Alexander Alexandrov

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Volker MarklTechnische Universität BerlinEmail yang diverifikasi di tu-berlin.de
Odej KaoProfessor of Computer Science, TU BerlinEmail yang diverifikasi di tu-berlin.de
Fabian HueskeSenior Software Engineer @ SnowflakeEmail yang diverifikasi di apache.org
Daniel WarnekeVisiting Postdoc, International Computer Science Institute, BerkeleyEmail yang diverifikasi di icsi.berkeley.edu
Sebastian SchelterProfessor at BIFOLD & TU BerlinEmail yang diverifikasi di tu-berlin.de
Kostas TzoumasPostdoc at TU BerlinEmail yang diverifikasi di tu-berlin.de
Astrid RheinländerBayer AG, Pharmaceuticals R&D, Digital TechnologiesEmail yang diverifikasi di bayer.com
Felix NaumannHasso Plattner Institute, University of PotsdamEmail yang diverifikasi di hpi.de
Arvid HeiseHasso-Plattner-Institute, Potsdam, GermanyEmail yang diverifikasi di hpi.de
Ulf LeserKnowledge Management in Bioinformatics, Humboldt-Universität zu BerlinEmail yang diverifikasi di informatik.hu-berlin.de
Matthias J. SaxConfluent Inc.Email yang diverifikasi di apache.org
Asterios KatsifodimosAsst. Professor at TU DelftEmail yang diverifikasi di tudelft.nl
Max HeimelTechnische Universität BerlinEmail yang diverifikasi di tu-berlin.de
Kai SachsZalandoEmail yang diverifikasi di zalando.de
Christoph BodenResearch Associate, TU BerlinEmail yang diverifikasi di tu-berlin.de
Alexandru IosupProfessor of Comp.Sci., VU University AmsterdamEmail yang diverifikasi di vu.nl
Berni SchieferAmazonEmail yang diverifikasi di amazon.com
Periklis AndritsosFaculty of InformationEmail yang diverifikasi di utoronto.ca
Juan SotoSenior Computer Scientist / Academic Director, TU BerlinEmail yang diverifikasi di tu-berlin.de
Felix SchülerMSc Student, TU Berlin

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Alexander Alexandrov

Research Assistant, TU Berlin

Email yang diverifikasi di tu-berlin.de

Databases Parallel Data Processing Data Analytics Query Optimization Query Compilation


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
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	668	2014
GluonTS: Probabilistic and Neural Time Series Modeling in Python. A Alexandrov, K Benidis, M Bohlke-Schneider, V Flunkert, J Gasthaus, ... J. Mach. Learn. Res. 21 (116), 1-6, 2020	274	2020
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	129	2012
Gluonts: Probabilistic time series models in python A Alexandrov, K Benidis, M Bohlke-Schneider, V Flunkert, J Gasthaus, ... arXiv preprint arXiv:1906.05264, 2019	114	2019
Implicit parallelism through deep language embedding A Alexandrov, A Katsifodimos, G Krastev, V Markl SIGMOD Record 45 (1), 51-58, 2016	92	2016
Implicit Parallelism through Deep Language Embedding A Alexandrov, A Kunft, A Katsifodimos, L Thamsen, O Kao, T Herb, ... SIGMOD 2015, 0	92*
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	78	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	73	2010
Distributed Matrix Factorization with MapReduce using a series of Broadcast-Joins S Schelter, C Boden, M Schenck, A Alexandrov, V Markl	65*
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	54	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	47	2016
Myriad: Scalable and Expressive Data Generation A Alexandrov, K Tzoumas, V Markl VLDB, 1890-1893, 2012	42	2012
GluonTS: Probabilistic Time Series Modeling in Python A Alexandrov, K Benidis, M Bohlke-Schneider, V Flunkert, J Gasthaus, ... arXiv preprint arXiv:1906.05264, 2019	27	2019
Representations and optimizations for embedded parallel dataflow languages A Alexandrov, G Krastev, V Markl ACM Transactions on Database Systems (TODS) 44 (1), 1-44, 2019	18	2019
PEEL: A framework for benchmarking distributed systems and algorithms C Boden, A Alexandrov, A Kunft, T Rabl, V Markl Performance Evaluation and Benchmarking for the Analytics Era: 9th TPC …, 2018	17	2018
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	17	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	8	2011
End-to-End Benchmarking of Deep Learning Platforms V Deuschle, A Alexandrov, T Januschowski, V Markl Technology Conference on Performance Evaluation and Benchmarking, 116-132, 2019	4	2019
Emma in Action: Deklarative Datenflüsse für Skalierbare Datenanalyse. A Alexandrov, G Krastev, B Louis, A Salzmann, V Markl BTW, 609, 2017	1	2017
GluonTS: Probabilistic Time Series Models in Python V Flunkert, A Alexandrov, J Schulz, J Gasthaus, D Salinas, DM Robinson, ...		2019

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