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Edge computing brings computational resources closer to the data source or endpoint devices, reducing latency, bandwidth usage, and reliance on centralized cloud infrastructure. It offers advantages such as improved performance, real-time processing, and offline operation. However, edge computing faces challenges such as limited resources, security concerns, and management complexity compared to cloud computing.