Distributed computing is a field of computer science that studies systems where components located on networked computers communicate and coordinate their actions by passing messages. It allows for the processing of large data sets and complex computations across multiple machines, effectively utilizing resources and improving performance. Key characteristics include scalability, fault tolerance, and resource sharing. Common use cases include cloud computing, grid computing, and large-scale data processing tasks, such as those found in big data analytics and scientific simulations.
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AI Fundamentals