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Relying on AWS for compute, storage, and networking, Netflixs cloud infrastructure supports its global streaming service.
Engineering teams use self-service tools to create and deploy applications, generating vast amounts of data.
The teams mission is to help the companys engineers understand resource usage, efficiency, and associated costs.
FPD provides a centralized data layer with a standardized model, aggregating data from applications like Apache Spark.
The hurdles are significant.
Netflixs sprawling infrastructure includes services with multiple owners, varying cost heuristics, and multi-tenant platforms that complicate tracking.
Data delays and platform-specific customizations add a further layer of complexity.
