improving solutions - and feed it with real data.
Cause the real network may contains more nodes- the solution contains only 217 nodes, that the separating via different kafka brokers and kubernetes will be supportive

Provide connection between nodes in graph via real time communication and analysis with some ML algorithms (Time Series, GNN)

"Synthapse team on AI for connectivity hackathon Hackathon"

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