Cognitive Decentralised Edge Cloud Orchestration

Información del proyecto

CODECO

Identificador del acuerdo de subvención: 101092696

DOI

10.3030/101092696

Proyecto cerrado

Fecha de la firma de la CE 1 Diciembre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 31 Marzo 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 6 060 537,50

Aportación de la UE

€ 6 060 537,50

Coordinado por

FORTISS GMBH
Germany

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Peer reviewed articles (8)

Retrocausal Attractor Dynamics in Recursive Self-Modeling Systems: A Path Integral Formulation

Autores: Nikolas Patrick Joseph Schoff
Publicado en: Dimension-W, Consciousness, & Constraint, 2026, ISSN 0000-0000
Editor: Zenodo (OA)
DOI: 10.5281/ZENODO.18736552

Performance Evaluation of YOLOv8-Based Bib Number Detection in Media Streaming Race

Autores: Rafael Martínez, Álvaro Llorente, Alberto del Rio, Javier Serrano, David Jimenez
Publicado en: IEEE Transactions on Broadcasting, Edición 70, 2024, ISSN 0018-9316
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TBC.2024.3414656

Comparative Analysis of A3C and PPO Algorithms in Reinforcement Learning: A Survey on General Environments

Autores: Alberto del Rio, David Jimenez, Javier Serrano
Publicado en: IEEE Access, Edición 12, 2024, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3472473

Multisite gaming streaming optimization over virtualized 5G environment using Deep Reinforcement Learning techniques

Autores: Alberto del Rio, Javier Serrano, David Jimenez, Luis M. Contreras, Federico Alvarez
Publicado en: Computer Networks, Edición 244, 2024, ISSN 1389-1286
Editor: Elsevier BV
DOI: 10.1016/J.COMNET.2024.110334

Machine Learning-Based Network Anomaly Detection: Design, Implementation, and Evaluation

Autores: Pilar Schummer, Alberto del Rio, Javier Serrano, David Jimenez, Guillermo Sánchez, Álvaro Llorente
Publicado en: AI, Edición 5, 2024, ISSN 2673-2688
Editor: MDPI AG
DOI: 10.3390/AI5040143

Exploiting Wide-Area Resource Elasticity With Fine-Grained Orchestration for Serverless Analytics

Autores: Xiaofei Yue, Song Yang, Liehuang Zhu, Stojan Trajanovski, Fan Li, Xiaoming Fu
Publicado en: IEEE Transactions on Networking, Edición 33, 2025, ISSN 2998-4157
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TNET.2024.3486788

A CODECO Case Study and Initial Validation for Edge Orchestration of Autonomous Mobile Robots

Autores: Hongyu Zhu, Tina Samizadeh, Rute C. Sofia
Publicado en: Computer, Edición 59, 2026, ISSN 0018-9162
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.48550/ARXIV.2511.08354

A Framework for Cognitive, Decentralized Container Orchestration

Autores: Rute C. Sofia et al.
Publicado en: IEEE Access, Edición 12, 2024, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2024.3406861

Conference proceedings (18)

A Pragmatical Approach to Anomaly Detection Evaluation in Edge Cloud Systems

Autores: Skaperas, S., Koukis, G., Kapetanidou, I. A., Tsaoussidis, V., & Mamatas, L
Publicado en: INFOCOM 2024 ICCN: International Workshop on Intelligent Cloud Computing and Networking (ICCN),, 2024, ISSN 0000-0000
Editor: IEEE

AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics

Autores: Yuan, Tingting, Liang Mi, Weijun Wang, Haipeng Dai, and Xiaoming Fu
Publicado en: IEEE INFOCOM 2023-IEEE Conference on Computer Communications (pp. 1-10), 2023, ISSN 0000-0000
Editor: IEEE

Creation of Topological Maps of Energy Consumption for IP Networks

Autores: Muñiz Da Costa, A., Armingol, P., Contreras, L. M., & Gonzalez de Dios, O
Publicado en: The 20th IEEE International Conference on Green Computing and Communications (GreenCom-2024)
Editor: IEEE
DOI: 10.5281/ZENODO.12543860

Democratizing Predictive Analytics with Generative Artificial Intelligence towards AI-Native Networks

Autores: Georgios Samaras, Marinela Mertiri, Maria Evgenia Xezonaki, Vasileios Theodorou, Panteleimon Konstantinos Chartsias, & Theodoros Bozios
Publicado en: 2024 IEEE Symposium on Computers and Communications (ISCC), 2024
Editor: IEEE
DOI: 10.5281/ZENODO.12167955

Performance Evaluation of Kubernetes Networking Approaches across Constraint Edge Environments

Autores: Georgios Koukis, Sotiris Skaperas∗†, Ioanna Angeliki Kapetanidou, Lefteris Mamatas, Vassilis Tsaoussidis
Publicado en: IEEE ISCC 2024 ECO workshop, 2024, ISSN 0000-0000
Editor: IEEE

DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning

Autores: Yuan, Tingting, Hwei-Ming Chung, Jie Yuan, and Xiaoming Fu
Publicado en: In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 37, No. 10, pp. 11763-11771)., 2023, ISSN 0000-0000
Editor: Association for the Advancement of Artificial Intelligence

An Open-Source Experimentation Framework for the Edge Cloud Continuum

Autores: Koukis, G., Skaperas, S., Kapetanidou, I. A., Tsaoussidis, V., & Mamatas, L
Publicado en: INFOCOM 2024 CNERT: Computer and Networking Experimental Research using Testbeds Workshop (CNERT), 2024, ISSN 0000-0000
Editor: IEEE

Democratizing Predictive Analytics with Generative Artificial Intelligence towards AI-Native Networks

Autores: Samaras, G., Mertiri, M., Xezonaki, M., Theodorou, V., Chartsias P.K., Bozios, T.,
Publicado en: inProc. IEEE ISCC 2024- ECO2024 Workshop, 2024
Editor: IEEE

Enhancing Cloud-Based Application Component Placement with AI-Driven Operation

Autores: Efterpi Paraskevoulakou, Totow Tom-Ata, Jean-Didier1 Symvoulidis, Chrysostomos, Kyriazis, Dimosthenis
Publicado en: 2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC) , Las Vegas, USA, 8-14 January 2024, 2024, ISSN 0000-0000
Editor: IEEE

Bridging Clusters: A Comparative Look at Multi-Cluster Networking Performance in Kubernetes

Autores: Sai Sindhur Malleni, Raúl Sevilla, José Castillo Lema, André Bauer
Publicado en: Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering, 2025
Editor: ACM
DOI: 10.1145/3676151.3719352

ReSCOM: Reward-Shaped Curriculum for Efficient Multi-Agent Communication Learning

Autores: WEi, Xinghai Yuan, Tingting Yuan, Jie Liu, Dongxiao Fu, Xiaoming
Publicado en: AAMAS 2025, 2025
Editor: ACM
DOI: 10.5281/ZENODO.19712795

Optimizing Energy Consumption of Kubernetes Clusters with Deep Reinforcement Learning

Autores: Alejandro Espinosa, Daniel Ulied, Josep Escrig, Adriana Fernández-Fernández, Rizkallah Touma
Publicado en: Frontiers in Artificial Intelligence and Applications, Artificial Intelligence Research and Development, 2024
Editor: IOS Press
DOI: 10.3233/FAIA240406

Unlocking the Path Towards AI-Native Networks with Optimized Lightweight Large Language Models

Autores: Samaras, G., Mertiri, M., Xezonaki, M., Theodorou, V., Chartsias, P.K., Bozios, T.
Publicado en: inProc. IEEE International Mediterranean Conference on Communications and Networking (MeditCom 2024), 2024
Editor: IEEE
DOI: 10.5281/ZENODO.12168011

BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge

Autores: Sun, Lin, Weijun Wang, Tingting Yuan, Liang Mi, Haipeng Dai, Yunxin Liu, and Xiaoming Fu
Publicado en: IEEE Infocom 2024 workshop, 2024, ISSN 0000-0000
Editor: IEEE

Comparative Stress Testing of Kubernetes Distributions and CNI Plugins

Autores: Koukis, Georgios, Skaperas, Sotiri,Mamatas, Lefteris3, Tsaoussidis, Vassilis
Publicado en: BalkanCom 2025
Editor: n.a.
DOI: 10.13140/RG.2.2.18633.86885

Fine Time Measurement based Time Synchronization for Multi-AP Wireless Industrial Environments

Autores: Sugandh Huthanahally Mohan, Rute C. Sofia
Publicado en: 2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2023
Editor: IEEE
DOI: 10.1109/WIMOB58348.2023.10187788

Region-based Content Enhancement for Efficient Video Analytics at the Edge

Autores: Wang, Weijun Mi, Liang Cen, Shaowei Dai, Haipeng Li, Yuanchun Fu, Xiaoming Liu, Yunxin
Publicado en: NSDI 2025, 2025
Editor: USENIX
DOI: 10.48550/ARXIV.2407.16990

EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines

Autores: Hou, Biao, Song Yang, Fernando A. Kuipers, Lei Jiao, and Xiaoming Fu
Publicado en: In IEEE INFOCOM 2023-IEEE Conference on Computer Communications (pp. 1-10), 2023, ISSN 0000-0000
Editor: IEEE