Scenario: A company wants to integrate Hive with Apache Kafka for real-time data processing. Describe the steps involved in configuring Hive Architecture to seamlessly integrate with Apache Kafka and discuss any considerations or challenges that may arise during this integration process.

Integrating Hive with Apache Kafka involves steps like setting up Kafka Connect to stream data into Hive, defining external tables in Hive to query Kafka topics, configuring Kafka producers, and implementing SerDe for data interpretation. Considerations include optimizing Kafka consumer settings for efficient data transfer and enabling Hive metastore notifications for metadata synchronization. Challenges may arise in ensuring data consistency and maintaining performance in real-time data processing workflows.