INtelligeNt ApplicatiOns oVer Large ScAle DaTa StrEams

Intelligent Applications over Large-Scale Data Streams

Autores: K. Kolomvatsos, C. Anagnostopoulos
Publicado en: DemoFest 2018, 2018
Editor: The Scottish Informatics & Computer Science Alliance (SICSA)

In-Network Edge Intelligence for Optimal Task Allocation

Autores: K. Kolomvatsos, C. Anagnostopoulos
Publicado en: 30th International Conference on Tools with Artificial Intelligence, Edición November 5-7 2018, 2018
Editor: 30th International Conference on Tools with Artificial Intelligence

An Edge-Centric Ensemble Scheme for Queries Assignment

Autores: K. Kolomvatsos, C. Anagnostopoulos
Publicado en: 8th International Workshop on Combinations of Intelligent Methods and Applications, Edición November 5-7, 2018, 2018
Editor: CEUR workshop proceedings database

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

Autores: Ekaterina Aleksandrova, Christos Anagnostopoulos, Kostas Kolomvatsos
Publicado en: 2019 18th International Symposium on Parallel and Distributed Computing (ISPDC), 2019, Página(s) 1-8, ISBN 978-1-7281-3801-5
Editor: IEEE
DOI: 10.1109/ispdc.2019.000-4

Optimized Analytics Query Allocation at the Edge of the Network

Autores: Karanika, A., Soula, M., Anagnostopoulos, C., Kolomvatsos, K., Stamoulis, G.
Publicado en: 12th International Conference on Internet and Distributed Computing Systems, Edición October 10-12, 2019, 2019
Editor: Springer

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

Autores: Karanika, A., Oikonomou, P., Kolomvatsos, K., Loukopoulos, T.
Publicado en: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Edición July 19-24th, 2020, 2020
Editor: IEEE World Congress on Computational Intelligence (WCCI)

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

Autores: A. Karanika. P. Oikonomou, K. Kolomvatsos, C. Anagnostopoulos
Publicado en: International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) - CD-MAKE 2020, 2020
Editor: Springer

Multi-criteria optimal task allocation at the edge

Autores: Kostas Kolomvatsos, Christos Anagnostopoulos
Publicado en: Future Generation Computer Systems, Edición 93, 2019, Página(s) 358-372, ISSN 0167-739X
Editor: Elsevier BV
DOI: 10.1016/j.future.2018.10.051

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

Autores: Kostas Kolomvatsos
Publicado en: Computing, Edición 101/11, 2019, Página(s) 1687-1710, ISSN 0010-485X
Editor: Springer Verlag
DOI: 10.1007/s00607-018-0683-9

An efficient scheme for applying software updates in pervasive computing applications

Autores: Kostas Kolomvatsos
Publicado en: Journal of Parallel and Distributed Computing, Edición 128, 2019, Página(s) 1-14, ISSN 0743-7315
Editor: Academic Press
DOI: 10.1016/j.jpdc.2019.01.010

A probabilistic model for assigning queries at the edge

Autores: Kostas Kolomvatsos, Christos Anagnostopoulos
Publicado en: Computing, Edición 102/4, 2020, Página(s) 865-892, ISSN 0010-485X
Editor: Springer Verlag
DOI: 10.1007/s00607-019-00767-8

Predictive intelligence of reliable analytics in distributed computing environments

Autores: Yiannis Kathidjiotis, Kostas Kolomvatsos, Christos Anagnostopoulos
Publicado en: Applied Intelligence, 2019, ISSN 0924-669X
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10489-020-01712-5

Edge-Centric Queries Stream Management based on an Ensemble Model

Autores: K. Kolomvatsos, C. Anagnostopoulos
Publicado en: Advances in Integration of Intelligent Methods, 2019
Editor: Springer

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

Autores: Hristo Ivanov, Christos Anagnostopoulos, Kostas Kolomvatsos
Publicado en: Convergence of Artificial Intelligence and the Internet of Things, 2020, Página(s) 145-185, ISBN 978-3-030-44906-3
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-44907-0_7

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