Cognitive Decentralised Edge Cloud Orchestration

Informazioni relative al progetto

CODECO

ID dell’accordo di sovvenzione: 101092696

DOI

10.3030/101092696

Progetto chiuso

Data della firma CE 1 Dicembre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 31 Marzo 2026

Finanziato da

• Digital, Industry and Space

Costo totale

€ 6 060 537,50

Contributo UE

€ 6 060 537,50

Coordinato da

FORTISS GMBH
Germany

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Peer reviewed articles (8)

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

Autori: Nikolas Patrick Joseph Schoff
Pubblicato in: Dimension-W, Consciousness, & Constraint, 2026, ISSN 0000-0000
Editore: Zenodo (OA)
DOI: 10.5281/ZENODO.18736552

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

Autori: Rafael Martínez, Álvaro Llorente, Alberto del Rio, Javier Serrano, David Jimenez
Pubblicato in: IEEE Transactions on Broadcasting, Numero 70, 2024, ISSN 0018-9316
Editore: 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

Autori: Alberto del Rio, David Jimenez, Javier Serrano
Pubblicato in: IEEE Access, Numero 12, 2024, ISSN 2169-3536
Editore: 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

Autori: Alberto del Rio, Javier Serrano, David Jimenez, Luis M. Contreras, Federico Alvarez
Pubblicato in: Computer Networks, Numero 244, 2024, ISSN 1389-1286
Editore: Elsevier BV
DOI: 10.1016/J.COMNET.2024.110334

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

Autori: Pilar Schummer, Alberto del Rio, Javier Serrano, David Jimenez, Guillermo Sánchez, Álvaro Llorente
Pubblicato in: AI, Numero 5, 2024, ISSN 2673-2688
Editore: MDPI AG
DOI: 10.3390/AI5040143

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

Autori: Xiaofei Yue, Song Yang, Liehuang Zhu, Stojan Trajanovski, Fan Li, Xiaoming Fu
Pubblicato in: IEEE Transactions on Networking, Numero 33, 2025, ISSN 2998-4157
Editore: 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

Autori: Hongyu Zhu, Tina Samizadeh, Rute C. Sofia
Pubblicato in: Computer, Numero 59, 2026, ISSN 0018-9162
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.48550/ARXIV.2511.08354

A Framework for Cognitive, Decentralized Container Orchestration

Autori: Rute C. Sofia et al.
Pubblicato in: IEEE Access, Numero 12, 2024, ISSN 2169-3536
Editore: 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

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

AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics

Autori: Yuan, Tingting, Liang Mi, Weijun Wang, Haipeng Dai, and Xiaoming Fu
Pubblicato in: IEEE INFOCOM 2023-IEEE Conference on Computer Communications (pp. 1-10), 2023, ISSN 0000-0000
Editore: IEEE

Creation of Topological Maps of Energy Consumption for IP Networks

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

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

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

Performance Evaluation of Kubernetes Networking Approaches across Constraint Edge Environments

Autori: Georgios Koukis, Sotiris Skaperas∗†, Ioanna Angeliki Kapetanidou, Lefteris Mamatas, Vassilis Tsaoussidis
Pubblicato in: IEEE ISCC 2024 ECO workshop, 2024, ISSN 0000-0000
Editore: IEEE

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

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

An Open-Source Experimentation Framework for the Edge Cloud Continuum

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

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

Autori: Samaras, G., Mertiri, M., Xezonaki, M., Theodorou, V., Chartsias P.K., Bozios, T.,
Pubblicato in: inProc. IEEE ISCC 2024- ECO2024 Workshop, 2024
Editore: IEEE

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

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

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

Autori: Sai Sindhur Malleni, Raúl Sevilla, José Castillo Lema, André Bauer
Pubblicato in: Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering, 2025
Editore: ACM
DOI: 10.1145/3676151.3719352

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

Autori: WEi, Xinghai Yuan, Tingting Yuan, Jie Liu, Dongxiao Fu, Xiaoming
Pubblicato in: AAMAS 2025, 2025
Editore: ACM
DOI: 10.5281/ZENODO.19712795

Optimizing Energy Consumption of Kubernetes Clusters with Deep Reinforcement Learning

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

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

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

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

Autori: Sun, Lin, Weijun Wang, Tingting Yuan, Liang Mi, Haipeng Dai, Yunxin Liu, and Xiaoming Fu
Pubblicato in: IEEE Infocom 2024 workshop, 2024, ISSN 0000-0000
Editore: IEEE

Comparative Stress Testing of Kubernetes Distributions and CNI Plugins

Autori: Koukis, Georgios, Skaperas, Sotiri,Mamatas, Lefteris3, Tsaoussidis, Vassilis
Pubblicato in: BalkanCom 2025
Editore: n.a.
DOI: 10.13140/RG.2.2.18633.86885

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

Autori: Sugandh Huthanahally Mohan, Rute C. Sofia
Pubblicato in: 2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2023
Editore: IEEE
DOI: 10.1109/WIMOB58348.2023.10187788

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

Autori: Wang, Weijun Mi, Liang Cen, Shaowei Dai, Haipeng Li, Yuanchun Fu, Xiaoming Liu, Yunxin
Pubblicato in: NSDI 2025, 2025
Editore: USENIX
DOI: 10.48550/ARXIV.2407.16990

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

Autori: Hou, Biao, Song Yang, Fernando A. Kuipers, Lei Jiao, and Xiaoming Fu
Pubblicato in: In IEEE INFOCOM 2023-IEEE Conference on Computer Communications (pp. 1-10), 2023, ISSN 0000-0000
Editore: IEEE