The youths, who had gone to Abu Dhabi in search of livelihood, have been imprisoned at Al Wathba jail there following a clash between two groups.
Majority of their parents came to know of their incarceration from their friends.
A deputation of parents of eight youths met the RS MP and urged him to use his office to get them released at the earliest.
Khanna told mediapersons that he has already taken up the issue with the Ministry of External Affairs.
He said that even earlier, many of the relatives of Indians living abroad had approached him for getting redressal of the problems of their kith and kin abroad.