Kafka's ____ partitioning mechanism is essential for scalable and robust data ingestion in Hadoop.
- Hash-based
- Key-based
- Round-robin
- Time-based
Kafka's Hash-based partitioning mechanism ensures that data with the same key is sent to the same partition, ensuring order and consistency in the distributed system. This is crucial for scalable and reliable data ingestion in Hadoop using Kafka.
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