Kostas Tzoumas
Kostas Tzoumas
Postdoc at TU Berlin
Verified email at tu-berlin.de - Homepage
Title
Cited by
Cited by
Year
Apache flink: Stream and batch processing in a single engine
P Carbone, A Katsifodimos, S Ewen, V Markl, S Haridi, K Tzoumas
Bulletin of the IEEE Computer Society Technical Committee on Data …, 2015
8162015
The stratosphere platform for big data analytics
A Alexandrov, R Bergmann, S Ewen, JC Freytag, F Hueske, A Heise, ...
The VLDB Journal 23 (6), 939-964, 2014
4622014
Spinning fast iterative data flows
S Ewen, K Tzoumas, M Kaufmann, V Markl
arXiv preprint arXiv:1208.0088, 2012
1772012
Opening the black boxes in data flow optimization
F Hueske, M Peters, MJ Sax, A Rheinländer, R Bergmann, A Krettek, ...
Proceedings of the VLDB Endowment 5 (11), 1256-1267, 2012
1282012
State management in Apache Flink®: consistent stateful distributed stream processing
P Carbone, S Ewen, G Fóra, S Haridi, S Richter, K Tzoumas
Proceedings of the VLDB Endowment 10 (12), 1718-1729, 2017
1032017
Lightweight asynchronous snapshots for distributed dataflows
P Carbone, G Fóra, S Ewen, S Haridi, K Tzoumas
arXiv preprint arXiv:1506.08603, 2015
912015
" All roads lead to Rome" optimistic recovery for distributed iterative data processing
S Schelter, S Ewen, K Tzoumas, V Markl
Proceedings of the 22nd ACM international conference on Information …, 2013
582013
Introduction to Apache Flink: Stream Processing for Real Time and Beyond
E Friedman, K Tzoumas
" O'Reilly Media, Inc.", 2016
402016
Lightweight graphical models for selectivity estimation without independence assumptions
K Tzoumas, A Deshpande, CS Jensen
Proceedings of the VLDB Endowment 4 (11), 852-863, 2011
402011
Efficiently adapting graphical models for selectivity estimation
K Tzoumas, A Deshpande, CS Jensen
The VLDB Journal 22 (1), 3-27, 2013
342013
Iterative parallel data processing with stratosphere: an inside look
S Ewen, S Schelter, K Tzoumas, D Warneke, V Markl
Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013
312013
Workload-aware indexing of continuously moving objects
K Tzoumas, ML Yiu, CS Jensen
Proceedings of the VLDB Endowment 2 (1), 1186-1197, 2009
312009
Peeking into the optimization of data flow programs with mapreduce-style udfs
F Hueske, M Peters, A Krettek, M Ringwald, K Tzoumas, V Markl, ...
2013 IEEE 29th International Conference on Data Engineering (ICDE), 1292-1295, 2013
292013
Myriad: scalable and expressive data generation
A Alexandrov, K Tzoumas, V Markl
Proceedings of the VLDB Endowment 5 (12), 1890-1893, 2012
292012
Efficient proximity detection among mobile users via self-tuning policies
ML Yiu, S Šaltenis, K Tzoumas
Proceedings of the VLDB Endowment 3 (1-2), 985-996, 2010
262010
Optimistic recovery for iterative dataflows in action
S Dudoladov, C Xu, S Schelter, A Katsifodimos, S Ewen, K Tzoumas, ...
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
242015
Comparison of distributed data-parallelization patterns for big data analysis: A bioinformatics case study
J Wang, D Crawl, I Altintas, K Tzoumas, V Markl
Proceedings of the Fourth International Workshop on Data Intensive Computing …, 2013
222013
Implementing performance competitive logical recovery
D Lomet, K Tzoumas, M Zwilling
arXiv preprint arXiv:1105.4253, 2011
192011
Enabling operator reordering in data flow programs through static code analysis
F Hueske, A Krettek, K Tzoumas
arXiv preprint arXiv:1301.4200, 2013
102013
Sharing-aware horizontal partitioning for exploiting correlations during query processing
K Tzoumas, A Deshpande, CS Jensen
Proceedings of the VLDB Endowment 3 (1-2), 542-553, 2010
102010
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Articles 1–20