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Design an architecture for real-time data processing using [Streaming_Technology] for [Use_Case]. Provide a flow diagram illustrating the components of the data pipeline. Recommend efficient data serialization and deserialization methods, stream processing functions, and persistent storage solutions. Detail the mechanisms for fault tolerance, data partitioning, and scaling to handle high-throughput data streams.
Design an architecture for real-time data processing using [Streaming_Technology] for [Use_Case]. Provide a flow diagram illustrating the components of the data pipeline. Recommend efficient data serialization and deserialization methods, stream processing functions, and persistent storage solutions. Detail the mechanisms for fault tolerance, data partitioning, and scaling to handle high-throughput data streams.