Publications and Deliverables

Showing 1 - 10 of 19
Preprint

LCF-Bench: A Reproducible Benchmark for Feasibility-Aware Logical Cluster Formationin the Cloud–Edge-IoT Computing Continuum

Published on:

Moustakas, Thanasis; Kyrtsoglou, Alkiviadis; Karatzinis, Georgios; MICHAILIDIS, IAKOVOS; Kosmatopoulos, Elias

The Cloud-Edge-IoT computing continuum requires mechanisms for grouping heterogeneous nodes into logical clusters capable of jointly hosting application workloads under multi-resource constraints....Read more

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Journal

DARO: An Auction-Based Multi-Agent Reinforcement Learning Framework for Task Scheduling in the Cloud Continuum

Published on:

Syed Mafooq Ul Hassan, Marios Touloupou and Herodotos Herodotou (Department of Electrical Engineering and Computer Science and Engineering, Cyprus University of Technology, Limassol, Cyprus);
Jacopo Castellini, Pablo Strasser and Alexandros Kalousis (Haute Ecole de Gestion de Genève, University of Applied Sciences and Arts Western Switzerland (HES-SO), Carouge, Geneva, Switzerland)

AI-enabled Edge Cloud; Cloud Continuum; Edge Cloud Orchestration; Intelligent Automation in Cloud and Edge Systems; Resource Management and Scheduling...Read more

Conference

Hypertool: A Resource Abstraction and Lifecycle Management Framework for Heterogeneous Cloud Environments

Published on:

Michalis Loukeris, Nektarios Deligiannakis, Vassilis Papataxiarhis, Panagiotis Kechriniotis, Syed Mafooq Ul Hassan, Nicolas Louca, Herodotos Herodotou, Stathes Hadjiefthymiades

Orchestrating modern applications across distributed cloud environments requires a unified, platform-agnostic representation of heterogeneous computational resources and a tool to automate their management. ...Read more

Conference

A Modular Kubernetes Workload Simulator for Evaluating Learning-Based Scheduling Policies

Published on:

Marios Touloupou, Syed Mafooq Ul Hassan, Jacopo Castellini , Pablo Strasser, Alexandros Kalousis, Herodotos Herodotou

Kubernetes is a popular container orchestration platform in cloud and cloud-edge environments....Read more

Conference

Platform-Agnostic Resource and Application Profiles for Heterogeneous Cloud–Edge–Device Orchestration

Published on:

Nektarios Deligiannakis, Amr Mousa, Vassilis Papataxiarhis, Michalis Loukeris, Stathes Hadjiefthymiades

Orchestration across cloud, edge, and device environments requires consistent and machine-readable representations for both resources and applications....Read more

Project deliverable

D3.1 – SOTA Review and Requirement Analysis

Published on:

Herodotou, Herodotos; Touloupou, Marios; Hassan, Syed Mafooq Ul; Rao, Marco; Simoni, Diego; MICHAILIDIS, IAKOVOS; Moustakas, Thanasis; Manos, Bampis; Vizár, Damian; Meier, Lucas David; Knuchel, Benoit; Louca, Nicolas; André, Gomes; Marco, Jahn; Jacopo, Castellini; Pablo, Strasser; Papataxiarhis, Vassilis; Nektarios, Deligiannakis; Michael, Loukeris; Panagiotis, Kechriniotis; Sanchez-Gomez, Jesus; Romero-Martínez, Francisco Javier; Irene, Mpasa; Sujin, Son; Hoonjoo, Yoon; Elbamby, Mohammed S.; Amr, Mousa

This deliverable includes a literature review analysis around computing continuum architectures and orchestration mechanisms, networking and infrastructure management tools, as well as resources and data management orchestration mechanisms....Read more

34 Views 16 Downloads
Journal

DACCA: Distributed Adaptive Cloud Continuum Architecture

Published on:

Nektarios Deligiannakis, Vassilis Papataxiarhis, Michalis Loukeris, Stathes Hadjiefthymiades, Marios Touloupou, Syed Mafooq Ul Hassan, Herodotos Herodotou, Thanasis Moustakas, Emmanouil Bampis, Konstantinos Ioannidis, Iakovos T. Michailidis, Stefanos Vrochidis, Elias Kosmatopoulos, Francisco Javier Romero Martínez, Rafael Marín Pérez, Amr Mousa, Jacopo Castellini and Pablo Strasser

Recently, the need for unified orchestration frameworks that can manage extremely heterogeneous, distributed, and resource- constrained environments has emerged due to the rapid development of cloud, edge, and IoT computing....Read more

Project deliverable

D4.3 - Semantic Models and Application Modelling

Published on:

Amr, Mousa; Nektarios, Deligiannakis; Michael, Loukeris; Vassilis, Papataxiarhis; Panagiotis, Kechriniotis; Francisco, Martínez; Irene, Mpasa

This deliverable documents the primary outcomes of Task 4.3 (Open Resources Semantic Representation Models) and Task 4.4 (Application modelling for planning and triggering decision making)....Read more

23 Views 15 Downloads
Presentation

Standardisation Activities in the Cognitive Computing Continuum Slides

Published on:

Elbamby, Mohammed; Metsch, Thijs; Nizamis, Alexandros; Bagnato, Alessandra; DesLauriers, Jay; Cataron, Angel

Here are the slides from the recent webinar “Standardisation Activities in the Cognitive Computing Continuum,” featuring seven Horizon Europe projects: HYPER-AI, INTEND, EMPYREAN, ENACT, MYRTUS, Swarmchestrate, and CoGNETs....Read more

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Presentation

Standardisation Activities in the Cognitive Computing Continuum Slides

Published on:

Elbamby, Mohammed; Metsch, Thijs; Nizamis, Alexandros; Bagnato, Alessandra; DesLauriers, Jay; Cataron, Angel; kokkinos, Panagiotis

Here are the slides from the recent webinar “Standardisation Activities in the Cognitive Computing Continuum,” featuring seven Horizon Europe projects: HYPER-AI, INTEND, EMPYREAN, ENACT, MYRTUS, Swarmchestrate, and CoGNETs....Read more

284 Views 151 Downloads