Data Streaming Design Principles to Enrich Information in Kafka Input Messages

This article provides practical solution designs to enrich information in incoming messages and align them with Quantexa's Streaming Tier (Document Model) definitions, leveraging lookup principles to ensure seamless integration and efficient operation.

The Quantexa Streaming Tier is a critical component for enabling near-real-time data ingestion and processing. Ensuring that input messages adhere to the required schema and include necessary data is essential for maintaining system performance, reliability, and data integrity.

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  1. Conforming Data Using a Mapper Application
  2. Data streaming lookup design architecture
  3. Lookup considerations