INtelligeNt ApplicatiOns oVer Large ScAle DaTa StrEams

Project Information

INNOVATE

Grant agreement ID: 745829

DOI

10.3030/745829

Project closed

EC signature date 25 October 2017

Start date 1 April 2018

End date 31 March 2020

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 195 454,80

EU contribution

€ 195 454,80

Coordinated by

UNIVERSITY OF GLASGOW
United Kingdom

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Other (1)

Intelligent Applications over Large-Scale Data Streams

Author(s): K. Kolomvatsos, C. Anagnostopoulos
Published in: DemoFest 2018, 2018
Publisher: The Scottish Informatics & Computer Science Alliance (SICSA)

Conference proceedings (6)

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
Publisher: 30th International Conference on Tools with Artificial Intelligence

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
Publisher: CEUR workshop proceedings database

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, ISBN 978-1-7281-3801-5
Publisher: IEEE
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
Publisher: Springer

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
Publisher: IEEE World Congress on Computational Intelligence (WCCI)

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
Publisher: Springer

Peer reviewed articles (5)

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
Publisher: Elsevier BV
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
Publisher: Springer Verlag
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
Publisher: Academic Press
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
Publisher: Springer Verlag
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
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10489-020-01712-5

Book chapters (2)

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
Publisher: Springer

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, ISBN 978-3-030-44906-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-44907-0_7