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Serverless computing is a cloud computing model in which cloud providers dynamically manage the allocation of machine resources, allowing developers to focus on writing code without worrying about provisioning or managing servers. In traditional server-based computing, developers are responsible for managing servers and infrastructure, whereas serverless computing abstracts away the underlying infrastructure, providing automatic scaling and pay-as-you-go pricing.