Hi Badal,
Azure fabric cache doesn't utilize development fabric(dfservice.exe), instead, it connect to real cloud directly. Threrefore, the problem you encounter may not related to appfabric cache. I suggest you create new cloud app and run on devfabric, it
may help you to isolate the issue.
Thanks,
Mog Liang