Embodiments generally relate to data security in a computing system. The present technology discloses techniques that can enable an automatic generation of encryption keys using a service controller in communication with a key management server. By enabling an automatic mechanism for encryption key generation, the present technology can achieve data encryption efficiency for a large number of servers.