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Virtual machines are software-based emulations of physical computers that can run operating systems and applications just like a physical computer. They allow users to run multiple operating systems on a single physical machine, enabling better resource utilization and flexibility. Virtual machines are commonly used for testing software, running legacy applications, and isolating environments for security purposes. They are also a key component of cloud computing technology, allowing for efficient allocation of resources and scalability.