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Edge computing is a technology that brings data processing closer to where it is created, reducing latency and providing a more efficient approach to handling extensive data. It has been successfully used in various application domains and has immense potential within the retail sector to revolutionize customer experience and enhance services. Retailers face several difficulties and challenges in offering seamless and personalized customer experience, such as scarce resources, tracking customer behavior, and slow response times, which can be addressed by leveraging edge computing.