Proactive tasks management for pervasive computing applications

K Kolomvatsos - Journal of Network and Computer Applications, 2021 - Elsevier
Current advances in the Internet of Things (IoT) and Edge Computing (EC) involve
numerous devices/nodes present at both 'layers' being capable of performing simple …

A demand-driven, proactive tasks management model at the edge

A Karanika, P Oikonomou… - … conference on fuzzy …, 2020 - ieeexplore.ieee.org
Tasks management is a very interesting research topic for various application domains.
Tasks may have the form of analytics or any other processing activities over the available …

A deep learning model for demand-driven, proactive tasks management in pervasive computing

K Kolomvatsos, C Anagnostopoulos - IoT, 2020 - mdpi.com
Pervasive computing applications deal with the intelligence surrounding users that can
facilitate their activities. This intelligence is provided in the form of software components …

A QoS-aware, proactive tasks offloading model for pervasive applications

G Boulougaris, K Kolomvatsos - 2022 9th International …, 2022 - ieeexplore.ieee.org
Edge Computing (EC) is a promising paradigm that provides multiple computation and
analytics capabilities close to data sources while alleviating the drawbacks of centralized …

Proactive Tasks Management based on a Deep Learning Model

K Kolomvatsos, C Anagnotopoulos - arXiv preprint arXiv:2007.12857, 2020 - arxiv.org
Pervasive computing applications deal with intelligence surrounding users that can facilitate
their activities. This intelligence is provided in the form of software components incorporated …

Multi-criteria optimal task allocation at the edge

K Kolomvatsos, C Anagnostopoulos - Future Generation Computer Systems, 2019 - Elsevier
Abstract In Internet of Things (IoT), numerous nodes produce huge volumes of data that are
the subject of various processing tasks. Tasks execution on top of the collected data can be …

A fuzzy decision tree based tasks orchestration algorithm for edge computing environments

C Mechalikh, H Taktak, F Moussa - … of the 34th International Conference on …, 2020 - Springer
With the emergence of the Internet of Things (IoT), a new computing paradigm-Edge
Computing-is evolving. Thanks to its horizontal scalability, this new paradigm leverages the …

Scheduling the execution of tasks at the edge

K Kolomvatsos, T Loukopoulos - 2018 IEEE Conference on …, 2018 - ieeexplore.ieee.org
The Internet of Things provides a huge infrastructure where numerous devices produce,
collect and process data. These data are the basis for offering analytics to support novel …

Time-optimized sequential decision making for service management in smart city environments

S ALFahad, C Anagnostopoulos… - Journal of Smart …, 2022 - content.iospress.com
Edge Computing is a new computing paradigm that aims to enhance the Quality of Service
(QoS) of applications running close to end users. However, edge nodes can only host a …

Data management and selectivity in collaborative pervasive edge computing

D Papathanasiou, K Kolomvatsos - Computing, 2024 - Springer
Context-aware data management becomes the focus of several research efforts, which can
be placed at the intersection between the Internet of Things (IoT) and Edge Computing (EC) …