Amazon EMR (Elastic MapReduce) is a cloud-based service provided by Amazon Web Services (AWS) that allows for the processing and analysis of vast amounts of data. It leverages Hadoop, an open-source framework, to distribute data and processing tasks across a resizable cluster of Amazon EC2 instances. This makes it an ideal tool for handling large datasets, such as those commonly found in cancer research.