In this work we introduce some of the key ideas of vehicular cloud computing applied to 5G cellular networks. We present some of the challenges and solutions that are being devised for these networks, with a special focus on the lower layers of 5G cellular systems. The main challenges in vehicular cloud computing examined in this paper are mobility, latency, network topology, network security, and reliability.