I was discussing again with our network technician and he discovered that there is a compatibility issue between the routers that link our current location to the server location (TP LINK router versus CISCO router).

He will change the TP LINK one, hopefully this is the root of the problem.

I will reply if the issue persists after this. In the mean time I am still testing connections and viewing logs.