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lirmm-02973633v2  Journal articles
Oleksandra Levchenko, Boyan Kolev, Djamel-Edine Yagoubi, Reza Akbarinia, Florent Masseglia et al.  BestNeighbor: Efficient Evaluation of kNN Queries on Large Time Series Databases
Knowledge and Information Systems (KAIS), Springer, In press, ⟨10.1007/s10115-020-01518-4⟩
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lirmm-01341172v1  Conference papers
Boyan Kolev, Carlyna Bondiombouy, Oleksandra Levchenko, Patrick Valduriez, Ricardo Jimenez-Péris et al.  Design and Implementation of the CloudMdsQL Multistore System
CLOSER: Cloud Computing and Services Science, Apr 2016, Roma, Italy. pp.352-359, ⟨10.5220/0005923803520359⟩
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lirmm-01886760v1  Conference papers
Oleksandra Levchenko, Djamel-Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Boyan Kolev et al.  Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets
CIKM: Conference on Information and Knowledge Management, Oct 2018, Turin, Italy. pp.1951-1954, ⟨10.1145/3269206.3269226⟩
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lirmm-01632355v1  Poster communications
Boyan Kolev, Oleksandra Levchenko, Florent Masseglia, Reza Akbarinia, Esther Pacitti et al.  Highly Scalable Real-Time Analytics with CloudDBAppliance
XLDB: Extremely Large Databases Conference, Oct 2017, Clermont-Ferrand, France. 10th Extremely Large Databases Conference, 2017
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lirmm-01409104v1  Conference papers
Carlyna Bondiombouy, Boyan Kolev, Patrick Valduriez, Oleksandra Levchenko. Extending CloudMdsQL with MFR for Big Data Integration
BDA: Gestion de Données — Principes, Technologies et Applications, LIAS / ISAE-ENSMA, Poitiers, Nov 2016, Poitiers, France
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lirmm-01415582v1  Conference papers
Boyan Kolev, Raquel Pau, Oleksandra Levchenko, Patrick Valduriez, Ricardo Jiménez-Peris et al.  Benchmarking Polystores: the CloudMdsQL Experience
Workshop on Methods to Manage Heterogeneous Big Data and Polystore Databases, Dec 2016, Washington, DC, United States. pp.2574-2579, ⟨10.1109/BigData.2016.7840899⟩
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lirmm-02265729v1  Conference papers
Boyan Kolev, Reza Akbarinia, Ricardo Jimenez-Peris, Oleksandra Levchenko, Florent Masseglia et al.  Parallel Streaming Implementation of Online Time Series Correlation Discovery on Sliding Windows with Regression Capabilities
CLOSER 2019 - 9th International Conference on Cloud Computing and Services Science, May 2019, Heraklion, Greece. pp.681-687
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lirmm-01345712v1  Journal articles
Carlyna Bondiombouy, Boyan Kolev, Oleksandra Levchenko, Patrick Valduriez. Multistore Big Data Integration with CloudMdsQL
Transactions on Large-Scale Data- and Knowledge-Centered Systems, Springer Berlin / Heidelberg, 2016, 28, pp.48-74
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lirmm-02265726v1  Conference papers
Oleksandra Levchenko, Boyan Kolev, Djamel-Edine Yagoubi, Dennis Shasha, Themis Palpanas et al.  Distributed Algorithms to Find Similar Time Series
ECML-PKDD 2019 - European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2019, Wurtzbourg, Germany
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lirmm-01886794v1  Journal articles
Djamel-Edine Yagoubi, Reza Akbarinia, Boyan Kolev, Oleksandra Levchenko, Florent Masseglia et al.  ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows
Data Mining and Knowledge Discovery, Springer, 2018, 32 (5), pp.1481-1507. ⟨10.1007/s10618-018-0580-z⟩
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lirmm-01288025v1  Conference papers
Boyan Kolev, Carlyna Bondiombouy, Patrick Valduriez, Ricardo Jiménez-Peris, Raquel Pau et al.  The CloudMdsQL Multistore System
ACM SIGMOD, Jun 2016, San Francisco, United States. ⟨10.1145/2882903.2899400⟩
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lirmm-01408621v1  Conference papers
Boyan Kolev, Carlyna Bondiombouy, Patrick Valduriez, Ricardo Jiménez-Peris, Raquel Spain et al.  Demonstration of the CloudMdsQL Multistore System
BDA: Gestion de Données — Principes, Technologies et Applications, Nov 2016, Poitiers, France
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lirmm-01184016v1  Journal articles
Boyan Kolev, Patrick Valduriez, Carlyna Bondiombouy, Ricardo Jiménez-Peris, Raquel Pau et al.  CloudMdsQL: Querying Heterogeneous Cloud Data Stores with a Common Language
Distributed and Parallel Databases, Springer, 2016, 34 (4), pp.463-503. ⟨10.1007/s10619-015-7185-y⟩
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lirmm-01921718v1  Conference papers
Boyan Kolev, Oleksandra Levchenko, Esther Pacitti, Patrick Valduriez, Ricardo Vilaça et al.  Parallel Polyglot Query Processing on Heterogeneous Cloud Data Stores with LeanXcale
IEEE International Conference on Big Data (Big Data 2018), Dec 2018, Seattle, United States. pp.1757-1766, ⟨10.1109/BigData.2018.8622187⟩
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lirmm-03148271v1  Journal articles
Pavlos Kranas, Boyan Kolev, Oleksandra Levchenko, Esther Pacitti, Patrick Valduriez et al.  Parallel Query Processing in a Polystore
Distributed and Parallel Databases, Springer, In press, pp.39. ⟨10.1007/s10619-021-07322-5⟩