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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 isolated environments for running different types of software without affecting the underlying hardware. Virtual machines are commonly used in cloud computing, software testing, and development environments to improve efficiency and flexibility in managing resources.