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    Author information
    First name: Reynold
    Last name: Xin
    DBLP: 47/7258
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    Below you find the publications which have been written by this author.

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    Conference paper
    Shivaram Venkataraman, Zongheng Yang, Davies Liu, Eric Liang, Hossein Falaki, Xiangrui Meng, Reynold Xin, Ali Ghodsi, Michael Franklin, Ion Stoica, Matei Zaharia.
    SparkR: Scaling R Programs with Spark.
    Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 2016 (0) 2016
    Conference paper
    Michael Armbrust, Doug Bateman, Reynold Xin, Matei Zaharia.
    Introduction to Spark 2.0 for Database Researchers.
    Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 2016 (0) 2016
    Conference paper
    Ankur Dave, Alekh Jindal, Erran L. Li, Reynold Xin, Joseph Gonzalez, Matei Zaharia.
    GraphFrames: an integrated API for mixing graph and relational queries.
    Proceedings of the Fourth International Workshop on Graph Data Management Experiences and Systems, Redwood Shores, CA, USA, June 24 - 24, 2016 2016 (0) 2016
    Conference paper
    Matei Zaharia, Reynold Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J. Franklin, Ali Ghodsi, Joseph Gonzalez, Scott Shenker, Ion Stoica.
    Apache Spark: a unified engine for big data processing.
    Commun. ACM 2016, Volume 59 (0) 2016
    Journal article
    Xiangrui Meng, Joseph K. Bradley, Burak Yavuz, Evan R. Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, D. B. Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Bosagh Zadeh, Matei Zaharia, Ameet Talwalkar.
    MLlib: Machine Learning in Apache Spark.
    Journal of Machine Learning Research 2016, Volume 17 (0) 2016
    Conference paper
    Michael Armbrust, Reynold Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia.
    Spark SQL: Relational Data Processing in Spark.
    Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 2015 (0) 2015
    Conference paper
    Xiangrui Meng, Joseph K. Bradley, Burak Yavuz, Evan R. Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, D. B. Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Bosagh Zadeh, Matei Zaharia, Ameet Talwalkar.
    MLlib: Machine Learning in Apache Spark.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Michael Armbrust, Tathagata Das, Aaron Davidson, Ali Ghodsi, Andrew Or, Josh Rosen, Ion Stoica, Patrick Wendell, Reynold Xin, Matei Zaharia.
    Scaling Spark in the Real World: Performance and Usability.
    PVLDB 2014, Volume 8 (0) 2015
    Journal article
    Reynold Xin, Daniel Crankshaw, Ankur Dave, Joseph E. Gonzalez, Michael J. Franklin, Ion Stoica.
    GraphX: Unifying Data-Parallel and Graph-Parallel Analytics.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Liwen Sun, Michael J. Franklin, Sanjay Krishnan, Reynold Xin.
    Fine-grained partitioning for aggressive data skipping.
    International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014 2014 (0) 2014
    Conference paper
    Liwen Sun, Sanjay Krishnan, Reynold Xin, Michael J. Franklin.
    A Partitioning Framework for Aggressive Data Skipping.
    PVLDB 2013, Volume 7 (0) 2014
    Conference paper
    Joseph Gonzalez, Reynold Xin, Ankur Dave, Daniel Crankshaw, Michael J. Franklin, Ion Stoica.
    GraphX: Graph Processing in a Distributed Dataflow Framework.
    11th USENIX Symposium on Operating Systems Design and Implementation, OSDI '14, Broomfield, CO, USA, October 6-8, 2014. 2014 (0) 2014
    Journal article
    Reynold Xin, Oktie Hassanzadeh, Christian Fritz, Shirin Sohrabi, Renée J. Miller.
    Publishing bibliographic data on the Semantic Web using BibBase.
    Semantic Web 2013, Volume 4 (0) 2013
    Conference paper
    Reynold Xin.
    Beating State-of-the-art By -10000%.
    CIDR 2013, Sixth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings 2013 (0) 2013
    Conference paper
    Reynold Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica.
    Shark: SQL and rich analytics at scale.
    Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013 2013 (0) 2013
    Conference paper
    Reynold Xin, Joseph E. Gonzalez, Michael J. Franklin, Ion Stoica.
    GraphX: a resilient distributed graph system on Spark.
    First International Workshop on Graph Data Management Experiences and Systems, GRADES 2013, co-loated with SIGMOD/PODS 2013, New York, NY, USA, June 24, 2013 2013 (0) 2013
    Conference paper
    Kay Ousterhout, Aurojit Panda, Josh Rosen, Shivaram Venkataraman, Reynold Xin, Sylvia Ratnasamy, Scott Shenker, Ion Stoica.
    The Case for Tiny Tasks in Compute Clusters.
    14th Workshop on Hot Topics in Operating Systems, HotOS XIV, Santa Ana Pueblo, New Mexico, USA, May 13-15, 2013 2013 (0) 2013
    Conference paper
    Cliff Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica.
    Shark: fast data analysis using coarse-grained distributed memory.
    Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012 2012 (0) 2012
    Conference paper
    Anish Das Sarma, Lujun Fang, Nitin Gupta 0003, Alon Y. Halevy, Hongrae Lee, Fei Wu 0003, Reynold Xin, Cong Yu 0001.
    Finding related tables.
    Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012 2012 (0) 2012
    Journal article
    Reynold Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica.
    Shark: SQL and Rich Analytics at Scale
    CoRR 2012, Volume 0 (0) 2012
    Journal article
    Reynold Xin.
    The End of an Architectural Era for Analytical Databases.
    TinyToCS 2012, Volume 1 (0) 2012
    Journal article
    Jiannan Wang, Reynold Xin.
    Improving Data Management Applications Using Microtask Platforms.
    TinyToCS 2012, Volume 1 (0) 2012
    Conference paper
    Michael J. Franklin, Donald Kossmann, Tim Kraska, Sukriti Ramesh, Reynold Xin.
    CrowdDB: answering queries with crowdsourcing.
    Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011 2011 (0) 2011
    Conference paper
    Amber Feng, Michael J. Franklin, Donald Kossmann, Tim Kraska, Samuel Madden, Sukriti Ramesh, Andrew Wang, Reynold Xin.
    CrowdDB: Query Processing with the VLDB Crowd
    PVLDB 2011, Volume 4 (0) 2011
    Conference paper
    Oktie Hassanzadeh, Reynold Xin, Christian Fritz, Yang Yang, Jiang Du, Minghua Zhao, Renée J. Miller.
    BibBase triplified.
    Proceedings the 6th International Conference on Semantic Systems, I-SEMANTICS 2010, Graz, Austria, September 1-3, 2010 2010 (0) 2010
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