Michael Armbrust

According to our database, Michael Armbrust authored at least 18 papers between 2009 and 2023.

Collaborative distances:

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

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

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

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

Drizzle: Fast and Adaptable Stream Processing at Scale.

Shivaram Venkataraman, Aurojit Panda, Kay Ousterhout, Michael Armbrust, Ali Ghodsi, Michael J. Franklin, Benjamin Recht, Ion Stoica

Proceedings of the 26th Symposium on Operating Systems Principles, 2017

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

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

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

G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data.

Kai Zeng, Sameer Agarwal, Ankur Dave, Michael Armbrust, Ion Stoica

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

2013

Scale-Independent Relational Query Processing.

Michael Armbrust

PhD thesis, 2013

Generalized scale independence through incremental precomputation.

Michael Armbrust, Eric Liang, Tim Kraska, Armando Fox, Michael J. Franklin, David A. Patterson

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

2012

14th International Workshop on High Performance Transaction Systems (HPTS).

Michael Armbrust, Yingyi Bu, Aaron J. Elmore, Rik Farrow, Eugenia Gabrielova, Hatem Mahmoud, Andy Pavlo, Stephen Revilak, Pinar Tözün

login Usenix Mag., 2012

2011

PIQL: Success-Tolerant Query Processing in the Cloud.

Michael Armbrust, Kristal Curtis, Tim Kraska, Armando Fox, Michael J. Franklin, David A. Patterson

Proc. VLDB Endow., 2011

2010

A view of cloud computing.

Michael Armbrust, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy H. Katz, Andy Konwinski, Gunho Lee, David A. Patterson, Ariel Rabkin, Ion Stoica, Matei Zaharia

Commun. ACM, 2010

PIQL: a performance insightful query language.

Michael Armbrust, Stephen Tu, Armando Fox, Michael J. Franklin, David A. Patterson, Nick Lanham, Beth Trushkowsky, Jesse Trutna

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

The case for PIQL: a performance insightful query language.

Michael Armbrust, Nick Lanham, Stephen Tu, Armando Fox, Michael J. Franklin, David A. Patterson

Proceedings of the 1st ACM Symposium on Cloud Computing, 2010

2009

SCADS: Scale-Independent Storage for Social Computing Applications.

Michael Armbrust, Armando Fox, David A. Patterson, Nick Lanham, Beth Trushkowsky, Jesse Trutna, Haruki Oh

Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009