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Spark SQL: Relational Data Processing in Spark

Michael Armbrust, Reynold Xin, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael Franklin, Ali Ghodsi, Matei Zaharia
ACM SIGMOD Conference 2015, May. 2015.
Tags: Catalyst, Dataframes, JSON, Optimization, query processing, Shark, spark, SQL


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Akaros amp application Approximate Query Processing BDAS Best Paper Award Big Data BlinkDB Bootstrap cluster coflow consistency crowdsourcing databases Datacenters data centers Data Cleaning data quality Declarative ML distributed machine learning genomics Graphs hadoop Machine Learning Materialized Views matrix factorization mesos MLbase Optimization OS pbs PIQL query processing Sampling SCADS scalability scale independence scheduling Shark spark SQL storage Succinct transactions vldb

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