[HTML][HTML] Task allocation methods and optimization techniques in edge computing: A systematic review of the literature
Task allocation in edge computing refers to the process of distributing tasks among the
various nodes in an edge computing network. The main challenges in task allocation …
various nodes in an edge computing network. The main challenges in task allocation …
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 …
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 …
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 …
performed at the Cloud that may affect the performance of any desired application. The main …
FedEdge: Federated Learning with Docker and Kubernetes forScalable and Efficient Edge Computing
This paper introduces a novel framework that integrates Docker and Kubernetes to address
well-known challenges in federated learning. Federated learning has gained significant …
well-known challenges in federated learning. Federated learning has gained significant …
Monitoring and Proactive Management of QoS Levels in Pervasive Applications
G Boulougaris, K Kolomvatsos - arXiv preprint arXiv:2206.05478, 2022 - arxiv.org
The advent of Edge Computing (EC) as a promising paradigm that provides multiple
computation and analytics capabilities close to data sources opens new pathways for novel …
computation and analytics capabilities close to data sources opens new pathways for novel …