RAID bus controller: Intel Corporation 82801JIR (ICH10R) SATA RAID Controller
Subsystem: Super Micro Computer Inc Unknown device 0007
Is any one know which Linux utility I can install on my server to manage above said RAID device from command line.
What kind of management do you expect? ICH10R-based RAID controllers are so called fake- or software-RAID controllers, the OS needs to do all the work. There are numerous writeups, walkthroughs and howtos on how to get software RAID working with dmraid, here is one specifically written for Ubuntu users.
Try MegaCli - I use it for manage and monitoring purposes. LSI provides Linux-version of this utility and related lib in rpm packages.