Composition of Reusable Analytics Methodologies
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QDAG: Declarative Composition of Reusable Analytics Methodologies at LinkedIn
arXiv:2606.05662v1 Announce Type: new Abstract: Production analytics products often depend on reusable methodologies: multi-step definitions such as headcount growth, top-skill growth, or differentially-private impression distributions. Although these methodologies define business-critical numbers, they are commonly implemented as imperative glue around OLAP queries, service calls, joins, transformations, and conditional logic. As a result, teams duplicate orchestration code, definitions...