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Choosing the right ingestion tool for OpenSearch is a critical architectural decision. Should you use the OpenTelemetry Collector or Data Prepper? This session provides a definitive guide to answering that question, helping you design a pipeline that is both powerful and efficient.
This talk moves beyond theory into a practical comparison of design philosophies. We'll contrast the Collector's strength as a universal, lightweight agent with a vast component ecosystem, against Data Prepper's role as a purpose-built pipeline engine, optimized for powerful transformations and accessible stateful processing.
To make this concrete, the session will showcase the setup of a complete hybrid pipeline, walking through the necessary configurations. We will then deconstruct a real-world APM pipeline architecture to show how Collector and Data Prepper fulfill distinct roles in processing data before it reaches OpenSearch.
You'll leave with a clear decision framework, proven architectural patterns, and a blueprint for building your own scalable observability pipelines.
Karsten is a Software Architect at SAP. He works in the observabilty area of the SAP Business Technology Platform. Karsten is a member of the OpenSearch technical steering committee and maintainer of the Data Prepper project. He is also a member of the OpenSearch TAG Observabilit... Read More →