Thanks Vidushi.. The error was due to timeout. This is addressed as part of bug2358617 , as the restore requests are now asynchronously processed. Please verify the same once the build is available.
Since the problem described in this bug report should be resolved in a recent advisory, it has been closed with a resolution of ERRATA. For information on the advisory (Important: Red Hat Ceph Storage 8.1 security, bug fix, and enhancement updates), and where to find the updated files, follow the link below. If the solution does not work for you, open a new bug report. https://access.redhat.com/errata/RHSA-2025:9775