Cloud computing is the concept and this concept has been implemented by many companies. For example, Amazon implemented it and named their product as Amazon EC2 or Amazon web services, Google call it as Google App Engine and so on.
On similar lines Microsoft also created a product based on cloud computing concept and it is called as "Microsoft Azure". So MS Azure provides a platform with cloud computing capabilities so that you can get all the benefits of cloud computing.
