Is there any way to create CUBE DIMENSIONS in HBase or OLAP with it? I want to create CUBE DIMENSIONS kind of application with my HBASE or HIVE and connect that with SSAS for re
It is quite possible. In fact several attempts have been made in recent past towards the same. See HBase-Lattice and urbanairship datacube, for example.
You might also find this presentation helpful, which talks about Low Latency “OLAP” with HBase.
HTH
You can look at Kylin from eBay. It enables you to build cubes from hive and saves the resulting data to hbase