For building a resilient and scalable system that processes high-volume, real-time weather data streams, the microservices architecture combined with a message queue system is the most suitable design pattern. A 'microservices architecture' is a design approach where an application is structured as a collection of small, independent services, modeled around a business domain. 'Resilience' refers to the system's ability to withstand failures and continue operating. 'Scalability' refers to the system's ability to handle increasing workloads. A 'message queue system' (e.g., Kafka, RabbitMQ) is a so....
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