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 …

[HTML][HTML] Autonomous proactive data management in support of pervasive edge applications

K Kolomvatsos, C Anagnostopoulos - Future Generation Computer Systems, 2024 - Elsevier
Recently, context-aware data management becomes the focus of many research efforts
placed at the intersection between the Internet of Things (IoT) and Edge Computing (EC) …

EdgeCEP: Fully-distributed complex event processing on IoT edges

S Choochotkaew, H Yamaguchi… - … Computing in Sensor …, 2017 - ieeexplore.ieee.org
In this paper, we propose a general complex event processing (CEP) engine aiming for
accomplishing at smart IoT edge devices in a fully distributed manner. We introduce a …

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 …

MYRTO: An efficient pervasive method for hybrid ML-based data filtered allocations

D Papathanasiou, A Tziouvaras… - Journal of Intelligent …, 2024 - Springer
Abstract In a Pervasive Edge Computing (PEC) ecosystem, numerous Internet of Things
(IoT) devices collect data from their environment and forward them to a network of Edge …

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) …

A Pervasive Edge Computing Model for Proactive Intelligent Data Migration

G Boulougaris, K Kolomvatsos - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Currently, there is a great attention of the research community for the intelligent
management of data in a context-aware manner at the intersection of the Internet of Things …

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 …

In-network decision making intelligence for task allocation in edge computing

K Kolomvatsos… - 2018 IEEE 30th …, 2018 - ieeexplore.ieee.org
Humongous contextual data are produced by sensing and computing devices (nodes) in
distributed computing environments supporting inferential/predictive analytics. Nodes locally …

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 …