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Oleksandra Levchenko

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2020 – today

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2021
[j4]
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Pavlos Kranas, Boyan Kolev, Oleksandra Levchenko, Esther Pacitti, Patrick Valduriez, Ricardo Jiménez-Peris, Marta Patiño-Martínez:
Parallel query processing in a polystore. Distributed Parallel Databases 39(4): 939-977 (2021)
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Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas, Dennis E. Shasha, Patrick Valduriez:
BestNeighbor: efficient evaluation of kNN queries on large time series databases. Knowl. Inf. Syst. 63(2): 349-378 (2021)

2010 – 2019

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2019
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Boyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño, Patrick Valduriez:
Parallel Streaming Implementation of Online Time Series Correlation Discovery on Sliding Windows with Regression Capabilities. CLOSER 2019: 681-687
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Boyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño, Patrick Valduriez:
Pipelined Implementation of a Parallel Streaming Method for Time Series Correlation Discovery on Sliding Windows. DATA 2019: 431-436
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Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Dennis E. Shasha, Themis Palpanas, Patrick Valduriez, Reza Akbarinia, Florent Masseglia:
Distributed Algorithms to Find Similar Time Series. ECML/PKDD (3) 2019: 781-785
2018
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Djamel Edine Yagoubi, Reza Akbarinia, Boyan Kolev, Oleksandra Levchenko, Florent Masseglia, Patrick Valduriez, Dennis E. Shasha:
ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows. Data Min. Knowl. Discov. 32(5): 1481-1507 (2018)
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Boyan Kolev, Oleksandra Levchenko, Esther Pacitti, Patrick Valduriez, Ricardo Vilaça, Rui C. Gonçalves, Ricardo Jiménez-Peris, Pavlos Kranas:
Parallel Polyglot Query Processing on Heterogeneous Cloud Data Stores with LeanXcale. IEEE BigData 2018: 1757-1766
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Oleksandra Levchenko, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Boyan Kolev, Dennis E. Shasha:
Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets. CIKM 2018: 1951-1954
2016
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Carlyna Bondiombouy, Boyan Kolev, Oleksandra Levchenko, Patrick Valduriez:
Multistore Big Data Integration with CloudMdsQL. Trans. Large Scale Data Knowl. Centered Syst. 28: 48-74 (2016)
[c3]
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Boyan Kolev, Raquel Pau, Oleksandra Levchenko, Patrick Valduriez, Ricardo Jiménez-Peris, José Pereira:
Benchmarking polystores: The CloudMdsQL experience. IEEE BigData 2016: 2574-2579
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Boyan Kolev, Carlyna Bondiombouy, Oleksandra Levchenko, Patrick Valduriez, Ricardo Jiménez-Peris, Raquel Pau, José Pereira:
Design and Implementation of the CloudMdsQL Multistore System. CLOSER (1) 2016: 352-359
2015
[c1]
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Carlyna Bondiombouy, Boyan Kolev, Oleksandra Levchenko, Patrick Valduriez:
Integrating Big Data and Relational Data with a Functional SQL-like Query Language. DEXA (1) 2015: 170-185

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