Alexander Alexandrov

24 papers A 1Misc 3Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Optimizing correlated aggregate subqueries in Firebolt.
BTW
Andrés Senac, Alexander Alexandrov, Immanuel Haffner, Zhen Li, Benjamin Wagner
2024 J jnl
A Flexible Forecasting Stack.
Proc. VLDB Endow.
Tim Januschowski, Yuyang Wang, Jan Gasthaus, Syama Sundar Rangapuram, Caner Türkmen, Jasper Zschiegner, Lorenzo Stella, Michael Bohlke-Schneider, Danielle C. Maddix, Konstantinos Benidis, Alexander Alexandrov, Christos Faloutsos, Sebastian Schelter
2020 J jnl
GluonTS: Probabilistic and Neural Time Series Modeling in Python.
J. Mach. Learn. Res.
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
2019 — conf
End-to-End Benchmarking of Deep Learning Platforms.
TPCTC
Vincent Deuschle, Alexander Alexandrov, Tim Januschowski, Volker Markl
2019 J jnl
GluonTS: Probabilistic Time Series Models in Python.
CoRR
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
2019 J jnl
Representations and Optimizations for Embedded Parallel Dataflow Languages.
ACM Trans. Database Syst.
Alexander Alexandrov, Georgi Krastev, Volker Markl
2019 — —
Representations and optimizations for embedded parallel dataflow languages.
Alexander Alexandrov
2019 — ch.
Scala.
Encyclopedia of Big Data Technologies
Alexander Alexandrov
2018 — ch.
Big Data Platforms for Data Analytics.
Encyclopedia of Database Systems (2nd ed.)
Volker Markl, Vinayak R. Borkar, Matei Zaharia, Till Westmann, Alexander Alexandrov
2017 Misc conf
Emma in Action: Deklarative Datenflüsse für Skalierbare Datenanalyse.
BTW
Alexander Alexandrov, Georgi Krastev, Bernd Louis, Andreas Salzmann, Volker Markl
2017 — conf
PEEL: A Framework for Benchmarking Distributed Systems and Algorithms.
TPCTC
Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl
2017 — ed.
Proceedings of The 16th International Symposium on Database Programming Languages, DBPL 2017, Munich, Germany, September 1, 2017
DBPL
Tiark Rompf, Alexander Alexandrov
2016 — conf
Bridging the gap: towards optimization across linear and relational algebra.
BeyondMR@SIGMOD
Andreas Kunft, Alexander Alexandrov, Asterios Katsifodimos, Volker Markl
2016 — conf
Emma in Action: Declarative Dataflows for Scalable Data Analysis.
SIGMOD Conference
Alexander Alexandrov, Andreas Salzmann, Georgi Krastev, Asterios Katsifodimos, Volker Markl
2016 J jnl
Implicit Parallelism through Deep Language Embedding.
SIGMOD Rec.
Alexander Alexandrov, Asterios Katsifodimos, Georgi Krastev, Volker Markl
2015 — conf
Implicit Parallelism through Deep Language Embedding.
SIGMOD Conference
Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl
2014 — conf
Composite Key Generation on a Shared-Nothing Architecture.
TPCTC
Marie Hoffmann, Alexander Alexandrov, Periklis Andritsos, Juan Soto, Volker Markl
2014 J jnl
The Stratosphere platform for big data analytics.
VLDB J.
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
2013 A conf
Distributed matrix factorization with mapreduce using a series of broadcast-joins.
RecSys
Sebastian Schelter, Christoph Boden, Martin Schenck, Alexander Alexandrov, Volker Markl
2013 — conf
Issues in big data testing and benchmarking.
DBTest
Alexander Alexandrov, Christoph Brücke, Volker Markl
2012 — conf
Benchmarking in the Cloud: What It Should, Can, and Cannot Be.
TPCTC
Enno Folkerts, Alexander Alexandrov, Kai Sachs, Alexandru Iosup, Volker Markl, Cafer Tosun
2012 J jnl
Myriad: Scalable and Expressive Data Generation.
Proc. VLDB Endow.
Alexander Alexandrov, Kostas Tzoumas, Volker Markl
2011 Misc conf
MapReduce and PACT - Comparing Data Parallel Programming Models.
BTW
Alexander Alexandrov, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke
2010 J jnl
Massively Parallel Data Analysis with PACTs on Nephele.
Proc. VLDB Endow.
Alexander Alexandrov, Dominic Battré, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke