Scalability
i. High Volume Processing: Handling millions of concurrent users demands scalable infrastructure. Approach: Utilize cloud-native architectures like Kubernetes for elastic resource allocation.
ii. Latency Optimization: Real-time recommendations require low-latency processing pipelines. Technique: Edge computing reduces delays by processing data closer to the source.
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