Jupyter Server goes down when module need more memory

Hi,
I am experimenting with SVM and trying to plot the visualization however jupyter servers goes down if my visualization/plot need more memory. Same code works fine on my local system but in cloudxlab, jupyter server goes down and my notebook disconnects in the middle.

You can refer my code here.

https://jupyter.e.cloudxlab.com/user/rakeshkumartiwary6460/notebooks/My_Lab_Exercise/Udemy/support_vector_machine_original.ipynb

Module Creating problem are:
## 1.9 Visualising the Training set results
## 1.10 Visualising the Test set results

Is there some kind of limitation in the server side ?

Hi @Rakesh_Kumar,

Please check the Fair Usage Policy here. Our bots kill the process if the fair usage limits are reached.

Thanks Abhinav. Is there a way to increase the memory limit from 2G ?