In this paper, we take the position that in order to facilitate efficient transaction processing on encrypted data we need to augment database servers with secure hardware in the cloud. The secure hardware enables the secure storage of encryption keys and can facilitate computation on encrypted data in the cloud without revealing the plaintext to an adversary.