First you need to install a certified compiler on Linux as per Note.43208.1
Then you need to install a Oracle client on Linux system and need to compile and rebuild the application using the client installed on Linux.
Refer the below Note for FAQ and compilation steps :
Precompiler FAQ's About Migration / Upgrade (Doc ID 377161.1)