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@inproceedings{DBLP:conf/aidm/BodensohnB24,
author = {Jan{-}Micha Bodensohn and
Carsten Binnig},
title = {Rethinking Table Retrieval from Data Lakes},
booktitle = {Proceedings of the Seventh International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM 2024, Santiago,
Chile, 14 June 2024},
pages = {2:1--2:5},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3663742.3663972},
doi = {10.1145/3663742.3663972},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/BodensohnB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/GaoDS024,
author = {Jenny Gao and
Jialin Ding and
Sivaprasad Sudhir and
Samuel Madden},
title = {Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems},
booktitle = {Proceedings of the Seventh International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM 2024, Santiago,
Chile, 14 June 2024},
pages = {5:1--5:9},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3663742.3663975},
doi = {10.1145/3663742.3663975},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/GaoDS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/Jamil24,
author = {Hasan M. Jamil},
title = {Smart Science Needs Linked Open Data with a Dash of Large Language
Models and Extended Relations},
booktitle = {Proceedings of the Seventh International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM 2024, Santiago,
Chile, 14 June 2024},
pages = {1:1--1:11},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3663742.3663971},
doi = {10.1145/3663742.3663971},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/Jamil24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/NgomK24,
author = {Amadou Latyr Ngom and
Tim Kraska},
title = {Mallet: {SQL} Dialect Translation with {LLM} Rule Generation},
booktitle = {Proceedings of the Seventh International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM 2024, Santiago,
Chile, 14 June 2024},
pages = {3:1--3:5},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3663742.3663973},
doi = {10.1145/3663742.3663973},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/NgomK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/YiTIM24,
author = {Zixuan Yi and
Yao Tian and
Zachary G. Ives and
Ryan Marcus},
title = {Low Rank Approximation for Learned Query Optimization},
booktitle = {Proceedings of the Seventh International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM 2024, Santiago,
Chile, 14 June 2024},
pages = {4:1--4:5},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3663742.3663974},
doi = {10.1145/3663742.3663974},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/YiTIM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aidm/2024,
title = {Proceedings of the Seventh International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM 2024, Santiago,
Chile, 14 June 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3663742},
doi = {10.1145/3663742},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/0001KS23,
author = {Mohamed Abdelaal and
Rashmi Koparde and
Harald Sch{\"{o}}ning},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Andreas Kipf},
title = {AutoCure: Automated Tabular Data Curation Technique for {ML} Pipelines},
booktitle = {Proceedings of the Sixth International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle,
WA, USA, 18 June 2023},
pages = {1:1--1:11},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593078.3593930},
doi = {10.1145/3593078.3593930},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/0001KS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/AgnihotriKBL23,
author = {Pratyush Agnihotri and
Boris Koldehofe and
Carsten Binnig and
Manisha Luthra},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Andreas Kipf},
title = {Zero-Shot Cost Models for Parallel Stream Processing},
booktitle = {Proceedings of the Sixth International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle,
WA, USA, 18 June 2023},
pages = {5:1--5:5},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593078.3593934},
doi = {10.1145/3593078.3593934},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/AgnihotriKBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/Gjurovski023,
author = {Damjan Gjurovski and
Sebastian Michel},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Andreas Kipf},
title = {Tuple Bubbles: Learned Tuple Representations for Tunable Approximate
Query Processing},
booktitle = {Proceedings of the Sixth International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle,
WA, USA, 18 June 2023},
pages = {2:1--2:9},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593078.3593931},
doi = {10.1145/3593078.3593931},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/Gjurovski023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/GongW23,
author = {Zhitao Gong and
Wenlu Wang},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Andreas Kipf},
title = {Adversarial and Clean Data Are Not Twins},
booktitle = {Proceedings of the Sixth International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle,
WA, USA, 18 June 2023},
pages = {6:1--6:5},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593078.3593935},
doi = {10.1145/3593078.3593935},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/GongW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/Hori0AMO23,
author = {Keizo Hori and
Yuya Sasaki and
Daichi Amagata and
Yuki Murosaki and
Makoto Onizuka},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Andreas Kipf},
title = {Learned Spatial Data Partitioning},
booktitle = {Proceedings of the Sixth International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle,
WA, USA, 18 June 2023},
pages = {3:1--3:8},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593078.3593932},
doi = {10.1145/3593078.3593932},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/Hori0AMO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aidm/UrbanNB23,
author = {Matthias Urban and
Duc Dat Nguyen and
Carsten Binnig},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Andreas Kipf},
title = {OmniscientDB: {A} Large Language Model-Augmented {DBMS} That Knows
What Other DBMSs Do Not Know},
booktitle = {Proceedings of the Sixth International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle,
WA, USA, 18 June 2023},
pages = {4:1--4:7},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593078.3593933},
doi = {10.1145/3593078.3593933},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/UrbanNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aidm/2023,
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Andreas Kipf},
title = {Proceedings of the Sixth International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2023, Seattle,
WA, USA, 18 June 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593078},
doi = {10.1145/3593078},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidm/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AndersenT22,
author = {Mikkel M{\o}ller Andersen and
Pinar T{\"{o}}z{\"{u}}n},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Ryan Marcus},
title = {Micro-architectural analysis of a learned index},
booktitle = {aiDM '22: Proceedings of the Fifth International Workshop on Exploiting
Artificial Intelligence Techniques for Data Management, Philadelphia,
Pennsylvania, USA, 17 June 2022},
pages = {5:1--5:12},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533702.3534917},
doi = {10.1145/3533702.3534917},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/AndersenT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/EldeebCCY22,
author = {Tamer Eldeeb and
Zhengneng Chen and
Asaf Cidon and
Junfeng Yang},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Ryan Marcus},
title = {Neuroshard: towards automatic multi-objective sharding with deep reinforcement
learning},
booktitle = {aiDM '22: Proceedings of the Fifth International Workshop on Exploiting
Artificial Intelligence Techniques for Data Management, Philadelphia,
Pennsylvania, USA, 17 June 2022},
pages = {1:1--1:12},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533702.3534908},
doi = {10.1145/3533702.3534908},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/EldeebCCY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KipfHPMK22,
author = {Andreas Kipf and
Dominik Horn and
Pascal Pfeil and
Ryan Marcus and
Tim Kraska},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Ryan Marcus},
title = {{LSI:} a learned secondary index structure},
booktitle = {aiDM '22: Proceedings of the Fifth International Workshop on Exploiting
Artificial Intelligence Techniques for Data Management, Philadelphia,
Pennsylvania, USA, 17 June 2022},
pages = {4:1--4:5},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533702.3534912},
doi = {10.1145/3533702.3534912},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/KipfHPMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Wang0HK22,
author = {Jin Wang and
Yuliang Li and
Wataru Hirota and
Eser Kandogan},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Ryan Marcus},
title = {Machop: an end-to-end generalized entity matching framework},
booktitle = {aiDM '22: Proceedings of the Fifth International Workshop on Exploiting
Artificial Intelligence Techniques for Data Management, Philadelphia,
Pennsylvania, USA, 17 June 2022},
pages = {2:1--2:10},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533702.3534910},
doi = {10.1145/3533702.3534910},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Wang0HK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZwolakAHCK22,
author = {Michal Zwolak and
Zainab Abbas and
Sonia Horchidan and
Paris Carbone and
Vasiliki Kalavri},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Ryan Marcus},
title = {\emph{GCNSplit}: bounding the state of streaming graph partitioning},
booktitle = {aiDM '22: Proceedings of the Fifth International Workshop on Exploiting
Artificial Intelligence Techniques for Data Management, Philadelphia,
Pennsylvania, USA, 17 June 2022},
pages = {3:1--3:12},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533702.3534920},
doi = {10.1145/3533702.3534920},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ZwolakAHCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2022aidm,
editor = {Rajesh Bordawekar and
Oded Shmueli and
Yael Amsterdamer and
Donatella Firmani and
Ryan Marcus},
title = {aiDM '22: Proceedings of the Fifth International Workshop on Exploiting
Artificial Intelligence Techniques for Data Management, Philadelphia,
Pennsylvania, USA, 17 June 2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533702},
doi = {10.1145/3533702},
isbn = {978-1-4503-9377-5},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/2022aidm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/0002TGL21,
author = {Michael G{\"{u}}nther and
Maik Thiele and
Julius Gonsior and
Wolfgang Lehner},
editor = {Rajesh Bordawekar and
Yael Amsterdamer and
Oded Shmueli and
Nesime Tatbul},
title = {Pre-Trained Web Table Embeddings for Table Discovery},
booktitle = {aiDM '21: Fourth Workshop in Exploiting {AI} Techniques for Data Management,
Virtual Event, China, 25 June, 2021},
pages = {24--31},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3464509.3464892},
doi = {10.1145/3464509.3464892},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/0002TGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/CenKMK21,
author = {Lujing Cen and
Andreas Kipf and
Ryan Marcus and
Tim Kraska},
editor = {Rajesh Bordawekar and
Yael Amsterdamer and
Oded Shmueli and
Nesime Tatbul},
title = {{LEA:} {A} Learned Encoding Advisor for Column Stores},
booktitle = {aiDM '21: Fourth Workshop in Exploiting {AI} Techniques for Data Management,
Virtual Event, China, 25 June, 2021},
pages = {32--35},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3464509.3464885},
doi = {10.1145/3464509.3464885},
timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/CenKMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/EppertF021,
author = {Martin Eppert and
Philipp Fent and
Thomas Neumann},
editor = {Rajesh Bordawekar and
Yael Amsterdamer and
Oded Shmueli and
Nesime Tatbul},
title = {A Tailored Regression for Learned Indexes: Logarithmic Error Regression},
booktitle = {aiDM '21: Fourth Workshop in Exploiting {AI} Techniques for Data Management,
Virtual Event, China, 25 June, 2021},
pages = {9--15},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3464509.3464891},
doi = {10.1145/3464509.3464891},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/EppertF021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/MishraS21,
author = {Mayank Mishra and
Rekha Singhal},
editor = {Rajesh Bordawekar and
Yael Amsterdamer and
Oded Shmueli and
Nesime Tatbul},
title = {{RUSLI:} Real-time Updatable Spline Learned Index},
booktitle = {aiDM '21: Fourth Workshop in Exploiting {AI} Techniques for Data Management,
Virtual Event, China, 25 June, 2021},
pages = {1--8},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3464509.3464886},
doi = {10.1145/3464509.3464886},
timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/MishraS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/PersonnazABFS21,
author = {Aur{\'{e}}lien Personnaz and
Sihem Amer{-}Yahia and
Laure Berti{-}{\'{E}}quille and
Maximilian Fabricius and
Srividya Subramanian},
editor = {Rajesh Bordawekar and
Yael Amsterdamer and
Oded Shmueli and
Nesime Tatbul},
title = {Balancing Familiarity and Curiosity in Data Exploration with Deep
Reinforcement Learning},
booktitle = {aiDM '21: Fourth Workshop in Exploiting {AI} Techniques for Data Management,
Virtual Event, China, 25 June, 2021},
pages = {16--23},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3464509.3464884},
doi = {10.1145/3464509.3464884},
timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/PersonnazABFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhangSL21,
author = {Mohan Zhang and
Oliver Schulte and
Yudong Luo},
editor = {Rajesh Bordawekar and
Yael Amsterdamer and
Oded Shmueli and
Nesime Tatbul},
title = {Leveraging Approximate Constraints for Localized Data Error Detection},
booktitle = {aiDM '21: Fourth Workshop in Exploiting {AI} Techniques for Data Management,
Virtual Event, China, 25 June, 2021},
pages = {36--44},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3464509.3464888},
doi = {10.1145/3464509.3464888},
timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ZhangSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2021aidm,
editor = {Rajesh Bordawekar and
Yael Amsterdamer and
Oded Shmueli and
Nesime Tatbul},
title = {aiDM '21: Fourth Workshop in Exploiting {AI} Techniques for Data Management,
Virtual Event, China, 25 June, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3464509},
doi = {10.1145/3464509},
isbn = {978-1-4503-8535-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/2021aidm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AbdelhamidA20,
author = {Ahmed S. Abdelhamid and
Walid G. Aref},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho},
title = {PartLy: learning data partitioning for distributed data stream processing},
booktitle = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
pages = {6:1--6:4},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3401071.3401660},
doi = {10.1145/3401071.3401660},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/AbdelhamidA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FanSKA20,
author = {Zhiwei Fan and
Rathijit Sen and
Paraschos Koutris and
Aws Albarghouthi},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho},
title = {Automated tuning of query degree of parallelism via machine learning},
booktitle = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
pages = {2:1--2:4},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3401071.3401656},
doi = {10.1145/3401071.3401656},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FanSKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/GhadakchiXT20,
author = {Vahid Ghadakchi and
Mian Xie and
Arash Termehchy},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho},
title = {Bandit join: preliminary results},
booktitle = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
pages = {1:1--1:4},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3401071.3401655},
doi = {10.1145/3401071.3401655},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/GhadakchiXT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/GuoD20,
author = {Runsheng Benson Guo and
Khuzaima Daudjee},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho},
title = {Research challenges in deep reinforcement learning-based join query
optimization},
booktitle = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
pages = {3:1--3:6},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3401071.3401657},
doi = {10.1145/3401071.3401657},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/GuoD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KipfMRSKK020,
author = {Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho},
title = {RadixSpline: a single-pass learned index},
booktitle = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
pages = {5:1--5:5},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3401071.3401659},
doi = {10.1145/3401071.3401659},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/KipfMRSKK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WoltmannHHL20,
author = {Lucas Woltmann and
Claudio Hartmann and
Dirk Habich and
Wolfgang Lehner},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho},
title = {Best of both worlds: combining traditional and machine learning models
for cardinality estimation},
booktitle = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
pages = {4:1--4:8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3401071.3401658},
doi = {10.1145/3401071.3401658},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WoltmannHHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2020aidm,
editor = {Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho},
title = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3401071},
doi = {10.1145/3401071},
isbn = {978-1-4503-8029-4},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/2020aidm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/0001H19,
author = {Ali Hadian and
Thomas Heinis},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Considerations for handling updates in learned index structures},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {3:1--3:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859.3329874},
doi = {10.1145/3329859.3329874},
timestamp = {Mon, 27 May 2019 17:10:01 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/0001H19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/CiccoFKMS19,
author = {Vincenzo Di Cicco and
Donatella Firmani and
Nick Koudas and
Paolo Merialdo and
Divesh Srivastava},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Interpreting deep learning models for entity resolution: an experience
report using {LIME}},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {8:1--8:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859.3329878},
doi = {10.1145/3329859.3329878},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/CiccoFKMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FernandezM19,
author = {Raul Castro Fernandez and
Samuel Madden},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Termite: a system for tunneling through heterogeneous data},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {7:1--7:8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859.3329877},
doi = {10.1145/3329859.3329877},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FernandezM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HilprechtBR19,
author = {Benjamin Hilprecht and
Carsten Binnig and
Uwe R{\"{o}}hm},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Towards learning a partitioning advisor with deep reinforcement learning},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {6:1--6:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859.3329876},
doi = {10.1145/3329859.3329876},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/HilprechtBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KarkiHHBLCGT19,
author = {Bhavya Karki and
Fan Hu and
Nithin Haridas and
Suhail Barot and
Zihua Liu and
Lucile Callebert and
Matthias Grabmair and
Anthony Tomasic},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Question answering via web extracted tables},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {4:1--4:8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859.3329879},
doi = {10.1145/3329859.3329879},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/KarkiHHBLCGT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ShengTZP19,
author = {Yangjun Sheng and
Anthony Tomasic and
Tieying Zhang and
Andrew Pavlo},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Scheduling {OLTP} transactions via learned abort prediction},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {1:1--1:8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859.3329871},
doi = {10.1145/3329859.3329871},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ShengTZP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WoltmannHTHL19,
author = {Lucas Woltmann and
Claudio Hartmann and
Maik Thiele and
Dirk Habich and
Wolfgang Lehner},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Cardinality estimation with local deep learning models},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {5:1--5:8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859.3329875},
doi = {10.1145/3329859.3329875},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WoltmannHTHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/XuCT19,
author = {Liqi Xu and
Richard L. Cole and
Daniel Ting},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Learning to optimize federated queries},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {2:1--2:7},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859.3329873},
doi = {10.1145/3329859.3329873},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/XuCT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2019aidm,
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859},
doi = {10.1145/3329859},
isbn = {978-1-4503-6802-5},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/2019aidm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/DurandPPMBSSRB18,
author = {Gabriel Campero Durand and
Marcus Pinnecke and
Rufat Piriyev and
Mahmoud Mohsen and
David Broneske and
Gunter Saake and
Maya S. Sekeran and
Fabi{\'{a}}n Rodriguez and
Laxmi Balami},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {GridFormation: Towards Self-Driven Online Data Partitioning using
Reinforcement Learning},
booktitle = {Proceedings of the First International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2018, Houston,
TX, USA, June 10, 2018},
pages = {1:1--1:7},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3211954.3211956},
doi = {10.1145/3211954.3211956},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/DurandPPMBSSRB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KawabataMS18,
author = {Kouki Kawabata and
Yasuko Matsubara and
Yasushi Sakurai},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {StreamScope: Automatic Pattern Discovery over Data Streams},
booktitle = {Proceedings of the First International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2018, Houston,
TX, USA, June 10, 2018},
pages = {5:1--5:8},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3211954.3211959},
doi = {10.1145/3211954.3211959},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/KawabataMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/MarcusP18,
author = {Ryan Marcus and
Olga Papaemmanouil},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Deep Reinforcement Learning for Join Order Enumeration},
booktitle = {Proceedings of the First International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2018, Houston,
TX, USA, June 10, 2018},
pages = {3:1--3:4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3211954.3211957},
doi = {10.1145/3211954.3211957},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/MarcusP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/MiloS18,
author = {Tova Milo and
Amit Somech},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Deep Reinforcement-Learning Framework for Exploratory Data Analysis},
booktitle = {Proceedings of the First International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2018, Houston,
TX, USA, June 10, 2018},
pages = {4:1--4:4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3211954.3211958},
doi = {10.1145/3211954.3211958},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/MiloS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/SeaboltKR18,
author = {Ed Seabolt and
Eser Kandogan and
Mary Roth},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Contextual Intelligence for Unified Data Governance},
booktitle = {Proceedings of the First International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2018, Houston,
TX, USA, June 10, 2018},
pages = {2:1--2:9},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3211954.3211955},
doi = {10.1145/3211954.3211955},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/SeaboltKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2018aidm,
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Proceedings of the First International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2018, Houston,
TX, USA, June 10, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3211954},
doi = {10.1145/3211954},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/2018aidm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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