SharePoint site with InfoPath forms and Random session lost issue

We were able to fix a sticky issue which was bugging us since a long time. Its a sporadic issue and its always interesting to debug issues like these. Issue details: This is in reference to SharePoint portal site which uses InfoPath Forms extensively which was extended into multiple zones (intranet, extranet) with dual authentication [...]