Andrew Crotty

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 18

Top Topics

Machine Learning

Decomposable Negation Normal Form

Approximate Query Processing

Top Venues

Proc. VLDB Endow.

Publications

Wan Shen Lim, Matthew Butrovich, William Zhang, Andrew Crotty, Lin Ma, Peijing Xu, Johannes Gehrke, Andrew Pavlo
Database Gyms. CIDR (2023)
Jiwon Choe, Andrew Crotty, Tali Moreshet, Maurice Herlihy, R. Iris Bahar
HybriDS: Cache-Conscious Concurrent Data Structures for Near-Memory Processing Architectures. SPAA (2022)
Franco Solleza, Andrew Crotty, Suman Karumuri, Nesime Tatbul, Stan Zdonik
Mach: A Pluggable Metrics Storage Engine for the Age of Observability. CIDR (2022)
Andrew Crotty, Viktor Leis, Andrew Pavlo
Are You Sure You Want to Use MMAP in Your Database Management System? CIDR (2022)
Andrew Crotty
Hist-Tree: Those Who Ignore It Are Doomed to Learn. CIDR (2021)
Andrew Crotty, Alex Galakatos, Connor Luckett, Ugur Çetintemel
The Case for In-Memory OLAP on "Wimpy" Nodes. ICDE (2021)
Connor Luckett, Andrew Crotty, Alex Galakatos, Ugur Çetintemel
Odlaw: A Tool for Retroactive GDPR Compliance. ICDE (2021)
Nathaniel Weir, Prasetya Utama, Alex Galakatos, Andrew Crotty, Amir Ilkhechi, Shekar Ramaswamy, Rohin Bhushan, Nadja Geisler, Benjamin Hättasch, Steffen Eger, Ugur Çetintemel, Carsten Binnig
DBPal: A Fully Pluggable NL2SQL Training Pipeline. SIGMOD Conference (2020)
Andrew Crotty, Alex Galakatos, Tim Kraska
Getting Swole: Generating Access-Aware Code with Predicate Pullups. ICDE (2020)
Amir Ilkhechi, Andrew Crotty, Alex Galakatos, Yicong Mao, Grace Fan, Xiran Shi, Ugur Çetintemel
DeepSqueeze: Deep Semantic Compression for Tabular Data. SIGMOD Conference (2020)
Andrew Crotty
NullDB: Instantaneously Answering Any OLAP Query. CIDR (2019)
Nathaniel Weir, Andrew Crotty, Alex Galakatos, Amir Ilkhechi, Shekar Ramaswamy, Rohin Bhushan, Ugur Çetintemel, Prasetya Utama, Nadja Geisler, Benjamin Hättasch, Steffen Eger, Carsten Binnig
DBPal: Weak Supervision for Learning a Natural Language Interface to Databases. CoRR (2019)
Emanuel Zgraggen, Alex Galakatos, Andrew Crotty, Jean-Daniel Fekete, Tim Kraska
How Progressive Visualizations Affect Exploratory Analysis. IEEE Trans. Vis. Comput. Graph. 23 (8) (2017)
Philipp Eichmann, Andrew Crotty, Alexander Galakatos, Emanuel Zgraggen
Discrete Time Specifications In Temporal Queries. CHI Extended Abstracts (2017)
Alex Galakatos, Andrew Crotty, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
Revisiting Reuse for Approximate Query Processing. Proc. VLDB Endow. 10 (10) (2017)
Carsten Binnig, Fuat Basik, Benedetto Buratti, Ugur Çetintemel, Yeounoh Chung, Andrew Crotty, Cyrus Cousins, Dylan Ebert, Philipp Eichmann, Alex Galakatos, Benjamin Hättasch, Amir Ilkhechi, Tim Kraska, Zeyuan Shang, Isabella Tromba, Arif Usta, Prasetya Utama, Eli Upfal, Linnan Wang, Nathaniel Weir, Robert C. Zeleznik, Emanuel Zgraggen
Towards Interactive Data Exploration. BIRTE (Revised Selected Papers) (2017)
Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
The case for interactive data exploration accelerators (IDEAs). HILDA@SIGMOD (2016)
Carsten Binnig, Andrew Crotty, Alex Galakatos, Tim Kraska, Erfan Zamanian
The End of Slow Networks: It's Time for a Redesign. Proc. VLDB Endow. 9 (7) (2016)
Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Carsten Binnig, Ugur Çetintemel, Stan Zdonik
An Architecture for Compiling UDF-centric Workflows. Proc. VLDB Endow. 8 (12) (2015)
Carsten Binnig, Ugur Çetintemel, Andrew Crotty, Alex Galakatos, Tim Kraska, Erfan Zamanian, Stanley B. Zdonik
The End of Slow Networks: It's Time for a Redesign. CoRR (2015)
Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Ugur Çetintemel, Stanley B. Zdonik
Tupleware: "Big" Data, Big Analytics, Small Clusters. CIDR (2015)
Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
Vizdom: Interactive Analytics through Pen and Touch. Proc. VLDB Endow. 8 (12) (2015)
Andrew Crotty, Alex Galakatos, Tim Kraska
Tupleware: Distributed Machine Learning on Small Clusters. IEEE Data Eng. Bull. 37 (3) (2014)
Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Ugur Çetintemel, Stanley B. Zdonik
Tupleware: Redefining Modern Analytics. CoRR (2014)