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Virtual machines are software-based emulations of physical computers that can run multiple operating systems and applications on a single physical server. They allow users to create and run virtual instances of computers within a host operating system, enabling them to test different software configurations, run multiple applications simultaneously, and isolate applications from one another for security purposes. Virtual machines have become increasingly popular in data centers and cloud computing environments due to their flexibility, scalability, and cost savings.