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Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and…

The Netflix TechBlog

We adopted the following mission statement to guide our investments: “Provide a complete and accurate data lineage system enabling decision-makers to win moments of truth.” Nonetheless, Netflix data landscape (see below) is complex and many teams collaborate effectively for sharing the responsibility of our data system management.

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Data Mining Problems in Retail

Highly Scalable

RE94] Grouplens: an open architecture for collaborative filtering of netnews, P. Konstan, and John Riedl, 2001. [PZ07] Content-based Recommendation Systems, M. Pazzani, D. Billsus, 2007. RE03] A SAS Market Basket Analysis Macro: The “Poor Man’s Recommendation Engine”, M. Prairie, 2003. Resnick, N. Iacovou, M. Bergstrom, and J.

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