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Reynold Xin

Reynold Xin

Graduate Student

http://www.cs.berkeley.edu/~rxin/
rxin@cs.berkeley.edu
@rxin

AMPLab Publications

  • SparkR: Scaling R Programs with Spark
  • MLlib: Machine Learning in Apache Spark
  • Spark SQL: Relational Data Processing in Spark
  • A Partitioning Framework for Aggressive Data Skipping
  • GraphX: Graph Processing in a Distributed Dataflow Framework
  • Fine-grained Partitioning for Aggressive Data Skipping
  • GraphX: Unifying Data-Parallel and Graph-Parallel Analytics
  • GraphX: A Resilient Distributed Graph System on Spark
  • The Case for Tiny Tasks in Compute Clusters
  • Shark: SQL and Rich Analytics at Scale
  • Finding Related Tables
  • Shark: Fast Data Analysis Using Coarse-grained Distributed Memory (Best Demo Award)
  • CrowdDB: Query Processing with the VLDB Crowd (Best Demo Award)
  • CrowdDB: Answering Queries with Crowdsourcing

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