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INtelligeNt ApplicatiOns oVer Large ScAle DaTa StrEams

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Publications

Intelligent Applications over Large-Scale Data Streams

Author(s): K. Kolomvatsos, C. Anagnostopoulos
Published in: DemoFest 2018, 2018

In-Network Edge Intelligence for Optimal Task Allocation

Author(s): K. Kolomvatsos, C. Anagnostopoulos
Published in: 30th International Conference on Tools with Artificial Intelligence, Issue November 5-7 2018, 2018

An Edge-Centric Ensemble Scheme for Queries Assignment

Author(s): K. Kolomvatsos, C. Anagnostopoulos
Published in: 8th International Workshop on Combinations of Intelligent Methods and Applications, Issue November 5-7, 2018, 2018

Machine Learning Model Updates in Edge Computing: An Optimal Stopping Theory Approach

Author(s): Ekaterina Aleksandrova, Christos Anagnostopoulos, Kostas Kolomvatsos
Published in: 2019 18th International Symposium on Parallel and Distributed Computing (ISPDC), 2019, Page(s) 1-8
DOI: 10.1109/ispdc.2019.000-4

Optimized Analytics Query Allocation at the Edge of the Network

Author(s): Karanika, A., Soula, M., Anagnostopoulos, C., Kolomvatsos, K., Stamoulis, G.
Published in: 12th International Conference on Internet and Distributed Computing Systems, Issue October 10-12, 2019, 2019

A Demand-driven, Proactive Tasks Management Model at the Edge

Author(s): Karanika, A., Oikonomou, P., Kolomvatsos, K., Loukopoulos, T.
Published in: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Issue July 19-24th, 2020, 2020

An Ensemble Interpretable Machine Learning Scheme for Securing Data Quality at the Edge

Author(s): A. Karanika. P. Oikonomou, K. Kolomvatsos, C. Anagnostopoulos
Published in: International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) - CD-MAKE 2020, 2020

Multi-criteria optimal task allocation at the edge

Author(s): Kostas Kolomvatsos, Christos Anagnostopoulos
Published in: Future Generation Computer Systems, Issue 93, 2019, Page(s) 358-372, ISSN 0167-739X
DOI: 10.1016/j.future.2018.10.051

A distributed, proactive intelligent scheme for securing quality in large scale data processing

Author(s): Kostas Kolomvatsos
Published in: Computing, Issue 101/11, 2019, Page(s) 1687-1710, ISSN 0010-485X
DOI: 10.1007/s00607-018-0683-9

An efficient scheme for applying software updates in pervasive computing applications

Author(s): Kostas Kolomvatsos
Published in: Journal of Parallel and Distributed Computing, Issue 128, 2019, Page(s) 1-14, ISSN 0743-7315
DOI: 10.1016/j.jpdc.2019.01.010

A probabilistic model for assigning queries at the edge

Author(s): Kostas Kolomvatsos, Christos Anagnostopoulos
Published in: Computing, Issue 102/4, 2020, Page(s) 865-892, ISSN 0010-485X
DOI: 10.1007/s00607-019-00767-8

Predictive intelligence of reliable analytics in distributed computing environments

Author(s): Yiannis Kathidjiotis, Kostas Kolomvatsos, Christos Anagnostopoulos
Published in: Applied Intelligence, 2019, ISSN 0924-669X
DOI: 10.1007/s10489-020-01712-5

Edge-Centric Queries Stream Management based on an Ensemble Model

Author(s): K. Kolomvatsos, C. Anagnostopoulos
Published in: Advances in Integration of Intelligent Methods, 2019

In-Network Machine Learning Predictive Analytics: A Swarm Intelligence Approach

Author(s): Hristo Ivanov, Christos Anagnostopoulos, Kostas Kolomvatsos
Published in: Convergence of Artificial Intelligence and the Internet of Things, 2020, Page(s) 145-185
DOI: 10.1007/978-3-030-44907-0_7