After googling for a while, and trying various solutions. I found the one that worked for me at here:
https://github.com/SeleniumHQ/selenium/issues/2903#issuecomment-272112510
As mentioned in that comment, try to add 127.0.0.1 localhost
to /etc/hosts
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