[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) …
placed at the intersection between the Internet of Things (IoT) and Edge Computing (EC) …
Data-driven analytics task management reasoning mechanism in edge computing
C Anagnostopoulos, T Aladwani, I Alghamdi… - Smart Cities, 2022 - mdpi.com
Internet of Things (IoT) applications have led to exploding contextual data for predictive
analytics and exploration tasks. Consequently, computationally data-driven tasks at the …
analytics and exploration tasks. Consequently, computationally data-driven tasks at the …
A proactive statistical model supporting services and tasks management in pervasive applications
K Kolomvatsos… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The combination of the Internet of Things (IoT) and Edge Computing (EC) can support
intelligent pervasive applications that meet the needs of end users. A challenge is to provide …
intelligent pervasive applications that meet the needs of end users. A challenge is to provide …
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 …
additional layer between them acting as mediator for data transfer and processing in close …
[HTML][HTML] Node and relevant data selection in distributed predictive analytics: A query-centric approach
T Aladwani, C Anagnostopoulos… - Journal of Network and …, 2024 - Elsevier
Abstract Distributed Predictive Analytics (DPA) refers to constructing predictive models
based on data distributed across nodes. DPA reduces the need for data centralization, thus …
based on data distributed across nodes. DPA reduces the need for data centralization, thus …
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 …
analytics capabilities close to data sources while alleviating the drawbacks of centralized …
A proactive inference scheme for data-aware decision making in support of pervasive applications
K Kolomvatsos - Future Generation Computer Systems, 2022 - Elsevier
The advent of the Internet of Things (IoT) offers a huge infrastructure where numerous
devices can collect and process data retrieved by their environment. Due to the limited …
devices can collect and process data retrieved by their environment. Due to the limited …
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 …
(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) …
be placed at the intersection between the Internet of Things (IoT) and Edge Computing (EC) …
A deep learning model for data synopses management in pervasive computing applications
P Fountas, K Kolomvatsos… - … : Proceedings of the 2021 …, 2021 - Springer
Pervasive computing involves the placement of processing units and services close to end
users to support intelligent applications that will facilitate their activities. With the advent of …
users to support intelligent applications that will facilitate their activities. With the advent of …