Real-time data ingestion into Snowflake and Iceberg often incurs hidden costs from infrastructure complexity, small file proliferation, and inefficient processing pipelines. Traditional Kafka deployments require multiple components (brokers, ZooKeeper, connectors, schema registries), while continuous streaming creates thousands
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Table of contents
The hidden costs of real-time streaming #A strategic framework for cost optimization #Simplify real-time data ingestion in Snowflake and Iceberg with Redpanda #Simplify your streaming infrastructure #Sort: