Hello Paaras,
This is due to connetivity issue.
1.Check the certificates installed.
2.Check any port/Firewall is blocking.
3.Check for proxy settings.
You can debug using XPI inspector as well(as Praveen suggested)
Just to ensure if the webservice is up and running you can try testing using SOAP UI as well.