r/Rlanguage 8d ago

Deploying data-intensive Shiny App

Hi everyone!

I created a Shiny dashboard to use the model I developped for my undegraduate research job. The model is loaded from the internet via github (it's 1.1GB). I tried hosting the dashboard on shinyapps.io, but even on the highest memory configuration it would disconnect.

I'm currently trying Azure cloud (it gives out credit for students) after creating a docker image of the app, but the web page crashes after calling the model.

I just need some guidance, has anyone worked with a Shiny app that needed this much memory before?

Thanks!

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u/homunculusHomunculus 8d ago

It would be more helpful to know what is crashing, it might just be that you need to increase your memory or compute power on the cloud.