It was (and is!) mainly based in Arabia, but is widespread across Africa, and something very close to slavery is practiced in Brazil.
The earliest record of slavery is dated back to 1760 B.C. From the code of hammurabi(Babylon now Rome)..... But there is a possibility that it could have existed from around 11000B.C.