Reuters reports the transaction could be unveiled as early as Monday and would mark the largest for Oracle since its $5.6 billion acquisition of Sun Microsystems in 2009.
Oracle has been buying other technology firms as part of a cloud computing market push, according to Reuters.
Micros Systems develops point-of-sale systems for hotels, restaurants and other enterprise customers.