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Alex Galakatos

Alexander Galakatos

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2020 – today

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2021
[c10]
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Andrew Crotty, Alex Galakatos, Connor Luckett, Ugur Çetintemel:
The Case for In-Memory OLAP on "Wimpy" Nodes. ICDE 2021: 732-743
[c9]
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Connor Luckett, Andrew Crotty, Alex Galakatos, Ugur Çetintemel:
Odlaw: A Tool for Retroactive GDPR Compliance. ICDE 2021: 2709-2712
2020
[c8]
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Andrew Crotty, Alex Galakatos, Tim Kraska:
Getting Swole: Generating Access-Aware Code with Predicate Pullups. ICDE 2020: 1273-1284
[c7]
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  - conf/sigmod/IlkhechiCGMFSC20
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Amir Ilkhechi, Andrew Crotty, Alex Galakatos, Yicong Mao, Grace Fan, Xiran Shi, Ugur Çetintemel:
DeepSqueeze: Deep Semantic Compression for Tabular Data. SIGMOD Conference 2020: 1733-1746
[c6]
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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:
DBPal: A Fully Pluggable NL2SQL Training Pipeline. SIGMOD Conference 2020: 2347-2361

2010 – 2019

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2019
[b1]
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Alexander Galakatos:
Accelerating Interactive Data Exploration. Brown University, USA, 2019
[c5]
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Alex Galakatos, Michael Markovitch, Carsten Binnig, Rodrigo Fonseca, Tim Kraska:
FITing-Tree: A Data-aware Index Structure. SIGMOD Conference 2019: 1189-1206
[i4]
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  - journals/corr/abs-1909-06182
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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:
DBPal: Weak Supervision for Learning a Natural Language Interface to Databases. CoRR abs/1909.06182 (2019)
2018
[r1]
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Alex Galakatos, Andrew Crotty, Tim Kraska:
Distributed Machine Learning. Encyclopedia of Database Systems (2nd ed.) 2018
[i3]
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  - journals/corr/abs-1801-10207
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Alex Galakatos, Michael Markovitch, Carsten Binnig, Rodrigo Fonseca, Tim Kraska:
A-Tree: A Bounded Approximate Index Structure. CoRR abs/1801.10207 (2018)
2017
[j6]
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Alex Galakatos, Andrew Crotty, Emanuel Zgraggen, Carsten Binnig, Tim Kraska:
Revisiting Reuse for Approximate Query Processing. Proc. VLDB Endow. 10(10): 1142-1153 (2017)
[j5]
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Emanuel Zgraggen, Alex Galakatos, Andrew Crotty, Jean-Daniel Fekete, Tim Kraska:
How Progressive Visualizations Affect Exploratory Analysis. IEEE Trans. Vis. Comput. Graph. 23(8): 1977-1987 (2017)
[c4]
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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:
Towards Interactive Data Exploration. BIRTE (Revised Selected Papers) 2017: 177-190
[c3]
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Philipp Eichmann, Andrew Crotty, Alexander Galakatos, Emanuel Zgraggen:
Discrete Time Specifications In Temporal Queries. CHI Extended Abstracts 2017: 2536-2542
2016
[j4]
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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): 528-539 (2016)
[c2]
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Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska:
The case for interactive data exploration accelerators (IDEAs). HILDA@SIGMOD 2016: 11
2015
[j3]
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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): 1466-1477 (2015)
[j2]
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Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska:
Vizdom: Interactive Analytics through Pen and Touch. Proc. VLDB Endow. 8(12): 2024-2027 (2015)
[c1]
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Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Ugur Çetintemel, Stanley B. Zdonik:
Tupleware: "Big" Data, Big Analytics, Small Clusters. CIDR 2015
[i2]
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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 abs/1504.01048 (2015)
2014
[j1]
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Andrew Crotty, Alex Galakatos, Tim Kraska:
Tupleware: Distributed Machine Learning on Small Clusters. IEEE Data Eng. Bull. 37(3): 63-76 (2014)
[i1]
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Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Ugur Çetintemel, Stanley B. Zdonik:
Tupleware: Redefining Modern Analytics. CoRR abs/1406.6667 (2014)

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