Intelligent tasks allocation at the edge based on machine learning and bio-inspired algorithms

M Soula, A Karanika, K Kolomvatsos… - Evolving Systems, 2022 - Springer
Current advances in the Internet of Things (IoT) and Cloud involve the presence of an
additional layer between them acting as mediator for data transfer and processing in close …

[HTML][HTML] A probabilistic model for assigning queries at the edge

K Kolomvatsos, C Anagnostopoulos - Computing, 2020 - Springer
Data management at the edge of the network can increase the performance of applications
as the processing is realized close to end users limiting the observed latency in the …

Data-driven type-2 fuzzy sets for tasks management at the edge

K Kolomvatsos - IEEE Transactions on Emerging Topics in …, 2021 - ieeexplore.ieee.org
Tasks allocation at the edge of the network is a significant research topic for the upcoming
new era of the intelligent edge mesh. One can easily detect interesting attempts to define …

[HTML][HTML] 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 …

Proactive, uncertainty-driven queries management at the edge

K Kolomvatsos, C Anagnostopoulos - Future Generation Computer Systems, 2021 - Elsevier
Research community has already revealed the challenges of data processing when
performed at the Cloud that may affect the performance of any desired application. The main …

An intelligent edge-centric queries allocation scheme based on ensemble models

K Kolomvatsos, C Anagnostopoulos - ACM Transactions on Internet …, 2020 - dl.acm.org
The combination of Internet of Things (IoT) and Edge Computing (EC) can assist in the
delivery of novel applications that will facilitate end-users' activities. Data collected by …

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 …

Optimized analytics query allocation at the edge of the network

A Karanika, M Soula, C Anagnostopoulos… - Internet and Distributed …, 2019 - Springer
The new era of the Internet of Things (IoT) provides the space where novel applications will
play a significant role in people's daily lives through the adoption of multiple services that …

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 …

Edge-Centric Queries' Stream Management Based on an Ensemble Model

K Kolomvatsos, C Anagnostopoulos - … : Post-workshop volume of the 8th …, 2020 - Springer
Abstract The Internet of things (IoT) involves numerous devices that can interact with each
other or with their environment to collect and process data. The collected data streams are …