Cloud computing is a network-based computing model that provides hardware, software, and services over the internet, allowing users to access resources without understanding the underlying infrastructure. Key benefits include cost savings, improved performance, instant updates, and virtually unlimited storage, while challenges include security concerns, policy issues, and reliance on internet connectivity. Despite its advantages, cloud computing may have limitations such as slower performance, data security risks, and dependence on high-speed internet connections.