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ORCIDBibTeX records: Matthias Boehm 0001
@article{DBLP:journals/pvldb/JustenRFLTLBHZMB24,
author = {David Justen and
Daniel Ritter and
Campbell Fraser and
Andrew Lamb and
Nga Tran and
Allison Lee and
Thomas Bodner and
Mhd Yamen Haddad and
Steffen Zeuch and
Volker Markl and
Matthias Boehm},
title = {{POLAR:} Adaptive and Non-invasive Join Order Selection via Plans
of Least Resistance},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {6},
pages = {1350--1363},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p1350-justen.pdf},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/JustenRFLTLBHZMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/Baunsgaard023,
author = {Sebastian Baunsgaard and
Matthias Boehm},
title = {{AWARE:} Workload-aware, Redundancy-exploiting Linear Algebra},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {1},
pages = {2:1--2:28},
year = {2023},
url = {https://doi.org/10.1145/3588682},
doi = {10.1145/3588682},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmmod/Baunsgaard023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/Fathollahzadeh023,
author = {Saeed Fathollahzadeh and
Matthias Boehm},
title = {{GIO:} Generating Efficient Matrix and Frame Readers for Custom Data
Formats by Example},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {2},
pages = {120:1--120:26},
year = {2023},
url = {https://doi.org/10.1145/3589265},
doi = {10.1145/3589265},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmmod/Fathollahzadeh023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/SiddiqiKB23,
author = {Shafaq Siddiqi and
Roman Kern and
Matthias Boehm},
title = {{SAGA:} {A} Scalable Framework for Optimizing Data Cleaning Pipelines
for Machine Learning Applications},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {3},
pages = {218:1--218:26},
year = {2023},
url = {https://doi.org/10.1145/3617338},
doi = {10.1145/3617338},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmmod/SiddiqiKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Koutrika023f,
author = {Georgia Koutrika and
Jun Yang and
Manos Athanassoulis and
Kostas Stefanidis and
Ju Fan and
Abdul Quamar and
Yuanyan Tian and
Alekh Jindal and
Carsten Binnig and
Jennie Rogers and
Senjuti Basu Roy and
Steven Euijong Whang and
Matthias Boehm and
Aaron J. Elmore and
Vasilis Efthymiou and
Xiao Hu and
Xiaofang Zhou and
Alan D. Fekete},
title = {Front Matter},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {12},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/FrontMatterVol16No12.pdf},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/Koutrika023f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/LuthraK023,
author = {Manisha Luthra and
Andreas Kipf and
Matthias B{\"{o}}hm},
editor = {Birgitta K{\"{o}}nig{-}Ries and
Stefanie Scherzinger and
Wolfgang Lehner and
Gottfried Vossen},
title = {A Tutorial Workshop on {ML} for Systems and Systems for {ML}},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 06.-10, M{\"{a}}rz 2023, Dresden, Germany, Proceedings},
series = {{LNI}},
volume = {{P-331}},
pages = {707--708},
publisher = {Gesellschaft f{\"{u}}r Informatik e.V.},
year = {2023},
url = {https://doi.org/10.18420/BTW2023-43},
doi = {10.18420/BTW2023-43},
timestamp = {Tue, 04 Jul 2023 17:43:13 +0200},
biburl = {https://dblp.org/rec/conf/btw/LuthraK023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/Damme023,
author = {Patrick Damme and
Matthias Boehm},
editor = {Birgitta K{\"{o}}nig{-}Ries and
Stefanie Scherzinger and
Wolfgang Lehner and
Gottfried Vossen},
title = {Enabling Integrated Data Analysis Pipelines on Heterogeneous Hardware
through Holistic Extensibility},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 06.-10, M{\"{a}}rz 2023, Dresden, Germany, Proceedings},
series = {{LNI}},
volume = {{P-331}},
pages = {815--818},
publisher = {Gesellschaft f{\"{u}}r Informatik e.V.},
year = {2023},
url = {https://doi.org/10.18420/BTW2023-52},
doi = {10.18420/BTW2023-52},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/btw/Damme023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/0001IJ23,
author = {Matthias Boehm and
Matteo Interlandi and
Chris Jermaine},
editor = {Sudipto Das and
Ippokratis Pandis and
K. Sel{\c{c}}uk Candan and
Sihem Amer{-}Yahia},
title = {Optimizing Tensor Computations: From Applications to Compilation and
Runtime Techniques},
booktitle = {Companion of the 2023 International Conference on Management of Data,
{SIGMOD/PODS} 2023, Seattle, WA, USA, June 18-23, 2023},
pages = {53--59},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3555041.3589407},
doi = {10.1145/3555041.3589407},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/0001IJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/0001HSV23,
author = {Matthias Boehm and
Madelon Hulsebos and
Shreya Shankar and
Paroma Varma},
editor = {Sudipto Das and
Ippokratis Pandis and
K. Sel{\c{c}}uk Candan and
Sihem Amer{-}Yahia},
title = {Seventh Workshop on Data Management for End-to-End Machine Learning
{(DEEM)}},
booktitle = {Companion of the 2023 International Conference on Management of Data,
{SIGMOD/PODS} 2023, Seattle, WA, USA, June 18-23, 2023},
pages = {305--306},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3555041.3590819},
doi = {10.1145/3555041.3590819},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/0001HSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/PhaniEB22,
author = {Arnab Phani and
Lukas Erlbacher and
Matthias Boehm},
title = {{UPLIFT:} Parallelization Strategies for Feature Transformations in
Machine Learning Workloads},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {11},
pages = {2929--2938},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p2929-phani.pdf},
doi = {10.14778/3551793.3551842},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/PhaniEB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/DammeBB0BCDDEFG22,
author = {Patrick Damme and
Marius Birkenbach and
Constantinos Bitsakos and
Matthias Boehm and
Philippe Bonnet and
Florina M. Ciorba and
Mark Dokter and
Pawel Dowgiallo and
Ahmed Eleliemy and
Christian Faerber and
Georgios I. Goumas and
Dirk Habich and
Niclas Hedam and
Marlies Hofer and
Wenjun Huang and
Kevin Innerebner and
Vasileios Karakostas and
Roman Kern and
Tomaz Kosar and
Alexander Krause and
Daniel Krems and
Andreas Laber and
Wolfgang Lehner and
Eric Mier and
Marcus Paradies and
Bernhard Peischl and
Gabrielle Poerwawinata and
Stratos Psomadakis and
Tilmann Rabl and
Piotr Ratuszniak and
Pedro Silva and
Nikolai Skuppin and
Andreas Starzacher and
Benjamin Steinwender and
Ilin Tolovski and
Pinar T{\"{o}}z{\"{u}}n and
Wojciech Ulatowski and
Yuanyuan Wang and
Izajasz P. Wrosz and
Ales Zamuda and
Ce Zhang and
Xiaoxiang Zhu},
title = {{DAPHNE:} An Open and Extensible System Infrastructure for Integrated
Data Analysis Pipelines},
booktitle = {12th Conference on Innovative Data Systems Research, {CIDR} 2022,
Chaminade, CA, USA, January 9-12, 2022},
publisher = {www.cidrdb.org},
year = {2022},
url = {https://www.cidrdb.org/cidr2022/papers/p4-damme.pdf},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidr/DammeBB0BCDDEFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Baunsgaard0IKLO22,
author = {Sebastian Baunsgaard and
Matthias Boehm and
Kevin Innerebner and
Mito Kehayov and
Florian Lackner and
Olga Ovcharenko and
Arnab Phani and
Tobias Rieger and
David Weissteiner and
Sebastian Benjamin Wrede},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Federated Data Preparation, Learning, and Debugging in Apache SystemDS},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {4813--4817},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557162},
doi = {10.1145/3511808.3557162},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Baunsgaard0IKLO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/0001VX22,
author = {Matthias Boehm and
Paroma Varma and
Doris Xin},
editor = {Zachary G. Ives and
Angela Bonifati and
Amr El Abbadi},
title = {DEEM'22: Data Management for End-to-End Machine Learning},
booktitle = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia,
PA, USA, June 12 - 17, 2022},
pages = {2548--2549},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3514221.3524075},
doi = {10.1145/3514221.3524075},
timestamp = {Thu, 16 Mar 2023 09:51:25 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/0001VX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/deem/2022,
editor = {Matthias Boehm and
Paroma Varma and
Doris Xin},
title = {{DEEM} '22: Proceedings of the Sixth Workshop on Data Management for
End-To-End Machine Learning Philadelphia, PA, USA, 12 June 2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533028},
doi = {10.1145/3533028},
isbn = {978-1-4503-9375-1},
timestamp = {Wed, 25 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/deem/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/PhaniR021,
author = {Arnab Phani and
Benjamin Rath and
Matthias Boehm},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {{LIMA:} Fine-grained Lineage Tracing and Reuse in Machine Learning
Systems},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {1426--1439},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3452788},
doi = {10.1145/3448016.3452788},
timestamp = {Mon, 21 Jun 2021 11:48:16 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/PhaniR021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Sagadeeva021,
author = {Svetlana Sagadeeva and
Matthias Boehm},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {SliceLine: Fast, Linear-Algebra-based Slice Finding for {ML} Model
Debugging},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {2290--2299},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3457323},
doi = {10.1145/3448016.3457323},
timestamp = {Mon, 21 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Sagadeeva021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Baunsgaard0CDGG21,
author = {Sebastian Baunsgaard and
Matthias Boehm and
Ankit Chaudhary and
Behrouz Derakhshan and
Stefan Gei{\ss}els{\"{o}}der and
Philipp M. Grulich and
Michael Hildebrand and
Kevin Innerebner and
Volker Markl and
Claus Neubauer and
Sarah Osterburg and
Olga Ovcharenko and
Sergey Redyuk and
Tobias Rieger and
Alireza Rezaei Mahdiraji and
Sebastian Benjamin Wrede and
Steffen Zeuch},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {ExDRa: Exploratory Data Science on Federated Raw Data},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {2450--2463},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3457549},
doi = {10.1145/3448016.3457549},
timestamp = {Mon, 21 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Baunsgaard0CDGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2021deem,
editor = {Matthias Boehm and
Julia Stoyanovich and
Steven Whang},
title = {Proceedings of the Fifth Workshop on Data Management for End-To-End
Machine Learning, In conjunction with the 2021 {ACM} {SIGMOD/PODS}
Conference, DEEM@SIGMOD 2021, Virtual Event, China, 20 June, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3462462},
doi = {10.1145/3462462},
isbn = {978-1-4503-8486-5},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/2021deem.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/Boehm20,
author = {Matthias Boehm},
title = {Technical Perspective: Declarative Recursive Computation on an {RDBMS}},
journal = {{SIGMOD} Rec.},
volume = {49},
number = {1},
pages = {42},
year = {2020},
url = {https://doi.org/10.1145/3422648.3422658},
doi = {10.1145/3422648.3422658},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmod/Boehm20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/BoehmADGIKLPR20,
author = {Matthias Boehm and
Iulian Antonov and
Sebastian Baunsgaard and
Mark Dokter and
Robert Ginth{\"{o}}r and
Kevin Innerebner and
Florijan Klezin and
Stefanie N. Lindstaedt and
Arnab Phani and
Benjamin Rath and
Berthold Reinwald and
Shafaq Siddiqui and
Sebastian Benjamin Wrede},
title = {SystemDS: {A} Declarative Machine Learning System for the End-to-End
Data Science Lifecycle},
booktitle = {10th Conference on Innovative Data Systems Research, {CIDR} 2020,
Amsterdam, The Netherlands, January 12-15, 2020, Online Proceedings},
publisher = {www.cidrdb.org},
year = {2020},
url = {http://cidrdb.org/cidr2020/papers/p22-boehm-cidr20.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/BoehmADGIKLPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SenDLBBCK20,
author = {Prithviraj Sen and
Marina Danilevsky and
Yunyao Li and
Siddhartha Brahma and
Matthias Boehm and
Laura Chiticariu and
Rajasekar Krishnamurthy},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Learning Explainable Linguistic Expressions with Neural Inductive
Logic Programming for Sentence Classification},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {4211--4221},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.345},
doi = {10.18653/V1/2020.EMNLP-MAIN.345},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/SenDLBBCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2019Boehm,
author = {Matthias Boehm and
Arun Kumar and
Jun Yang},
title = {Data Management in Machine Learning Systems},
series = {Synthesis Lectures on Data Management},
publisher = {Morgan {\&} Claypool Publishers},
year = {2019},
url = {https://doi.org/10.2200/S00895ED1V01Y201901DTM057},
doi = {10.2200/S00895ED1V01Y201901DTM057},
isbn = {978-3-031-00741-5},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2019Boehm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/ElgoharyBHRR19,
author = {Ahmed Elgohary and
Matthias Boehm and
Peter J. Haas and
Frederick R. Reiss and
Berthold Reinwald},
title = {Compressed linear algebra for declarative large-scale machine learning},
journal = {Commun. {ACM}},
volume = {62},
number = {5},
pages = {83--91},
year = {2019},
url = {https://doi.org/10.1145/3318221},
doi = {10.1145/3318221},
timestamp = {Thu, 09 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/ElgoharyBHRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/0001ER19,
author = {Matthias Boehm and
Alexandre V. Evfimievski and
Berthold Reinwald},
editor = {Torsten Grust and
Felix Naumann and
Alexander B{\"{o}}hm and
Wolfgang Lehner and
Theo H{\"{a}}rder and
Erhard Rahm and
Andreas Heuer and
Meike Klettke and
Holger Meyer},
title = {Efficient Data-Parallel Cumulative Aggregates for Large-Scale Machine
Learning},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2019), 18. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 4.-8. M{\"{a}}rz 2019, Rostock, Germany, Proceedings},
series = {{LNI}},
volume = {{P-289}},
pages = {267--286},
publisher = {Gesellschaft f{\"{u}}r Informatik, Bonn},
year = {2019},
url = {https://doi.org/10.18420/btw2019-17},
doi = {10.18420/BTW2019-17},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/btw/0001ER19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Sommer0ERH19,
author = {Johanna Sommer and
Matthias Boehm and
Alexandre V. Evfimievski and
Berthold Reinwald and
Peter J. Haas},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {{MNC:} Structure-Exploiting Sparsity Estimation for Matrix Expressions},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {1607--1623},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3319854},
doi = {10.1145/3299869.3319854},
timestamp = {Sat, 22 Jun 2019 17:10:04 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Sommer0ERH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bdt/Boehm19,
author = {Matthias Boehm},
editor = {Sherif Sakr and
Albert Y. Zomaya},
title = {Apache SystemML},
booktitle = {Encyclopedia of Big Data Technologies},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-319-63962-8\_187-1},
doi = {10.1007/978-3-319-63962-8\_187-1},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/bdt/Boehm19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02976,
author = {Matthias Boehm and
Iulian Antonov and
Mark Dokter and
Robert Ginth{\"{o}}r and
Kevin Innerebner and
Florijan Klezin and
Stefanie N. Lindstaedt and
Arnab Phani and
Benjamin Rath},
title = {SystemDS: {A} Declarative Machine Learning System for the End-to-End
Data Science Lifecycle},
journal = {CoRR},
volume = {abs/1909.02976},
year = {2019},
url = {http://arxiv.org/abs/1909.02976},
eprinttype = {arXiv},
eprint = {1909.02976},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/BoehmRHSEP18,
author = {Matthias Boehm and
Berthold Reinwald and
Dylan Hutchison and
Prithviraj Sen and
Alexandre V. Evfimievski and
Niketan Pansare},
title = {On Optimizing Operator Fusion Plans for Large-Scale Machine Learning
in SystemML},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {12},
pages = {1755--1768},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1755-boehm.pdf},
doi = {10.14778/3229863.3229865},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/BoehmRHSEP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/ElgoharyBHRR18,
author = {Ahmed Elgohary and
Matthias Boehm and
Peter J. Haas and
Frederick R. Reiss and
Berthold Reinwald},
title = {Compressed linear algebra for large-scale machine learning},
journal = {{VLDB} J.},
volume = {27},
number = {5},
pages = {719--744},
year = {2018},
url = {https://doi.org/10.1007/s00778-017-0478-1},
doi = {10.1007/S00778-017-0478-1},
timestamp = {Wed, 03 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/ElgoharyBHRR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00829,
author = {Matthias Boehm and
Berthold Reinwald and
Dylan Hutchison and
Alexandre V. Evfimievski and
Prithviraj Sen},
title = {On Optimizing Operator Fusion Plans for Large-Scale Machine Learning
in SystemML},
journal = {CoRR},
volume = {abs/1801.00829},
year = {2018},
url = {http://arxiv.org/abs/1801.00829},
eprinttype = {arXiv},
eprint = {1801.00829},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04647,
author = {Niketan Pansare and
Michael Dusenberry and
Nakul Jindal and
Matthias Boehm and
Berthold Reinwald and
Prithviraj Sen},
title = {Deep Learning with Apache SystemML},
journal = {CoRR},
volume = {abs/1802.04647},
year = {2018},
url = {http://arxiv.org/abs/1802.04647},
eprinttype = {arXiv},
eprint = {1802.04647},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/Elgohary0HRR17,
author = {Ahmed Elgohary and
Matthias Boehm and
Peter J. Haas and
Frederick R. Reiss and
Berthold Reinwald},
title = {Scaling Machine Learning via Compressed Linear Algebra},
journal = {{SIGMOD} Rec.},
volume = {46},
number = {1},
pages = {42--49},
year = {2017},
url = {https://doi.org/10.1145/3093754.3093765},
doi = {10.1145/3093754.3093765},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/Elgohary0HRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/ElgamalLBETRS17,
author = {Tarek Elgamal and
Shangyu Luo and
Matthias Boehm and
Alexandre V. Evfimievski and
Shirish Tatikonda and
Berthold Reinwald and
Prithviraj Sen},
title = {{SPOOF:} Sum-Product Optimization and Operator Fusion for Large-Scale
Machine Learning},
booktitle = {8th Biennial Conference on Innovative Data Systems Research, {CIDR}
2017, Chaminade, CA, USA, January 8-11, 2017, Online Proceedings},
publisher = {www.cidrdb.org},
year = {2017},
url = {http://cidrdb.org/cidr2017/papers/p3-elgamal-cidr17.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/ElgamalLBETRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Kumar0017,
author = {Arun Kumar and
Matthias Boehm and
Jun Yang},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {Data Management in Machine Learning: Challenges, Techniques, and Systems},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1717--1722},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3054775},
doi = {10.1145/3035918.3054775},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Kumar0017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ElgoharyBHRR16,
author = {Ahmed Elgohary and
Matthias Boehm and
Peter J. Haas and
Frederick R. Reiss and
Berthold Reinwald},
title = {Compressed Linear Algebra for Large-Scale Machine Learning},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {12},
pages = {960--971},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p960-elgohary.pdf},
doi = {10.14778/2994509.2994515},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ElgoharyBHRR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/BoehmDEEMPRRSST16,
author = {Matthias Boehm and
Michael Dusenberry and
Deron Eriksson and
Alexandre V. Evfimievski and
Faraz Makari Manshadi and
Niketan Pansare and
Berthold Reinwald and
Frederick Reiss and
Prithviraj Sen and
Arvind Surve and
Shirish Tatikonda},
title = {SystemML: Declarative Machine Learning on Spark},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {13},
pages = {1425--1436},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p1425-boehm.pdf},
doi = {10.14778/3007263.3007279},
timestamp = {Fri, 20 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/BoehmDEEMPRRSST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001EPR16,
author = {Matthias Boehm and
Alexandre V. Evfimievski and
Niketan Pansare and
Berthold Reinwald},
title = {Declarative Machine Learning - {A} Classification of Basic Properties
and Types},
journal = {CoRR},
volume = {abs/1605.05826},
year = {2016},
url = {http://arxiv.org/abs/1605.05826},
eprinttype = {arXiv},
eprint = {1605.05826},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001EPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/AshariTBRCKS15,
author = {Arash Ashari and
Shirish Tatikonda and
Matthias Boehm and
Berthold Reinwald and
Keith Campbell and
John Keenleyside and
P. Sadayappan},
editor = {Albert Cohen and
David Grove},
title = {On optimizing machine learning workloads via kernel fusion},
booktitle = {Proceedings of the 20th {ACM} {SIGPLAN} Symposium on Principles and
Practice of Parallel Programming, PPoPP 2015, San Francisco, CA, USA,
February 7-11, 2015},
pages = {173--182},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2688500.2688521},
doi = {10.1145/2688500.2688521},
timestamp = {Sun, 12 Jun 2022 19:46:08 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/AshariTBRCKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HuangBTRTR15,
author = {Botong Huang and
Matthias Boehm and
Yuanyuan Tian and
Berthold Reinwald and
Shirish Tatikonda and
Frederick R. Reiss},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Resource Elasticity for Large-Scale Machine Learning},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {137--152},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2749432},
doi = {10.1145/2723372.2749432},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/HuangBTRTR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Boehm15,
author = {Matthias Boehm},
title = {Costing Generated Runtime Execution Plans for Large-Scale Machine
Learning Programs},
journal = {CoRR},
volume = {abs/1503.06384},
year = {2015},
url = {http://arxiv.org/abs/1503.06384},
eprinttype = {arXiv},
eprint = {1503.06384},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Boehm15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/BoehmBERRSTT14,
author = {Matthias B{\"{o}}hm and
Douglas R. Burdick and
Alexandre V. Evfimievski and
Berthold Reinwald and
Frederick R. Reiss and
Prithviraj Sen and
Shirish Tatikonda and
Yuanyuan Tian},
title = {SystemML's Optimizer: Plan Generation for Large-Scale Machine Learning
Programs},
journal = {{IEEE} Data Eng. Bull.},
volume = {37},
number = {3},
pages = {52--62},
year = {2014},
url = {http://sites.computer.org/debull/A14sept/p52.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/BoehmBERRSTT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/BoehmHL14,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner},
title = {On-demand re-optimization of integration flows},
journal = {Inf. Syst.},
volume = {45},
pages = {1--17},
year = {2014},
url = {https://doi.org/10.1016/j.is.2014.03.005},
doi = {10.1016/J.IS.2014.03.005},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/BoehmHL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/BoehmTRSTBV14,
author = {Matthias Boehm and
Shirish Tatikonda and
Berthold Reinwald and
Prithviraj Sen and
Yuanyuan Tian and
Douglas Burdick and
Shivakumar Vaithyanathan},
title = {Hybrid Parallelization Strategies for Large-Scale Machine Learning
in SystemML},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {7},
pages = {553--564},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p553-boehm.pdf},
doi = {10.14778/2732286.2732292},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/BoehmTRSTBV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KirchnerBRSSTB14,
author = {Peter D. Kirchner and
Matthias B{\"{o}}hm and
Berthold Reinwald and
Daby M. Sow and
J. Michael Schmidt and
Deepak S. Turaga and
Alain Biem},
title = {Large Scale Discriminative Metric Learning},
booktitle = {2014 {IEEE} International Parallel {\&} Distributed Processing
Symposium Workshops, Phoenix, AZ, USA, May 19-23, 2014},
pages = {1656--1663},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IPDPSW.2014.181},
doi = {10.1109/IPDPSW.2014.181},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/KirchnerBRSSTB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dbsk/FischerDSRBL13,
author = {Ulrike Fischer and
Lars Dannecker and
Laurynas Siksnys and
Frank Rosenthal and
Matthias B{\"{o}}hm and
Wolfgang Lehner},
title = {Towards Integrated Data Analytics: Time Series Forecasting in {DBMS}},
journal = {Datenbank-Spektrum},
volume = {13},
number = {1},
pages = {45--53},
year = {2013},
url = {https://doi.org/10.1007/s13222-012-0108-4},
doi = {10.1007/S13222-012-0108-4},
timestamp = {Thu, 18 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dbsk/FischerDSRBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/BoehmBERSTT13,
author = {Matthias Boehm and
Douglas Burdick and
Alexandre V. Evfimievski and
Berthold Reinwald and
Prithviraj Sen and
Shirish Tatikonda and
Yuanyuan Tian},
editor = {Guy M. Lohman},
title = {Compiling machine learning algorithms with SystemML},
booktitle = {{ACM} Symposium on Cloud Computing, {SOCC} '13, Santa Clara, CA, USA,
October 1-3, 2013},
pages = {57:1},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2523616.2525965},
doi = {10.1145/2523616.2525965},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloud/BoehmBERSTT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/KissingerSBHL12,
author = {Thomas Kissinger and
Benjamin Schlegel and
Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner},
title = {A high-throughput in-memory index, durable on flash-based {SSD:} insights
into the winning solution of the {SIGMOD} programming contest 2011},
journal = {{SIGMOD} Rec.},
volume = {41},
number = {3},
pages = {44--50},
year = {2012},
url = {https://doi.org/10.1145/2380776.2380788},
doi = {10.1145/2380776.2380788},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/KissingerSBHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/DanneckerVBLH12,
author = {Lars Dannecker and
Elena Vasilyeva and
Matthias B{\"{o}}hm and
Wolfgang Lehner and
Gregor Hackenbroich},
editor = {Tadeusz Morzy and
Theo H{\"{a}}rder and
Robert Wrembel},
title = {Efficient Integration of External Information into Forecast Models
from the Energy Domain},
booktitle = {Advances in Databases and Information Systems - 16th East European
Conference, {ADBIS} 2012, Pozna{\'{n}}, Poland, September 18-21,
2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7503},
pages = {139--152},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33074-2\_11},
doi = {10.1007/978-3-642-33074-2\_11},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/adbis/DanneckerVBLH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/BohmDDDFFLPPST12,
author = {Matthias B{\"{o}}hm and
Lars Dannecker and
Andreas Doms and
Erik Dovgan and
Bogdan Filipic and
Ulrike Fischer and
Wolfgang Lehner and
Torben Bach Pedersen and
Yoann Pitarch and
Laurynas Siksnys and
Tea Tusar},
editor = {Divesh Srivastava and
Ismail Ari},
title = {Data management in the {MIRABEL} smart grid system},
booktitle = {Proceedings of the 2012 Joint {EDBT/ICDT} Workshops, Berlin, Germany,
March 30, 2012},
pages = {95--102},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2320765.2320797},
doi = {10.1145/2320765.2320797},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edbt/BohmDDDFFLPPST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/DanneckerBLH12,
author = {Lars Dannecker and
Matthias B{\"{o}}hm and
Wolfgang Lehner and
Gregor Hackenbroich},
editor = {Anastasia Ailamaki and
Shawn Bowers},
title = {Partitioning and Multi-core Parallelization of Multi-equation Forecast
Models},
booktitle = {Scientific and Statistical Database Management - 24th International
Conference, {SSDBM} 2012, Chania, Crete, Greece, June 25-27, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7338},
pages = {106--123},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31235-9\_7},
doi = {10.1007/978-3-642-31235-9\_7},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/DanneckerBLH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/FischerBLP12,
author = {Ulrike Fischer and
Matthias B{\"{o}}hm and
Wolfgang Lehner and
Torben Bach Pedersen},
editor = {Anastasia Ailamaki and
Shawn Bowers},
title = {Optimizing Notifications of Subscription-Based Forecast Queries},
booktitle = {Scientific and Statistical Database Management - 24th International
Conference, {SSDBM} 2012, Chania, Crete, Greece, June 25-27, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7338},
pages = {449--466},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31235-9\_30},
doi = {10.1007/978-3-642-31235-9\_30},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/FischerBLP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Bohm2011,
author = {Matthias B{\"{o}}hm},
title = {Cost-based optimization of integration flows},
school = {Dresden University of Technology},
year = {2011},
url = {https://nbn-resolving.org/urn:nbn:de:bsz:14-qucosa-67936},
urn = {urn:nbn:de:bsz:14-qucosa-67936},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Bohm2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/BohmHPLW11,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Steffen Preissler and
Wolfgang Lehner and
Uwe Wloka},
title = {Cost-based vectorization of instance-based integration processes},
journal = {Inf. Syst.},
volume = {36},
number = {1},
pages = {3--29},
year = {2011},
url = {https://doi.org/10.1016/j.is.2010.06.007},
doi = {10.1016/J.IS.2010.06.007},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/BohmHPLW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/BohmLF11,
author = {Matthias B{\"{o}}hm and
Wolfgang Lehner and
Christof Fetzer},
title = {Resiliency-Aware Data Management},
journal = {Proc. {VLDB} Endow.},
volume = {4},
number = {12},
pages = {1462--1465},
year = {2011},
url = {http://www.vldb.org/pvldb/vol4/p1462-boehm.pdf},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/BohmLF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/DanneckerBLH11,
author = {Lars Dannecker and
Matthias B{\"{o}}hm and
Wolfgang Lehner and
Gregor Hackenbroich},
editor = {Johann Eder and
M{\'{a}}ria Bielikov{\'{a}} and
A Min Tjoa},
title = {Forcasting Evolving Time Series of Energy Demand and Supply},
booktitle = {Advances in Databases and Information Systems - 15th International
Conference, {ADBIS} 2011, Vienna, Austria, September 20-23, 2011.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6909},
pages = {302--315},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23737-9\_22},
doi = {10.1007/978-3-642-23737-9\_22},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/adbis/DanneckerBLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/FischerBL09,
author = {Ulrike Fischer and
Matthias B{\"{o}}hm and
Wolfgang Lehner},
editor = {Theo H{\"{a}}rder and
Wolfgang Lehner and
Bernhard Mitschang and
Harald Sch{\"{o}}ning and
Holger Schwarz},
title = {Offline Design Tuning for Hierarchies of Forecast Models},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web (BTW),
14. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme"
(DBIS), 2.-4.3.2011 in Kaiserslautern, Germany},
series = {{LNI}},
volume = {{P-180}},
pages = {167--186},
publisher = {{GI}},
year = {2011},
url = {https://dl.gi.de/handle/20.500.12116/19578},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/FischerBL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/BohmSVFHL09,
author = {Matthias B{\"{o}}hm and
Benjamin Schlegel and
Peter Benjamin Volk and
Ulrike Fischer and
Dirk Habich and
Wolfgang Lehner},
editor = {Theo H{\"{a}}rder and
Wolfgang Lehner and
Bernhard Mitschang and
Harald Sch{\"{o}}ning and
Holger Schwarz},
title = {Efficient In-Memory Indexing with Generalized Prefix Trees},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web (BTW),
14. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme"
(DBIS), 2.-4.3.2011 in Kaiserslautern, Germany},
series = {{LNI}},
volume = {{P-180}},
pages = {227--246},
publisher = {{GI}},
year = {2011},
url = {https://dl.gi.de/handle/20.500.12116/19581},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/BohmSVFHL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbpl/HabichBTSFVL11,
author = {Dirk Habich and
Matthias B{\"{o}}hm and
Maik Thiele and
Benjamin Schlegel and
Ulrike Fischer and
Hannes Voigt and
Wolfgang Lehner},
editor = {Nate Foster and
Anastasios Kementsietsidis},
title = {Next Generation Database Programming and Execution Environment},
booktitle = {Database Programming Languages - {DBPL} 201, 13th International Symposium,
Seattle, Washington, USA, August 29, 2011. Proceedings},
year = {2011},
url = {http://www.cs.cornell.edu/conferences/dbpl2011/papers/dbpl11-habich.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dbpl/HabichBTSFVL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssdbm/DanneckerSBLH11,
author = {Lars Dannecker and
Robert Schulze and
Matthias B{\"{o}}hm and
Wolfgang Lehner and
Gregor Hackenbroich},
editor = {Judith Bayard Cushing and
James C. French and
Shawn Bowers},
title = {Context-Aware Parameter Estimation for Forecast Models in the Energy
Domain},
booktitle = {Scientific and Statistical Database Management - 23rd International
Conference, {SSDBM} 2011, Portland, OR, USA, July 20-22, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6809},
pages = {491--508},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22351-8\_33},
doi = {10.1007/978-3-642-22351-8\_33},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ssdbm/DanneckerSBLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/BohmHL10,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner},
editor = {Joaquim Filipe and
Jos{\'{e}} Cordeiro},
title = {Multi-process Optimization Via Horizontal Message Queue Partitioning},
booktitle = {{ICEIS} 2010 - Proceedings of the 12th International Conference on
Enterprise Information Systems, Volume 1, DISI, Funchal, Madeira,
Portugal, June 8 - 12, 2010},
pages = {5--14},
publisher = {SciTePress},
year = {2010},
timestamp = {Mon, 17 Mar 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceis/BohmHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/BohmHL10a,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner},
editor = {Joaquim Filipe and
Jos{\'{e}} Cordeiro},
title = {Multi-flow Optimization via Horizontal Message Queue Partitioning},
booktitle = {Enterprise Information Systems - 12th International Conference, {ICEIS}
2010, Funchal, Madeira, Portugal, June 8-12, 2010, Revised Selected
Papers},
series = {Lecture Notes in Business Information Processing},
volume = {73},
pages = {31--47},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-19802-1\_3},
doi = {10.1007/978-3-642-19802-1\_3},
timestamp = {Sat, 19 Oct 2019 20:26:20 +0200},
biburl = {https://dblp.org/rec/conf/iceis/BohmHL10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/FischerRBL10,
author = {Ulrike Fischer and
Frank Rosenthal and
Matthias B{\"{o}}hm and
Wolfgang Lehner},
editor = {Bipin C. Desai and
Jorge Bernardino},
title = {Indexing forecast models for matching and maintenance},
booktitle = {Fourteenth International Database Engineering and Applications Symposium
{(IDEAS} 2010), August 16-18, 2010, Montreal, Quebec, Canada},
series = {{ACM} International Conference Proceeding Series},
pages = {26--31},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1866480.1866485},
doi = {10.1145/1866480.1866485},
timestamp = {Tue, 06 Nov 2018 16:58:58 +0100},
biburl = {https://dblp.org/rec/conf/ideas/FischerRBL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/BohmHPLW09,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Steffen Preissler and
Wolfgang Lehner and
Uwe Wloka},
editor = {Janis Grundspenkis and
Tadeusz Morzy and
Gottfried Vossen},
title = {Cost-Based Vectorization of Instance-Based Integration Processes},
booktitle = {Advances in Databases and Information Systems, 13th East European
Conference, {ADBIS} 2009, Riga, Latvia, September 7-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5739},
pages = {253--269},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03973-7\_19},
doi = {10.1007/978-3-642-03973-7\_19},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/adbis/BohmHPLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/BohmHLW09,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner and
Uwe Wloka},
editor = {Johann Christoph Freytag and
Thomas Ruf and
Wolfgang Lehner and
Gottfried Vossen},
title = {System{\"{u}}bergreifende Kostennormalisierung f{\"{u}}r
Integrationsprozesse},
booktitle = {Datenbanksysteme in Business, Technologie und Web {(BTW} 2009), 13.
Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme"
(DBIS), Proceedings, 2.-6. M{\"{a}}rz 2009, M{\"{u}}nster,
Germany},
series = {{LNI}},
volume = {{P-144}},
pages = {67--86},
publisher = {{GI}},
year = {2009},
url = {https://dl.gi.de/handle/20.500.12116/20494},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/BohmHLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/BohmWHL09,
author = {Matthias B{\"{o}}hm and
Uwe Wloka and
Dirk Habich and
Wolfgang Lehner},
editor = {Martin L. Kersten and
Boris Novikov and
Jens Teubner and
Vladimir Polutin and
Stefan Manegold},
title = {{GCIP:} exploiting the generation and optimization of integration
processes},
booktitle = {{EDBT} 2009, 12th International Conference on Extending Database Technology,
Saint Petersburg, Russia, March 24-26, 2009, Proceedings},
series = {{ACM} International Conference Proceeding Series},
volume = {360},
pages = {1128--1131},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1516360.1516494},
doi = {10.1145/1516360.1516494},
timestamp = {Wed, 04 May 2022 13:02:27 +0200},
biburl = {https://dblp.org/rec/conf/edbt/BohmWHL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/VoigtPBL09,
author = {Hannes Voigt and
Steffen Prei{\ss}ler and
Matthias B{\"{o}}hm and
Wolfgang Lehner},
editor = {Stefan Fischer and
Erik Maehle and
R{\"{u}}diger Reischuk},
title = {Anfragegetriebene Indizierung r{\"{a}}umlicher Daten},
booktitle = {39. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, Im Focus
das Leben, {INFORMATIK} 2009, L{\"{u}}beck, Germany, September
28 - October 2, 2009, Proceedings},
series = {{LNI}},
volume = {{P-154}},
pages = {2056--2070},
publisher = {{GI}},
year = {2009},
url = {https://dl.gi.de/handle/20.500.12116/31183},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gi/VoigtPBL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/BohmHPLW09,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Steffen Preissler and
Wolfgang Lehner and
Uwe Wloka},
editor = {Joaquim Filipe and
Jos{\'{e}} Cordeiro},
title = {Vectorizing Instance-Based Integration Processes},
booktitle = {Enterprise Information Systems, 11th International Conference, {ICEIS}
2009, Milan, Italy, May 6-10, 2009. Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {24},
pages = {40--52},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01347-8\_4},
doi = {10.1007/978-3-642-01347-8\_4},
timestamp = {Tue, 16 Aug 2022 23:04:29 +0200},
biburl = {https://dblp.org/rec/conf/iceis/BohmHPLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/BohmHLW09,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner and
Uwe Wloka},
editor = {Joaquim Filipe and
Jos{\'{e}} Cordeiro},
title = {Invisible Deployment of Integration Processes},
booktitle = {Enterprise Information Systems, 11th International Conference, {ICEIS}
2009, Milan, Italy, May 6-10, 2009. Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {24},
pages = {53--65},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01347-8\_5},
doi = {10.1007/978-3-642-01347-8\_5},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iceis/BohmHLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/BohmHLW08,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner and
Uwe Wloka},
editor = {Paolo Atzeni and
Albertas Caplinskas and
Hannu Jaakkola},
title = {An Advanced Transaction Model for Recovery Processing of Integration
Processes},
booktitle = {Advances in Databases and Information Systems, Proceedings of the
12th East European Conference, {ADBIS} 2008, September 5-9, 2008,
Pori, Finland},
pages = {90--105},
publisher = {Tampere University of Technology. Pori. Publication},
year = {2008},
timestamp = {Mon, 17 Mar 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adbis/BohmHLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caise/BohmBHLW08,
author = {Matthias B{\"{o}}hm and
J{\"{u}}rgen Bittner and
Dirk Habich and
Wolfgang Lehner and
Uwe Wloka},
editor = {Zohra Bellahsene and
Carson Woo and
Ela Hunt and
Xavier Franch and
Remi Coletta},
title = {Improving Data Independence, Efficiency and Functional Flexibility
of Integration Platforms},
booktitle = {Proceedings of the Forum at the CAiSE'08 Conference, Montpellier,
France, June 18-20, 2008},
series = {{CEUR} Workshop Proceedings},
volume = {344},
pages = {97--100},
publisher = {CEUR-WS.org},
year = {2008},
url = {https://ceur-ws.org/Vol-344/paper25.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:33 +0100},
biburl = {https://dblp.org/rec/conf/caise/BohmBHLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BohmWHL08,
author = {Matthias B{\"{o}}hm and
Uwe Wloka and
Dirk Habich and
Wolfgang Lehner},
editor = {James G. Shanahan and
Sihem Amer{-}Yahia and
Ioana Manolescu and
Yi Zhang and
David A. Evans and
Aleksander Kolcz and
Key{-}Sun Choi and
Abdur Chowdhury},
title = {Workload-based optimization of integration processes},
booktitle = {Proceedings of the 17th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,
2008},
pages = {1479--1480},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458082.1458343},
doi = {10.1145/1458082.1458343},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/BohmWHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BohmHLW08a,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner and
Uwe Wloka},
title = {DIPBench: An independent benchmark for Data-Intensive Integration
Processes},
booktitle = {Proceedings of the 24th International Conference on Data Engineering
Workshops, {ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {214--221},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDEW.2008.4498321},
doi = {10.1109/ICDEW.2008.4498321},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/BohmHLW08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BohmHLW08,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner and
Uwe Wloka},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {DIPBench Toolsuite: {A} Framework for Benchmarking Integration Systems},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {1596--1599},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497630},
doi = {10.1109/ICDE.2008.4497630},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/BohmHLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/BohmWHL08,
author = {Matthias B{\"{o}}hm and
Uwe Wloka and
Dirk Habich and
Wolfgang Lehner},
editor = {Jos{\'{e}} Cordeiro and
Joaquim Filipe},
title = {Model-Driven Generation and Optimization of Complex Integration Processes},
booktitle = {{ICEIS} 2008 - Proceedings of the Tenth International Conference on
Enterprise Information Systems, Volume DISI, Barcelona, Spain, June
12-16, 2008},
pages = {131--136},
year = {2008},
timestamp = {Mon, 17 Mar 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceis/BohmWHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/BohmWHL08a,
author = {Matthias B{\"{o}}hm and
Uwe Wloka and
Dirk Habich and
Wolfgang Lehner},
editor = {Jos{\'{e}} Cordeiro and
Joaquim Filipe},
title = {Message Indexing for Document-Oriented Integration Processes},
booktitle = {{ICEIS} 2008 - Proceedings of the Tenth International Conference on
Enterprise Information Systems, Volume DISI, Barcelona, Spain, June
12-16, 2008},
pages = {137--142},
year = {2008},
timestamp = {Mon, 17 Mar 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceis/BohmWHL08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mbsdi/BohmHLW08,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Wolfgang Lehner and
Uwe Wloka},
editor = {Ralf{-}Detlef Kutsche and
Nikola Milanovic},
title = {Model-Driven Development of Complex and Data-Intensive Integration
Processes},
booktitle = {Model-Based Software and Data Integration - First International Workshop,
{MBSDI} 2008, Berlin, Germany, April 1-3, 2008. Proceedings},
series = {Communications in Computer and Information Science},
volume = {8},
pages = {31--42},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78999-4\_5},
doi = {10.1007/978-3-540-78999-4\_5},
timestamp = {Tue, 16 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mbsdi/BohmHLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/BohmHWBL07,
author = {Matthias B{\"{o}}hm and
Dirk Habich and
Uwe Wloka and
J{\"{u}}rgen Bittner and
Wolfgang Lehner},
editor = {Yannis E. Ioannidis and
Boris Novikov and
Boris Rachev},
title = {Towards Self-Optimization of Message Transformation Processes},
booktitle = {Communications of the Eleventh East-European Conference on Advances
in Databases and Information Systems, Varna, Bulgaria, September 29
- October 3, 2007},
series = {{CEUR} Workshop Proceedings},
volume = {325},
publisher = {CEUR-WS.org},
year = {2007},
url = {https://ceur-ws.org/Vol-325/paper11.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:59 +0100},
biburl = {https://dblp.org/rec/conf/adbis/BohmHWBL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/BohmBWHL07,
author = {Matthias B{\"{o}}hm and
J{\"{u}}rgen Bittner and
Uwe Wloka and
Dirk Habich and
Wolfgang Lehner},
editor = {Alfons Kemper and
Harald Sch{\"{o}}ning and
Thomas Rose and
Matthias Jarke and
Thomas Seidl and
Christoph Quix and
Christoph Brochhaus},
title = {Ein Nachrichtentransformationsmodell f{\"{u}}r komplexe Transformationsprozesse
in datenzentrischen Anwendungsszenarien},
booktitle = {Datenbanksysteme in Business, Technologie und Web {(BTW} 2007), 12.
Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme"
(DBIS), Proceedings, 7.-9. M{\"{a}}rz 2007, Aachen, Germany},
series = {{LNI}},
volume = {{P-103}},
pages = {562--581},
publisher = {{GI}},
year = {2007},
url = {https://dl.gi.de/handle/20.500.12116/31825},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/BohmBWHL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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