Weird. This happens to me with Windows 8.1 + IE11 (work) and Windows 7 + IE11 (home) from different ISPs.
I'm seeing the connection being aborted, and the F12 dev tools don't report enough to diagnose them. Openning 10 tabs, and telling IE11 to reload all tabs reliable causes one or two tabs to fail to load the page at all.