Alexander Alexandrov

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Volker MarklTechnische Universität BerlinVerified email at tu-berlin.de
Odej KaoProfessor of Computer Science, TU BerlinVerified email at tu-berlin.de
Fabian HueskeSenior Software Engineer @ SnowflakeVerified email at apache.org
Daniel WarnekeVisiting Postdoc, International Computer Science Institute, BerkeleyVerified email at icsi.berkeley.edu
Sebastian SchelterAssistant Professor at University of AmsterdamVerified email at uva.nl
Kostas TzoumasPostdoc at TU BerlinVerified email at tu-berlin.de
Astrid RheinländerBayer AG, Pharmaceuticals R&D, Digital TechnologiesVerified email at bayer.com
Felix NaumannHasso Plattner Institute, University of PotsdamVerified email at hpi.de
Arvid HeiseHasso-Plattner-Institute, Potsdam, GermanyVerified email at hpi.de
Ulf LeserKnowledge Management in Bioinformatics, Humboldt-Universität zu BerlinVerified email at informatik.hu-berlin.de
Matthias J. SaxConfluent Inc.Verified email at apache.org
Asterios KatsifodimosAssistant Professor at TU DelftVerified email at tudelft.nl
Max HeimelTechnische Universität BerlinVerified email at tu-berlin.de
Kai SachsGoogleVerified email at google.com
Alexandru IosupProfessor of Comp.Sci., VU University Amsterdam, and Visiting Professor, TU DelftVerified email at vu.nl
Christoph BodenResearch Associate, TU BerlinVerified email at tu-berlin.de
Berni SchieferAmazonVerified email at amazon.com
Periklis AndritsosFaculty of InformationVerified email at utoronto.ca
Juan SotoTU Berlin and the German Research Center for Artificial Intelligence (DFKI)Verified email at tu-berlin.de
Felix SchülerMSc Student, TU Berlin

Alexander Alexandrov

Research Assistant, TU Berlin

Verified email at tu-berlin.de

Databases Parallel Data Processing MapReduce Data Analytics Query Optimization


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The Stratosphere platform for big data analytics A Alexandrov, R Bergmann, S Ewen, JC Freytag, F Hueske, A Heise, ... The VLDB Journal—The International Journal on Very Large Data Bases 23 (6 …, 2014	536	2014
Benchmarking in the Cloud: What It Should, Can, and Cannot Be E Folkerts, A Alexandrov, K Sachs, A Iosup, V Markl, C Tosun TPCTC, 173-188, 2012	104	2012
MapReduce and PACT-comparing data parallel programming models A Alexandrov, S Ewen, M Heimel, F Hueske, O Kao, V Markl, E Nijkamp, ... BTW, 25-44, 2011	69	2011
Massively parallel data analysis with PACTs on nephele A Alexandrov, M Heimel, V Markl, D Battré, F Hueske, E Nijkamp, S Ewen, ... Proceedings of the VLDB Endowment 3 (1-2), 1625-1628, 2010	67	2010
Implicit parallelism through deep language embedding A Alexandrov, A Katsifodimos, G Krastev, V Markl SIGMOD Record 45 (1), 51-58, 2016	64	2016
Implicit Parallelism through Deep Language Embedding A Alexandrov, A Kunft, A Katsifodimos, L Thamsen, O Kao, T Herb, ... SIGMOD 2015, 0	64*
Distributed Matrix Factorization with MapReduce using a series of Broadcast-Joins S Schelter, C Boden, M Schenck, A Alexandrov, V Markl	56*
Issues in big data testing and benchmarking A Alexandrov, C Brücke, V Markl Proceedings of the Sixth International Workshop on Testing Database Systems, 1-5, 2013	44	2013
Bridging the gap: towards optimization across linear and relational algebra A Kunft, A Alexandrov, A Katsifodimos, V Markl Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for …, 2016	37	2016
Myriad: Scalable and Expressive Data Generation A Alexandrov, K Tzoumas, V Markl VLDB, 1890-1893, 2012	32	2012
Emma in action: Declarative dataflows for scalable data analysis A Alexandrov, A Salzmann, G Krastev, A Katsifodimos, V Markl Proceedings of the 2016 International Conference on Management of Data, 2073 …, 2016	14	2016
Myriad: parallel data generation on shared-nothing architectures A Alexandrov, B Schiefer, J Poelman, S Ewen, TO Bodner, V Markl Proceedings of the 1st Workshop on Architectures and Systems for Big Data, 30-33, 2011	9	2011
Composite Key Generation on a Shared-Nothing Architecture M Hoffmann, A Alexandrov, P Andritsos, J Soto, V Markl Technology Conference on Performance Evaluation and Benchmarking, 188-203, 2014		2014

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