Andrew Crotty

According to our database, Andrew Crotty authored at least 28 papers between 2014 and 2024.

Collaborative distances:

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

2024

DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search.

Zheng Zhang, Zhuhan Shao, Andrew Crotty

Proc. VLDB Endow., August, 2024

Mach: Firefighting Time-Critical Issues in Complex Systems Using High-Frequency Telemetry.

Franco Solleza, Shihang Li, William Sun, Richard Tang, Malte Schwarzkopf, Nesime Tatbul, Andrew Crotty, David Cohen, Stan Zdonik

Proc. VLDB Endow., August, 2024

2023

Database Gyms.

Wan Shen Lim, Matthew Butrovich, William Zhang, Andrew Crotty, Lin Ma, Peijing Xu, Johannes Gehrke, Andrew Pavlo

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

2022

HybriDS: Cache-Conscious Concurrent Data Structures for Near-Memory Processing Architectures.

Jiwon Choe, Andrew Crotty, Tali Moreshet, Maurice Herlihy, R. Iris Bahar

Proceedings of the SPAA '22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11, 2022

Mach: A Pluggable Metrics Storage Engine for the Age of Observability.

Franco Solleza, Andrew Crotty, Suman Karumuri, Nesime Tatbul, Stan Zdonik

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

Are You Sure You Want to Use MMAP in Your Database Management System?

Andrew Crotty, Viktor Leis, Andrew Pavlo

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

2021

Odlaw: A Tool for Retroactive GDPR Compliance.

Connor Luckett, Andrew Crotty, Alex Galakatos, Ugur Çetintemel

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

The Case for In-Memory OLAP on "Wimpy" Nodes.

Andrew Crotty, Alex Galakatos, Connor Luckett, Ugur Çetintemel

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Hist-Tree: Those Who Ignore It Are Doomed to Learn.

Andrew Crotty

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

2020

DBPal: A Fully Pluggable NL2SQL Training Pipeline.

Nathaniel Weir, Prasetya Ajie Utama, Alex Galakatos, Andrew Crotty, Amir Ilkhechi, Shekar Ramaswamy, Rohin Bhushan, Nadja Geisler, Benjamin Hättasch, Steffen Eger, Ugur Çetintemel, Carsten Binnig

Proceedings of the 2020 International Conference on Management of Data, 2020

DeepSqueeze: Deep Semantic Compression for Tabular Data.

Amir Ilkhechi, Andrew Crotty, Alex Galakatos, Yicong Mao, Grace Fan, Xiran Shi, Ugur Çetintemel

Proceedings of the 2020 International Conference on Management of Data, 2020

Getting Swole: Generating Access-Aware Code with Predicate Pullups.

Andrew Crotty, Alex Galakatos, Tim Kraska

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Code Generation for In-Memory Data Analytics.

Andrew Crotty

PhD thesis, 2019

DBPal: Weak Supervision for Learning a Natural Language Interface to Databases.

Nathaniel Weir, Andrew Crotty, Alex Galakatos, Amir Ilkhechi, Shekar Ramaswamy, Rohin Bhushan, Ugur Çetintemel, Prasetya Ajie Utama, Nadja Geisler, Benjamin Hättasch, Steffen Eger, Carsten Binnig

CoRR, 2019

NullDB: Instantaneously Answering Any OLAP Query.

Andrew Crotty

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

2018

Distributed Machine Learning.

Alex Galakatos, Andrew Crotty, Tim Kraska

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2017

How Progressive Visualizations Affect Exploratory Analysis.

Emanuel Zgraggen, Alex Galakatos, Andrew Crotty, Jean-Daniel Fekete, Tim Kraska

IEEE Trans. Vis. Comput. Graph., 2017

Revisiting Reuse for Approximate Query Processing.

Alex Galakatos, Andrew Crotty, Emanuel Zgraggen, Carsten Binnig, Tim Kraska

Proc. VLDB Endow., 2017

Discrete Time Specifications In Temporal Queries.

Philipp Eichmann, Andrew Crotty, Alexander Galakatos, Emanuel Zgraggen

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Towards Interactive Data Exploration.

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 Ajie Utama, Eli Upfal, Linnan Wang, Nathaniel Weir, Robert C. Zeleznik, Emanuel Zgraggen

Proceedings of the Real-Time Business Intelligence and Analytics, 2017

2016

The End of Slow Networks: It's Time for a Redesign.

Carsten Binnig, Andrew Crotty, Alex Galakatos, Tim Kraska, Erfan Zamanian

Proc. VLDB Endow., 2016

The case for interactive data exploration accelerators (IDEAs).

Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016

2015

Vizdom: Interactive Analytics through Pen and Touch.

Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska

Proc. VLDB Endow., 2015

An Architecture for Compiling UDF-centric Workflows.

Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Carsten Binnig, Ugur Çetintemel, Stan Zdonik

Proc. VLDB Endow., 2015

The End of Slow Networks: It's Time for a Redesign.

Carsten Binnig, Ugur Çetintemel, Andrew Crotty, Alex Galakatos, Tim Kraska, Erfan Zamanian, Stanley B. Zdonik

CoRR, 2015

Tupleware: "Big" Data, Big Analytics, Small Clusters.

Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Ugur Çetintemel, Stanley B. Zdonik

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014

Tupleware: Distributed Machine Learning on Small Clusters.

Andrew Crotty, Alex Galakatos, Tim Kraska

IEEE Data Eng. Bull., 2014

Tupleware: Redefining Modern Analytics.

Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Ugur Çetintemel, Stanley B. Zdonik

CoRR, 2014