Hi Raj,
Joining a an analytic view with other objects is not an optimal 'specially if it can be avoided. Better approach is embedding the attribute view directly inside analytic view via referential JOIN. This should improve your situation dramatically.
OLAP engine in HANA is designed for performance and we should leverage when possible.
Kind regards, Ram