In 2002, Amazon introduced its web-based retail services. However, on average, the used capacity for the underlying infrastructure was less than 20% at that time. This was the birth of Amazon Web Services or AWS, which allowed the cloud computing infrastructure to be used more efficiently. Soon after, other large organizations like Microsoft, IBM, Oracle followed Amazon's lead and began utilizing this model for their own businesses.