An edge-centric ensemble scheme for queries assignment

K Kolomvatsos, C Anagnostopoulos - 2018 - eprints.gla.ac.uk
The new era of the Internet of Things (IoT) reveals new potentials for the management of
numerous devices. Such devices produce data streams that are guided to the Cloud for …

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 …

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 …

[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 …

[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) …

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 …

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 …

Sqlb: A query allocation framework for autonomous consumers and providers

JA Quiané-Ruiz, P Lamarre, P Valduriez - International Conference on …, 2007 - hal.science
In large-scale distributed information systems, where participants are autonomous and have
special interests for some queries, query allocation is a challenge. Much work in this context …

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) …

Edge computing: A review of application scenarios

I Sittón-Candanedo - Distributed Computing and Artificial Intelligence, 16th …, 2020 - Springer
Edge Computing (EC) emerges as an alternative to process the large volume of data
generated by devices connected to the Internet, through the Internet of Things (IoT). This …