When it is happening connect your internet directly to the computer instead of the router and see if it still happens. If not, then put the router back in the loop and see if it returns.
If cutting your router out of the loop fixes it, it is something in your router. If not, then either it is your ISP or your computer. The fact that it happened to multiple computers simultaneously (at least for a while) would indicate ISP.
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