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ORCIDAlexander Alexandrov 0001
Person information
- affiliation: Amazon Web Services, Berlin, Germany
- affiliation: TU Berlin, DIMA, Germany
Other persons with the same name
- Alexander Alexandrov 0002
![[0000-0002-8787-9235]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-8787-9235")
(aka: Alexander K. Alexandrov) — Bulgarian Academy of Science, Sofia, Bulgaria - Alexander Alexandrov 0003 — Lakehead University, Thunder Bay, ON, Canada
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Books and Theses
- 2019
[b1]Alexander Alexandrov:
Representations and optimizations for embedded parallel dataflow languages. Technical University of Berlin, Germany, 2019
Journal Articles
- 2024
- [j7]Tim Januschowski, Yuyang Wang, Jan Gasthaus, Syama Sundar Rangapuram, Caner Turkmen, Jasper Zschiegner, Lorenzo Stella, Michael Bohlke-Schneider, Danielle C. Maddix, Konstantinos Benidis, Alexander Alexandrov, Christos Faloutsos, Sebastian Schelter:
A Flexible Forecasting Stack. Proc. VLDB Endow. 17(12): 3883-3892 (2024) - 2020
- [j6]Alexander Alexandrov, Konstantinos Benidis, Michael Bohlke-Schneider, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Danielle C. Maddix, Syama Sundar Rangapuram, David Salinas, Jasper Schulz, Lorenzo Stella, Ali Caner Türkmen, Yuyang Wang:
GluonTS: Probabilistic and Neural Time Series Modeling in Python. J. Mach. Learn. Res. 21: 116:1-116:6 (2020) - 2019
- [j5]Alexander Alexandrov, Georgi Krastev, Volker Markl:
Representations and Optimizations for Embedded Parallel Dataflow Languages. ACM Trans. Database Syst. 44(1): 4:1-4:44 (2019) - 2016
- [j4]Alexander Alexandrov, Asterios Katsifodimos, Georgi Krastev, Volker Markl:
Implicit Parallelism through Deep Language Embedding. SIGMOD Rec. 45(1): 51-58 (2016) - 2014
- [j3]Alexander Alexandrov, Rico Bergmann, Stephan Ewen, Johann-Christoph Freytag, Fabian Hueske, Arvid Heise, Odej Kao, Marcus Leich, Ulf Leser, Volker Markl, Felix Naumann, Mathias Peters, Astrid Rheinländer, Matthias J. Sax, Sebastian Schelter, Mareike Höger, Kostas Tzoumas, Daniel Warneke:
The Stratosphere platform for big data analytics. VLDB J. 23(6): 939-964 (2014) - 2012
- [j2]Alexander Alexandrov, Kostas Tzoumas, Volker Markl:
Myriad: Scalable and Expressive Data Generation. Proc. VLDB Endow. 5(12): 1890-1893 (2012) - 2010
- [j1]Alexander Alexandrov, Dominic Battré, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke:
Massively Parallel Data Analysis with PACTs on Nephele. Proc. VLDB Endow. 3(2): 1625-1628 (2010)
Conference and Workshop Papers
- 2019
- [c11]Vincent Deuschle, Alexander Alexandrov, Tim Januschowski, Volker Markl:
End-to-End Benchmarking of Deep Learning Platforms. TPCTC 2019: 116-132 - 2017
- [c10]Alexander Alexandrov, Georgi Krastev, Bernd Louis, Andreas Salzmann, Volker Markl:
Emma in Action: Deklarative Datenflüsse für Skalierbare Datenanalyse. BTW 2017: 609 - [c9]Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl:
PEEL: A Framework for Benchmarking Distributed Systems and Algorithms. TPCTC 2017: 9-24 - 2016
- [c8]Andreas Kunft, Alexander Alexandrov, Asterios Katsifodimos, Volker Markl:
Bridging the gap: towards optimization across linear and relational algebra. BeyondMR@SIGMOD 2016: 1 - [c7]Alexander Alexandrov, Andreas Salzmann, Georgi Krastev, Asterios Katsifodimos, Volker Markl:
Emma in Action: Declarative Dataflows for Scalable Data Analysis. SIGMOD Conference 2016: 2073-2076 - 2015
- [c6]Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl:
Implicit Parallelism through Deep Language Embedding. SIGMOD Conference 2015: 47-61 - 2014
- [c5]Marie Hoffmann, Alexander Alexandrov, Periklis Andritsos, Juan Soto, Volker Markl:
Composite Key Generation on a Shared-Nothing Architecture. TPCTC 2014: 188-203 - 2013
- [c4]Sebastian Schelter, Christoph Boden, Martin Schenck, Alexander Alexandrov, Volker Markl:
Distributed matrix factorization with mapreduce using a series of broadcast-joins. RecSys 2013: 281-284 - [c3]Alexander Alexandrov, Christoph Brücke, Volker Markl:
Issues in big data testing and benchmarking. DBTest 2013: 1:1-1:5 - 2012
- [c2]Enno Folkerts, Alexander Alexandrov, Kai Sachs, Alexandru Iosup, Volker Markl, Cafer Tosun:
Benchmarking in the Cloud: What It Should, Can, and Cannot Be. TPCTC 2012: 173-188 - 2011
- [c1]Alexander Alexandrov, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke:
MapReduce and PACT - Comparing Data Parallel Programming Models. BTW 2011: 25-44
Editorship
- 2017
- [e1]Tiark Rompf, Alexander Alexandrov:
Proceedings of The 16th International Symposium on Database Programming Languages, DBPL 2017, Munich, Germany, September 1, 2017. ACM 2017, ISBN 978-1-4503-5354-0 [contents]
Reference Works
- 2019
- [r2]Alexander Alexandrov:
Scala. Encyclopedia of Big Data Technologies 2019 - 2018
- [r1]Volker Markl, Vinayak R. Borkar, Matei Zaharia, Till Westmann, Alexander Alexandrov:
Big Data Platforms for Data Analytics. Encyclopedia of Database Systems (2nd ed.) 2018
Informal and Other Publications
- 2019
- [i1]Alexander Alexandrov, Konstantinos Benidis, Michael Bohlke-Schneider, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Danielle C. Maddix, Syama Sundar Rangapuram, David Salinas, Jasper Schulz, Lorenzo Stella, Ali Caner Türkmen, Yuyang Wang:
GluonTS: Probabilistic Time Series Models in Python. CoRR abs/1906.05264 (2019)
Coauthor Index
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