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.