Alexander Alexandrov

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 9

Top Venues

TPCTC

SIGMOD Conference

Proc. VLDB Endow.

CoRR

Technical University of Berlin, Germany (PHD)

Education History

Technical University of Berlin, Germany

PHD

Publications

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 (2020)
Alexander Alexandrov, Georgi Krastev, Volker Markl
Representations and Optimizations for Embedded Parallel Dataflow Languages. ACM Trans. Database Syst. 44 (1) (2019)
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 (2019)
Vincent Deuschle, Alexander Alexandrov, Tim Januschowski, Volker Markl
End-to-End Benchmarking of Deep Learning Platforms. TPCTC (2019)
Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl
PEEL: A Framework for Benchmarking Distributed Systems and Algorithms. TPCTC (2017)
Alexander Alexandrov, Georgi Krastev, Bernd Louis, Andreas Salzmann, Volker Markl
Emma in Action: Deklarative Datenflüsse für Skalierbare Datenanalyse. BTW (2017)
Alexander Alexandrov, Asterios Katsifodimos, Georgi Krastev, Volker Markl
Implicit Parallelism through Deep Language Embedding. SIGMOD Rec. 45 (1) (2016)
Alexander Alexandrov, Andreas Salzmann, Georgi Krastev, Asterios Katsifodimos, Volker Markl
Emma in Action: Declarative Dataflows for Scalable Data Analysis. SIGMOD Conference (2016)
Andreas Kunft, Alexander Alexandrov, Asterios Katsifodimos, Volker Markl
Bridging the gap: towards optimization across linear and relational algebra. BeyondMR@SIGMOD (2016)
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)
Marie Hoffmann, Alexander Alexandrov, Periklis Andritsos, Juan Soto, Volker Markl
Composite Key Generation on a Shared-Nothing Architecture. TPCTC (2014)
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) (2014)
Alexander Alexandrov, Christoph Brücke, Volker Markl
Issues in big data testing and benchmarking. DBTest (2013)
Sebastian Schelter, Christoph Boden, Martin Schenck, Alexander Alexandrov, Volker Markl
Distributed matrix factorization with mapreduce using a series of broadcast-joins. RecSys (2013)
Alexander Alexandrov, Kostas Tzoumas, Volker Markl
Myriad: Scalable and Expressive Data Generation. Proc. VLDB Endow. 5 (12) (2012)
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)
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)
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) (2010)

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Publication Activity (10 Years)

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Alexander Alexandrov