Design a comprehensive event-driven architecture for a real-time bidding platform that handles 10 million requests per second with sub-100ms latency. Your response must address message partitioning strategies, eventual consistency models, and fault tolerance. Compare the use of Apache Pulsar versus Apache Kafka for this specific workload, detailing the replay mechanisms and schema evolution strategies required for long-term data retention.