Design a Real-Time Sports Scoring System

Design a real-time sports scoring system that can ingest, process, and distribute live scores and statistics to millions of users with minimal delay. Focus on the architecture for efficient data ingestion from multiple sources, implementing real-time updates, and strategies for scalable data distribution. Address challenges like handling sudden traffic spikes during popular events, ensuring data consistency, and providing personalized updates to users.