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@misc{pdbench,
title = {pdbench},
howpublished = {\url{http://pdbench.sourceforge.net/}},
note = {Accessed: 2020-12-15}
}
@MISC{Antova_fastand,
author = {Lyublena Antova and Thomas Jansen and Christoph Koch and Dan Olteanu},
title = {Fast and Simple Relational Processing of Uncertain Data},
year = {}
}
@book{DBLP:series/synthesis/2011Suciu,
author = {Dan Suciu and
Dan Olteanu and
Christopher R{\'{e}} and
Christoph Koch},
title = {Probabilistic Databases},
series = {Synthesis Lectures on Data Management},
publisher = {Morgan {\&} Claypool Publishers},
year = {2011},
url = {https://doi.org/10.2200/S00362ED1V01Y201105DTM016},
doi = {10.2200/S00362ED1V01Y201105DTM016},
timestamp = {Tue, 16 May 2017 14:24:20 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2011Suciu.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{10.1145/1265530.1265571,
author = {Dalvi, Nilesh and Suciu, Dan},
title = {The Dichotomy of Conjunctive Queries on Probabilistic Structures},
year = {2007},
isbn = {9781595936851},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi-org.gate.lib.buffalo.edu/10.1145/1265530.1265571},
doi = {10.1145/1265530.1265571},
abstract = {We show that for every conjunctive query, the complexity of evaluating it on a probabilistic database is either PTIME or P-complete, and we give an algorithm for deciding whether a given conjunctive query is PTIME or P-complete. The dichotomy property is a fundamental result on query evaluation on probabilistic databases and it gives a complete classification of the complexity of conjunctive queries.},
booktitle = {Proceedings of the Twenty-Sixth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems},
pages = {293302},
numpages = {10},
keywords = {probabilistic databases, dichotomy, conjunctive queries},
location = {Beijing, China},
series = {PODS '07}
}
@inproceedings{DBLP:conf/icde/OlteanuHK10,
author = {Dan Olteanu and
Jiewen Huang and
Christoph Koch},
editor = {Feifei Li and
Mirella M. Moro and
Shahram Ghandeharizadeh and
Jayant R. Haritsa and
Gerhard Weikum and
Michael J. Carey and
Fabio Casati and
Edward Y. Chang and
Ioana Manolescu and
Sharad Mehrotra and
Umeshwar Dayal and
Vassilis J. Tsotras},
title = {Approximate confidence computation in probabilistic databases},
booktitle = {Proceedings of the 26th International Conference on Data Engineering,
{ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},
pages = {145--156},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDE.2010.5447826},
doi = {10.1109/ICDE.2010.5447826},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/icde/OlteanuHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AntovaKO07a,
author = {Lyublena Antova and
Christoph Koch and
Dan Olteanu},
editor = {Rada Chirkova and
Asuman Dogac and
M. Tamer {\"{O}}zsu and
Timos K. Sellis},
title = {MayBMS: Managing Incomplete Information with Probabilistic World-Set
Decompositions},
booktitle = {Proceedings of the 23rd International Conference on Data Engineering,
{ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},
pages = {1479--1480},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDE.2007.369042},
doi = {10.1109/ICDE.2007.369042},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/icde/AntovaKO07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BoulosDMMRS05,
author = {Jihad Boulos and
Nilesh N. Dalvi and
Bhushan Mandhani and
Shobhit Mathur and
Christopher R{\'{e}} and
Dan Suciu},
editor = {Fatma {\"{O}}zcan},
title = {{MYSTIQ:} a system for finding more answers by using probabilities},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Baltimore, Maryland, USA, June 14-16, 2005},
pages = {891--893},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1066157.1066277},
doi = {10.1145/1066157.1066277},
timestamp = {Tue, 06 Nov 2018 11:07:39 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/BoulosDMMRS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/SinghMMPHS08,
author = {Sarvjeet Singh and
Chris Mayfield and
Sagar Mittal and
Sunil Prabhakar and
Susanne E. Hambrusch and
Rahul Shah},
editor = {Jason Tsong{-}Li Wang},
title = {Orion 2.0: native support for uncertain data},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},
pages = {1239--1242},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1376616.1376744},
doi = {10.1145/1376616.1376744},
timestamp = {Tue, 06 Nov 2018 11:07:37 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/SinghMMPHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{AF18,
author = {Arab, Bahareh and Feng, Su and Glavic, Boris and Lee, Seokki and Niu, Xing and Zeng, Qitian},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/bib/journals/debu/ArabFGLNZ17},
journal = {{IEEE} Data Engineering Bulletin},
keywords = {GProM; Provenance; Annotations},
number = {1},
pages = {51--62},
pdfurl = {http://sites.computer.org/debull/A18mar/p51.pdf},
projects = {GProM; Reenactment},
timestamp = {Fri, 02 Mar 2018 18:50:49 +0100},
title = {{GProM} - {A} Swiss Army Knife for Your Provenance Needs},
venueshort = {Data Eng. Bull.},
volume = {41},
year = {2018},
bdsk-url-1 = {http://sites.computer.org/debull/A18mar/p51.pdf}
}
@article{10.1145/3003665.3003667,
author = {Olteanu, Dan and Schleich, Maximilian},
title = {Factorized Databases},
year = {2016},
issue_date = {June 2016},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {45},
number = {2},
issn = {0163-5808},
url = {https://doi.org/10.1145/3003665.3003667},
doi = {10.1145/3003665.3003667},
abstract = {This paper overviews factorized databases and their application to machine learning. The key observation underlying this work is that state-of-the-art relational query processing entails a high degree of redundancy in the computation and representation of query results. This redundancy can be avoided and is not necessary for subsequent analytics such as learning regression models.},
journal = {SIGMOD Rec.},
month = sep,
pages = {516},
numpages = {12}
}
@inproceedings{DBLP:conf/tapp/Zavodny11,
author = {Jakub Z{\'{a}}vodn{\'{y}}},
editor = {Peter Buneman and
Juliana Freire},
title = {On Factorisation of Provenance Polynomials},
booktitle = {3rd Workshop on the Theory and Practice of Provenance, TaPP'11, Heraklion,
Crete, Greece, June 20-21, 2011},
publisher = {{USENIX} Association},
year = {2011},
url = {https://www.usenix.org/conference/tapp11/factorisation-provenance-polynomials},
timestamp = {Wed, 04 Jul 2018 13:06:34 +0200},
biburl = {https://dblp.org/rec/conf/tapp/Zavodny11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{k-match,
author = {Radu Curticapean},
editor = {Fedor V. Fomin and
Rusins Freivalds and
Marta Z. Kwiatkowska and
David Peleg},
title = {Counting Matchings of Size k Is W[1]-Hard},
booktitle = {Automata, Languages, and Programming - 40th International Colloquium,
{ICALP} 2013, Riga, Latvia, July 8-12, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7965},
pages = {352--363},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-39206-1\_30},
doi = {10.1007/978-3-642-39206-1\_30},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/icalp/Curticapean13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{kennedy:2010:icde:pip,
author = {Kennedy, Oliver and Koch, Christoph},
title = {PIP: A Database System for Great and Small Expectations},
booktitle = {ICDE},
year = {2010}
}
@inproceedings{DBLP:conf/vldb/AgrawalBSHNSW06,
author = {Parag Agrawal and
Omar Benjelloun and
Anish Das Sarma and
Chris Hayworth and
Shubha U. Nabar and
Tomoe Sugihara and
Jennifer Widom},
title = {Trio: {A} System for Data, Uncertainty, and Lineage},
booktitle = {{VLDB}},
pages = {1151--1154},
publisher = {{ACM}},
year = {2006}
}
@inproceedings{feng:2019:sigmod:uncertainty,
author = {Feng, Su and Huber, Aaron and Glavic, Boris and Kennedy, Oliver},
title = {Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers},
booktitle = {SIGMOD},
year = {2019}
}
@article{DBLP:journals/vldb/FinkHO13,
author = {Robert Fink and
Jiewen Huang and
Dan Olteanu},
title = {Anytime approximation in probabilistic databases},
journal = {{VLDB} J.},
volume = {22},
number = {6},
pages = {823--848},
year = {2013}
}
@inproceedings{DBLP:conf/pods/KhamisNR16,
author = {Mahmoud Abo Khamis and
Hung Q. Ngo and
Atri Rudra},
title = {{FAQ:} Questions Asked Frequently},
booktitle = {{PODS}},
pages = {13--28},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/pods/GreenKT07,
author = {Todd J. Green and
Gregory Karvounarakis and
Val Tannen},
title = {Provenance semirings},
booktitle = {{PODS}},
pages = {31--40},
publisher = {{ACM}},
year = {2007}
}
@article{DBLP:journals/sigmod/GuagliardoL17,
author = {Paolo Guagliardo and
Leonid Libkin},
title = {Correctness of {SQL} Queries on Databases with Nulls},
journal = {{SIGMOD} Rec.},
volume = {46},
number = {3},
pages = {5--16},
year = {2017}
}
@inproceedings{GL16,
author = {Paolo Guagliardo and
Leonid Libkin},
booktitle = {PODS},
title = {Making SQL Queries Correct on Incomplete Databases: A Feasibility
Study},
year = {2016}
}
@inproceedings{jampani2008mcdb,
author = {Jampani, Ravi and Xu, Fei and Wu, Mingxi and Perez, Luis Leopoldo and Jermaine, Christopher and Haas, Peter J},
booktitle = {SIGMOD},
title = {MCDB: a monte carlo approach to managing uncertain data},
year = {2008}
}
@article{yang:2015:pvldb:lenses,
author = {Yang, Ying and Meneghetti, Niccolò and Fehling, Ronny and Liu, Zhen Hua and Gawlick, Dieter and Kennedy, Oliver},
title = {Lenses: An On-Demand Approach to ETL},
journal = {pVLDB},
volume = {8},
number = {12},
year = {2015},
pages = {1578--1589}
}
@book{DBLP:books/daglib/0020812,
author = {Hector Garcia{-}Molina and
Jeffrey D. Ullman and
Jennifer Widom},
title = {Database systems - the complete book {(2.} ed.)},
publisher = {Pearson Education},
year = {2009}
}