Jupyterlab notebook takes more time to load for the first time when connected to a remote server


I’m trying to access the Jupyter notebook server hosted in remote server from my local using SSH tunnelling.
Remote server OS - Windows Server, Local OS - Mac OS

I’m able to connect to the remote server successfully but its taking nearly 30 min to open the JuypterLab in my local for the first time. Once its opened and I’m able to access everything at normal speed.

How to reduce the initial load time, I can’t wait 30 min every time when I connect to my Jupyter server.
Let me know your thoughts/suggestions in reducing this initial load time.

Thanks in advance for your time and help.