Reynold Xin

According to our database, Reynold Xin authored at least 35 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Making Data Engineering Declarative.

Michael Armbrust, Ali Ghodsi, Reynold Xin, Vuk Ercegovac, Sourav Chatterji, Eun-Gyu Kim, Paul Lappas, Yannis Papakonstantinou, Yingyi Bu, Yuhong Chen, Yijia Cui, Rahul Govind, Aakash Japi, Kiavash Kianfar, Xi Liang, Jon Mio, Mukul Murthy, Supun Nakandala, Andreas Neumann, Nitin Sharma, Yannis Sismanis, Justin Tang, Joseph Torres, Min Yang, Li Zhang, Bilal Aslam

Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

2022

It takes a community - : the open source challenge.

Reynold Xin, Wes McKinney, Alan Gates, Chris McCubbin

Commun. ACM, 2022

Photon: A Fast Query Engine for Lakehouse Systems.

Alexander Behm, Shoumik Palkar, Utkarsh Agarwal, Timothy Armstrong, David Cashman, Ankur Dave, Todd Greenstein, Shant Hovsepian, Ryan Johnson, Arvind Sai Krishnan, Paul Leventis, Ala Luszczak, Prashanth Menon, Mostafa Mokhtar, Gene Pang, Sameer Paranjpye, Greg Rahn, Bart Samwel, Tom van Bussel, Herman Van Hovell, Maryann Xue, Reynold Xin, Matei Zaharia

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics.

Matei Zaharia, Ali Ghodsi, Reynold Xin, Michael Armbrust

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores.

Michael Armbrust, Tathagata Das, Sameer Paranjpye, Reynold Xin, Shixiong Zhu, Ali Ghodsi, Burak Yavuz, Mukul Murthy, Joseph Torres, Liwen Sun, Peter A. Boncz, Mostafa Mokhtar, Herman Van Hovell, Adrian Ionescu, Alicja Luszczak, Michal Switakowski, Takuya Ueshin, Xiao Li, Michal Szafranski, Pieter Senster, Matei Zaharia

Proc. VLDB Endow., 2020

SparkFuzz: searching correctness regressions in modern query engines.

Bogdan Ghit, Nicolás Poggi, Josh Rosen, Reynold Xin, Peter A. Boncz

Proceedings of the 8th International Workshop on Testing Database Systems, 2020

2018

Go with the Flow: Graphs, Streaming and Relational Computations over Distributed Dataflow.

Reynold Shi Xin

PhD thesis, 2018

Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark.

Michael Armbrust, Tathagata Das, Joseph Torres, Burak Yavuz, Shixiong Zhu, Reynold Xin, Ali Ghodsi, Ion Stoica, Matei Zaharia

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

Spark and Scala (keynote).

Reynold Xin

Proceedings of the 8th ACM SIGPLAN International Symposium on Scala, 2017

2016

MLlib: Machine Learning in Apache Spark.

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 Zadeh, Matei Zaharia, Ameet Talwalkar

J. Mach. Learn. Res., 2016

Apache Spark: a unified engine for big data processing.

Matei Zaharia, Reynold S. 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

Commun. ACM, 2016

SparkR: Scaling R Programs with Spark.

Shivaram Venkataraman, Zongheng Yang, Davies Liu, Eric Liang, Hossein Falaki, Xiangrui Meng, Reynold Xin, Ali Ghodsi, Michael J. Franklin, Ion Stoica, Matei Zaharia

Proceedings of the 2016 International Conference on Management of Data, 2016

Introduction to Spark 2.0 for Database Researchers.

Michael Armbrust, Doug Bateman, Reynold Xin, Matei Zaharia

Proceedings of the 2016 International Conference on Management of Data, 2016

GraphFrames: an integrated API for mixing graph and relational queries.

Ankur Dave, Alekh Jindal, Li Erran Li, Reynold Xin, Joseph Gonzalez, Matei Zaharia

Proceedings of the Fourth International Workshop on Graph Data Management Experiences and Systems, Redwood Shores, CA, USA, June 24, 2016

2015

Scaling Spark in the Real World: Performance and Usability.

Michael Armbrust, Tathagata Das, Aaron Davidson, Ali Ghodsi, Andrew Or, Josh Rosen, Ion Stoica, Patrick Wendell, Reynold Xin, Matei Zaharia

Proc. VLDB Endow., 2015

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, Ali Ghodsi, Matei Zaharia

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2014

A Partitioning Framework for Aggressive Data Skipping.

Liwen Sun, Sanjay Krishnan, Reynold S. Xin, Michael J. Franklin

Proc. VLDB Endow., 2014

GraphX: Unifying Data-Parallel and Graph-Parallel Analytics.

Reynold S. Xin, Daniel Crankshaw, Ankur Dave, Joseph E. Gonzalez, Michael J. Franklin, Ion Stoica

CoRR, 2014

Fine-grained partitioning for aggressive data skipping.

Liwen Sun, Michael J. Franklin, Sanjay Krishnan, Reynold S. Xin

Proceedings of the International Conference on Management of Data, 2014

GraphX: Graph Processing in a Distributed Dataflow Framework.

Joseph E. Gonzalez, Reynold S. Xin, Ankur Dave, Daniel Crankshaw, Michael J. Franklin, Ion Stoica

Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation, 2014

2013

Publishing bibliographic data on the Semantic Web using BibBase.

Reynold S. Xin, Oktie Hassanzadeh, Christian Fritz, Shirin Sohrabi, Renée J. Miller

Semantic Web, 2013

Shark: SQL and rich analytics at scale.

Reynold S. Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

GraphX: a resilient distributed graph system on Spark.

Reynold S. Xin, Joseph E. Gonzalez, Michael J. Franklin, Ion Stoica

Proceedings of the First International Workshop on Graph Data Management Experiences and Systems, 2013

The Case for Tiny Tasks in Compute Clusters.

Kay Ousterhout, Aurojit Panda, Josh Rosen, Shivaram Venkataraman, Reynold Xin, Sylvia Ratnasamy, Scott Shenker, Ion Stoica

Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

Beating State-of-the-art By -10000%.

Reynold Xin

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012

The End of an Architectural Era for Analytical Databases.

Reynold Xin

Tiny Trans. Comput. Sci., 2012

Improving Data Management Applications Using Microtask Platforms.

Jiannan Wang, Reynold Xin

Tiny Trans. Comput. Sci., 2012

Finding related tables.

Anish Das Sarma, Lujun Fang, Nitin Gupta, Alon Y. Halevy, Hongrae Lee, Fei Wu, Reynold Xin, Cong Yu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Shark: fast data analysis using coarse-grained distributed memory.

Cliff Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011

CrowdDB: Query Processing with the VLDB Crowd.

Amber Feng, Michael J. Franklin, Donald Kossmann, Tim Kraska, Samuel Madden, Sukriti Ramesh, Andrew Wang, Reynold Xin

Proc. VLDB Endow., 2011

CrowdDB: answering queries with crowdsourcing.

Michael J. Franklin, Donald Kossmann, Tim Kraska, Sukriti Ramesh, Reynold Xin

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010

MEET DB2: Automated Database Migration Evaluation.

Reynold Xin, Patrick Dantressangle, Sam Lightstone, William McLaren, Steve Schormann, Maria Schwenger

Proc. VLDB Endow., 2010

Publishing Bibliographic Data on the Semantic Web using BibBase.

Reynold Xin, Oktie Hassanzadeh, Christian Fritz, Shirin Sohrabi, Yang Yang, Minghua Zhao, Renée J. Miller

Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010

BibBase triplified.

Oktie Hassanzadeh, Reynold Xin, Christian Fritz, Yang Yang, Jiang Du, Minghua Zhao, Renée J. Miller

Proceedings of the Proceedings the 6th International Conference on Semantic Systems, 2010

2009

Linkage Query Writer.

Oktie Hassanzadeh, Reynold Xin, Renée J. Miller, Anastasios Kementsietsidis, Lipyeow Lim, Min Wang

Proc. VLDB Endow., 2009