| Document Date: 2013-04-17 00:55:49
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City New York / previous MapReduce / / Company Amazon / Partial DAG Execution (PDE) Systems / Teradata / Google / Facebook / Microsoft / / Country United States / / Currency USD / / / Event Product Issues / / Facility Real Hive Warehouse / Hive warehouse / Data Warehouse / Facebookâs Hive warehouse / / IndustryTerm distributed file systems / news site / large-scale inmemory computing setting / machine learning algorithms / distributed machine learning algorithms / query processing / database systems / considerable processing costs / cluster computing engine / query processor / iterative machine learning algorithms / graph algorithms / relational processing / iterative algorithms / query processing speed / classification algorithm / basic machine learning algorithms / replicated file systems / statistical and learning algorithms / certain machine learning algorithms / machine learning algorithm / web / In-memory computing / / OperatingSystem Linux / / Organization UC Berkeley / / Person Michael J. Franklin / Josh Rosen / Scott Shenker / Ion Stoica / / Position driver / resource manager / single query coordinator / garbage collector / scheduler / / Product UDFs / Spark / Apache / Hive / nodes / / ProgrammingLanguage JRuby / Java / Python / SQL / XML / Scala / / ProvinceOrState New York / Manitoba / / PublishedMedium Machine Learning / / Technology XML / RAM / machine learning algorithms / Data Warehouse / JSON / machine learning algorithm / Linux / iterative machine learning algorithms / API / distributed machine learning algorithms / provided algorithms / query processor / applying iterative algorithms / machine learning / random access / classification algorithm / shared memory / basic machine learning algorithms / certain machine learning algorithms / two iterative machine learning algorithms / graph algorithms / load balancing / Java / statistical and learning algorithms / Gigabit / just-in-time compiler / /
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Shark: SQL and Rich Analytics at Scale Reynold S. Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica AMPLab, EECS, UC Berkeley {rxin, joshrosen, matei, franklin, shenker, istoica}@cs.berkeley