Alex Galakatos

According to our database, Alex Galakatos authored at least 22 papers between 2014 and 2021.

Collaborative distances:

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

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

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

Accelerating Interactive Data Exploration.

Alexander Galakatos

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

FITing-Tree: A Data-aware Index Structure.

Alex Galakatos, Michael Markovitch, Carsten Binnig, Rodrigo Fonseca, Tim Kraska

Proceedings of the 2019 International Conference on Management of Data, 2019

2018

Distributed Machine Learning.

Alex Galakatos, Andrew Crotty, Tim Kraska

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

A-Tree: A Bounded Approximate Index Structure.

Alex Galakatos, Michael Markovitch, Carsten Binnig, Rodrigo Fonseca, Tim Kraska

CoRR, 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