# Scalability

**i. High Volume Processing:**\
Handling millions of concurrent users demands scalable infrastructure. \
\
Approach: Utilize cloud-native architectures like Kubernetes for elastic resource allocation. &#x20;

**ii. Latency Optimization:**\
Real-time recommendations require low-latency processing pipelines.\
\
Technique: Edge computing reduces delays by processing data closer to the source.&#x20;


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