| Document Date: 2015-04-09 18:14:31
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City Scala / Melbourne / / Company Twitter / Previous Relational Systems / MySQL / Databricks Inc. / / Country Australia / / Currency USD / / / Event Reorganization / / Facility Pipeline Performance / store Points / pipeline .fit(data) In / ML pipeline / Data Warehouse / / IndustryTerm earliest systems / machine learning algorithms / database systems / procedural processing / featurization algorithm / large-scale processing / graph processing / cluster computing engine / query processing performance / analytics algorithms / relational and procedural processing / relational query processing / external storage systems / relational systems / schema inference algorithm / program using standard tools / graph algorithms / relational processing / data sources and algorithms / procedural algorithms / iterative algorithms / disparate storage systems / web analytics workload / big data applications / columnar processing / business intelligence tools / data processing / large Internet / recent systems / social media streams / machine learning applications / / Organization MIT / UC Berkeley / IDF / Query Federation / Federal Government / SQL / / Person Michael J. Franklin / Tomer Kaftan / Cheng Lian / Ali Ghodsi / Joseph K. Bradley / / Position driver / physical planner / expression interpreter / author / Major / / / Product AMPLab / DataFrame / Apache / Catalyst / DataFrame API / / ProgrammingLanguage Java / Java bytecode / Python / SQL / XML / ML / Scala / / ProvinceOrState Victoria / / PublishedMedium Machine Learning / / Technology functional programming / XML / iterative algorithms / machine learning algorithms / Data Warehouse / JSON / relational database / peer-to-peer / API / machine learning / DBMS / DSL / analytics algorithms / graph algorithms / Java / featurization algorithm / schema inference algorithm / RDBMS / Caching / same algorithm / business intelligence / / URL http /
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Spark SQL: Relational Data Processing in Spark Michael Armbrust† , Reynold S. Xin† , Cheng Lian† , Yin Huai† , Davies Liu† , Joseph K. Bradley† , Xiangrui Meng† , Tomer Kaftan‡ , Michael J. Franklin†‡