Cloud computing refers to internet-based computing services that allow for scalable access to hardware, software, and storage without the need for local infrastructure. It offers several advantages, such as reduced costs, improved performance, and unlimited storage, while also posing challenges related to security, reliability, and dependency on internet connectivity. Different service models like SaaS, PaaS, and IaaS provide varied functionalities, enabling companies to adopt cloud solutions according to their needs.