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cs.DB2026
QDAG: Declarative Composition of Reusable Analytics Methodologies at LinkedIn
Peter Ho, Praveen Chaganlal, Tianle Zhang +1
Production analytics products often depend on reusable methodologies: multi-step definitions such as headcount growth, top-skill growth, or differentially-private impression distri…
cs.DB2025
Revisiting Data Analysis with Pre-trained Foundation Models
Chen Liang, Donghua Yang, Zheng Liang +6
Data analysis focuses on harnessing advanced statistics, programming, and machine learning techniques to extract valuable insights from vast datasets. An increasing volume and vari…