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CRAFTER: Causality-based Self-Adaptation for Autonomous IoT Systems
This paper presents CRAFTER, an automated framework for designing and deploying self-adaptive IoT systems using Causal Reinforcement …
Houssam Hajj Hassan
,
Ajay Kattepur
,
Denis Conan
,
Georgios Bouloukakis
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Memory-Aware Federated Learning for Anomaly Detection Over IoT Data Streams
Internet of Things (IoT) / Edge devices produce continuous data streams while operating under limited storage and communication …
Raafat Osman
,
Zahraa El Attar
,
Nikolaos Papadakis
,
Georgios Bouloukakis
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Arena: A Kubernetes-based Testbed for Evaluating Application Deployment across the Computing Continuum
This paper introduces Arena, a Kubernetes-based testbed for evaluating application deployment across computing continuum environments …
Chih-Kai Huang
,
Konstantinos Krouti
,
Stella Markopoulou
,
Konstantinos Tserpes
,
Georgios Bouloukakis
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Autonomous Indoor Customization: The Future of Human Comfort and Productivity
Humans spend most of their time indoors, engaged in work, recreation, and leisure activities. Indoor spaces are in constant flux due to …
Akintola Adeyinka
,
Jun Ma
,
Naser Hossein Motlagh
,
Georgios Bouloukakis
,
Huber Flores
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Adaptive and Interoperable Federated Data Spaces: An Implementation Experience
As modern smart cities increasingly rely on federated IoT-enabled data spaces to support their operations, the dynamic and …
Nikolaos Papadakis
,
Niemat Khoder
,
Daphne Tuncer
,
Kostas Magoutis
,
Georgios Bouloukakis
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Benchmarking Context-aware Services for Smart-transportation IoT Data Exchange
In the fast-growing realm of smart cities, integrating Internet of Things (IoT) devices into transportation systems is essential for …
Efstratios Ntallaris
,
Georgios Bouloukakis
,
Kostas Magoutis
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Enabling IoT-enhanced Data Models for Context-aware Hydropower Plants
Hydroelectric power, or hydropower, harnesses the potential energy of water descending from higher to lower elevations to generate …
Nikolaos Papadakis
,
Georgios Bouloukakis
,
Kostas Magoutis
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Automating the evaluation of interoperability effectiveness in heterogeneous IoT systems
Internet of Things (IoT) applications consist of diverse resource-constrained/rich devices with a considerable portion being mobile. …
Georgios Bouloukakis
,
Nikolaos Georgantas
,
Ajay Kattepur
,
Houssam Hajj Hassan
,
Valérie Issarny
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A Message Broker Architecture for Adaptive Data Exchange in the IoT
In today’s IoT environments, message brokers play a pivotal role in facilitating data exchange between IoT devices and …
Houssam Hajj Hassan
,
Georgios Bouloukakis
,
Luca Scalzotto
,
Nirmine Khaled
,
Denis Conan
,
Ajay Kattepur
,
Djamel Belaïd
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Co-zyBench
Evaluating thermal comfort provision systems in a systematic way
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