Andrew Crotty

31 papers A* 4A 7B 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A conf
Making Prompts First-Class Citizens for Adaptive LLM Pipelines.
CIDR
Ugur Çetintemel, Shu Chen, Alexander W. Lee, Deepti Raghavan, Duo Lu, Andrew Crotty
2025 — conf
Kernel Extension DSLs Should Be Verifier-Safe!
eBPF@SIGCOMM
Franco Solleza, Justus Adam, Akshay Narayan, Malte Schwarzkopf, Andrew Crotty, Nesime Tatbul
2025 A* conf
Loom: Efficient Capture and Querying of High-Frequency Telemetry.
SOSP
Franco Solleza, Shihang Li, William Sun, Richard Tang, Malte Schwarzkopf, Andrew Crotty, David Cohen, Nesime Tatbul, Stan Zdonik
2024 J jnl
DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search.
Proc. VLDB Endow.
Zheng Zhang, Zhuhan Shao, Andrew Crotty
2024 J jnl
Mach: Firefighting Time-Critical Issues in Complex Systems Using High-Frequency Telemetry.
Proc. VLDB Endow.
Franco Solleza, Shihang Li, William Sun, Richard Tang, Malte Schwarzkopf, Nesime Tatbul, Andrew Crotty, David Cohen, Stan Zdonik
2023 A conf
Database Gyms.
CIDR
Wan Shen Lim, Matthew Butrovich, William Zhang, Andrew Crotty, Lin Ma, Peijing Xu, Johannes Gehrke, Andrew Pavlo
2022 A conf
Are You Sure You Want to Use MMAP in Your Database Management System?
CIDR
Andrew Crotty, Viktor Leis, Andrew Pavlo
2022 B conf
HybriDS: Cache-Conscious Concurrent Data Structures for Near-Memory Processing Architectures.
SPAA
Jiwon Choe, Andrew Crotty, Tali Moreshet, Maurice Herlihy, R. Iris Bahar
2022 A conf
Mach: A Pluggable Metrics Storage Engine for the Age of Observability.
CIDR
Franco Solleza, Andrew Crotty, Suman Karumuri, Nesime Tatbul, Stan Zdonik
2021 A conf
Hist-Tree: Those Who Ignore It Are Doomed to Learn.
CIDR
Andrew Crotty
2021 A* conf
Odlaw: A Tool for Retroactive GDPR Compliance.
ICDE
Connor Luckett, Andrew Crotty, Alex Galakatos, Ugur Çetintemel
2021 A* conf
The Case for In-Memory OLAP on "Wimpy" Nodes.
ICDE
Andrew Crotty, Alex Galakatos, Connor Luckett, Ugur Çetintemel
2020 — conf
DBPal: A Fully Pluggable NL2SQL Training Pipeline.
SIGMOD Conference
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
2020 — conf
DeepSqueeze: Deep Semantic Compression for Tabular Data.
SIGMOD Conference
Amir Ilkhechi, Andrew Crotty, Alex Galakatos, Yicong Mao, Grace Fan, Xiran Shi, Ugur Çetintemel
2020 A* conf
Getting Swole: Generating Access-Aware Code with Predicate Pullups.
ICDE
Andrew Crotty, Alex Galakatos, Tim Kraska
2019 — —
Code Generation for In-Memory Data Analytics.
Andrew Crotty
2019 J jnl
DBPal: Weak Supervision for Learning a Natural Language Interface to Databases.
CoRR
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
2019 A conf
NullDB: Instantaneously Answering Any OLAP Query.
CIDR
Andrew Crotty
2018 — ch.
Distributed Machine Learning.
Encyclopedia of Database Systems (2nd ed.)
Alex Galakatos, Andrew Crotty, Tim Kraska
2017 — conf
Discrete Time Specifications In Temporal Queries.
CHI Extended Abstracts
Philipp Eichmann, Andrew Crotty, Alexander Galakatos, Emanuel Zgraggen
2017 J jnl
How Progressive Visualizations Affect Exploratory Analysis.
IEEE Trans. Vis. Comput. Graph.
Emanuel Zgraggen, Alex Galakatos, Andrew Crotty, Jean-Daniel Fekete, Tim Kraska
2017 J jnl
Revisiting Reuse for Approximate Query Processing.
Proc. VLDB Endow.
Alex Galakatos, Andrew Crotty, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
2017 — conf
Towards Interactive Data Exploration.
BIRTE (Revised Selected Papers)
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
2016 J jnl
The End of Slow Networks: It's Time for a Redesign.
Proc. VLDB Endow.
Carsten Binnig, Andrew Crotty, Alex Galakatos, Tim Kraska, Erfan Zamanian
2016 — conf
The case for interactive data exploration accelerators (IDEAs).
HILDA@SIGMOD
Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
2015 J jnl
An Architecture for Compiling UDF-centric Workflows.
Proc. VLDB Endow.
Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Carsten Binnig, Ugur Çetintemel, Stan Zdonik
2015 J jnl
The End of Slow Networks: It's Time for a Redesign.
CoRR
Carsten Binnig, Ugur Çetintemel, Andrew Crotty, Alex Galakatos, Tim Kraska, Erfan Zamanian, Stanley B. Zdonik
2015 A conf
Tupleware: "Big" Data, Big Analytics, Small Clusters.
CIDR
Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Ugur Çetintemel, Stanley B. Zdonik
2015 J jnl
Vizdom: Interactive Analytics through Pen and Touch.
Proc. VLDB Endow.
Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska
2014 J jnl
Tupleware: Distributed Machine Learning on Small Clusters.
IEEE Data Eng. Bull.
Andrew Crotty, Alex Galakatos, Tim Kraska
2014 J jnl
Tupleware: Redefining Modern Analytics.
CoRR
Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Ugur Çetintemel, Stanley B. Zdonik