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. Log in to read the full guide on Data Streaming Design Principles to Enrich Information in Kafka Input Messages, including: Conforming Data Using a Mapper Application Data streaming lookup design architecture Lookup considerationsDesigning a Kafka Solution to Meet Functional and Non-Functional Requirements Beyond Quantexa
Designing a Quantexa streaming solution that addresses both functional and non-functional requirements can be challenging, especially when specific use cases require capabilities beyond the OOB functionalities of Quantexa platform. While some extensions may be necessary to meet these requirements, it is important to avoid unnecessary customizations and follow Quantexa’s best practices to ensure the solution remains: Future-proof: Ready for platform upgrades and changes. Aligned with industry standards: Compliant with recognized guidelines and practices. Optimally performing: Delivering high efficiency and responsiveness. Scalable: Easily adaptable to growing data and user demands. Seamlessly integrated: Enhancing operational efficiency within the Quantexa ecosystem. This article explores how to design Kafka streaming solutions that address unique requirements while staying aligned with Quantexa's best practices, minimizing customizations, and leveraging the platform’s capabilities effectively. Read the full article (login required): Designing a Kafka Solution to Meet Functional and Non-Functional Requirements Beyond Quantexa