Cloud computing is still fairly new technology. Like with any new technology that's introduced on them market, it is going to suffer some growing pains. Some of the common challenges of cloud computing includes: Privacy and data security, managing the the cloud computing system, dealing with lock in, and effectively managing the contractual relationships.