Cognitive edge-cloud with serverless computing

Projektinformationen

EDGELESS

ID Finanzhilfevereinbarung: 101092950

DOI

10.3030/101092950

Projekt abgeschlossen

EK-Unterschriftsdatum 17 November 2022

Startdatum 1 Januar 2023

Enddatum 28 Februar 2026

Finanziert unter

• Digital, Industry and Space

Gesamtkosten

€ 4 942 958,75

EU-Beitrag

€ 4 942 958,75

Koordiniert durch

WORLDLINE IBERIA SA
Spain

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (6)

Initial requirements, programming model, and architecture

Preliminary collection of the main technical requirements and technology gap analysis; decomposition in sub-systems and components

Plan for dissemination, communication, standardisation and community engagement - initial version

Initial project website setup to be kept always updated throughout the whole project lifetime plan and report on all activities related to communication dissemination standardisation and community engagement live document

Refined requirements, programming model, and architecture

Update taking into account the feedback from the technical WPs and definition of a complete (draft) EDGELESS architecture

Innovation, exploitation, IPR management, and sustainability plan

The report includes the innovation management plan, the market analysis, and the exploitation roadmap, to be updated with D6.6

Final requirements, programming model, and architecture

Update with consolidated system requirements fully supporting the use cases and final definition of the EDGELESS architecture and interfaces

Plan for dissemination communication, standardisation and community engagement - interim update

Update in month 18 of the Plan for dissemination, communication, standardisation and community engagement

Demonstrators, pilots, prototypes (6)

Use case definition and initial platform integration

Initial use case analysis with an assessment of required technologies; methodology, tools, packages, and repositories for initial prototype

Building block abstraction, refined definition

"Refined abstraction, including real-time monitoring, functionally complete for Phase#2"

Building block abstraction, initial definition

First version of abstraction and definition of tools for real-time data analysis in a cluster

Initial platform services

Tools and frameworks for orchestration definition of initial algorithms and models for core features

Refined platform services

Final software architecture of ε-controller, ε-orchestrator, ε-balancer and their implementation

Refined platform integration and experiment results

Integration of the refined platform and components. Results from the system tests and integration with the testbeds

Veröffentlichungen

Conference proceedings (7)

EDGELESS Project: On the Road to Serverless Edge AI

Autoren: Claudio Cicconetti, Emanuele Carlini, Antonio Paradell
Veröffentlicht in: FRAME Workshop @HPDC 2023, 2023, ISBN 9798400701641
Herausgeber: Association for Computing Machinery New York, NY, United States
DOI: 10.1145/3589010.3594890

Benchmarking an EDGELESS Cluster for Serverless Edge Computing Applications

Autoren: Claudio Cicconetti
Veröffentlicht in: 2025
Herausgeber: Machine Learning for Edge-Cloud Systems (ML4ECS)
DOI: 10.5281/ZENODO.15012917

Abandon All Hope Ye Who Enter Here: A Dynamic, Longitudinal Investigation of Android's Data Safety Section

Autoren: Ioannis Arkalakis, Michalis Diamantaris, Serafeim Moustakas, Sotiris Ioannidis (Technical University of Crete), Jason Polakis (University of Illinois Chicago), Panagiotis Ilia (Cyprus University of Technology)
Veröffentlicht in: 2024
Herausgeber: USENIX Association

Characterizing Distributed Mobile Augmented Reality Applications at the Edge

Autoren: Giovanni Bartolomeo, Jacky Cao, Xiang Su, Nitinder Mohan
Veröffentlicht in: 19th International Conference on emerging Networking EXperiments and Technologies (CoNEXT) 2023, 2023, ISBN 9798400704079
Herausgeber: Association for Computing Machinery
DOI: 10.1145/3624354.3630584

EDGELESS: A Software Architecture for Stateful FaaS at the Edge

Autoren: Claudio Cicconetti, Emanuele Carlini, Raphael Hetzel, Richard Mortier, Antonio Paradell, Markus Sauer
Veröffentlicht in: HPDC '24: Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing, 2024, ISBN 9798400704130
Herausgeber: Association for Computing Machinery
DOI: 10.1145/3625549.3658817

SecureExecutor: An Automated Way to Leverage SCONE to Enhance Application Security

Autoren: Christos Spyridakis, Angeliki Aktypi, Thomas Kyriakakis, Sotiris Ioannidis
Veröffentlicht in: 2024 IEEE International Conference on Cyber Security and Resilience (CSR), 2024
Herausgeber: IEEE
DOI: 10.1109/CSR61664.2024.10679349

Oakestra: A Lightweight Hierarchical Orchestration Framework for Edge Computing

Autoren: Giovanni Bartolomeo, Mehdi Yosofie, Simon Bäurle, Oliver Haluszczynski, Nitinder Mohan, Jörg Ott
Veröffentlicht in: USENIX Annual Technical Conference (ATC) 2023, 2023, ISBN 978-1-939133-35-9
Herausgeber: USENIX Association

Peer reviewed articles (14)

Entropy

Autoren: Pedro Juan Rivera Torres; Chen Chen; Sara Rodríguez González; Orestes Llanes Santiago
Veröffentlicht in: Entropy, 2025, ISSN 1099-4300
Herausgeber: MDPI
DOI: 10.3390/E27050463

Energy-Efficient Task Computation at the Edge for Vehicular Services

Autoren: Paniz Parastar; Giuseppe Caso; Jesus Alberto Omaña Iglesias; Andra Lutu; Özgü Alay
Veröffentlicht in: NOMS 2025-2025 IEEE Network Operations and Management Symposium, 2025, ISSN 2374-9709
Herausgeber: IEEE
DOI: 10.48550/ARXIV.2511.18449

Rethinking the Mobile Edge for Vehicular Services

Autoren: Paniz Parastar; Giuseppe Caso; Jesus Alberto Omaña Iglesias; Andra Lutu; Ozgu Alay
Veröffentlicht in: Computer Networks, 2024, ISSN 0000-0000
Herausgeber: Computer Networks, Volume 253
DOI: 10.1016/J.COMNET.2024.110687

Design and implementation of a platform for stateful agents at the edge

Autoren: Claudio Cicconetti, Emanuele Carlini, Chen Chen, Roman Kolcun, Richard Mortier
Veröffentlicht in: Pervasive and Mobile Computing, Ausgabe 117, 2026, ISSN 1574-1192
Herausgeber: Elsevier BV
DOI: 10.1016/J.PMCJ.2026.102175

Energy-Efficient Deployment of Stateful FaaS Vertical Applications on Edge Data Networks

Autoren: Cicconetti, Claudio; Bruno, Raffaele; Passarella, Andrea
Veröffentlicht in: 2024 33rd International Conference on Computer Communications and Networks (ICCCN), 2024, ISSN 2637-9430
Herausgeber: IEEE
DOI: 10.48550/ARXIV.2405.04263

ARASEC: Adaptive Resource Allocation and Model Training for Serverless Edge–Cloud Computing

Autoren: Dewant Katare, Eduard Marin, Nicolas Kourtellis, Marijn Janssen, Aaron Yi Ding
Veröffentlicht in: IEEE Internet Computing, Ausgabe 28, 2025, ISSN 1089-7801
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MIC.2024.3514670

Secure Sensor Prototype Using Hardware Security Modules and Trusted Execution Environments in a Blockchain Application: Wine Logistic Use Case

Autoren: Antonio J. Cabrera-Gutiérrez; Encarnación Castillo; Antonio Escobar-Molero; Juan Cruz-Cozar; Diego P. Morales; Luis Parrilla
Veröffentlicht in: Electronics; Volume 12; Ausgabe 13; Pages: 2987, 2023, ISSN 1996-1073
Herausgeber: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/electronics12132987

Balancing local vs. remote state allocation for micro-services in the cloud–edge continuum

Autoren: C Puliafito; C Cicconetti; M Conti; E Mingozzi; A Passarella
Veröffentlicht in: Pervasive and Mobile Computing, 2023, ISSN 0000-0000
Herausgeber: sciencedirect
DOI: 10.1016/J.PMCJ.2023.101808

Blockchain-Based Services Implemented in a Microservices Architecture Using a Trusted Platform Module Applied to Electric Vehicle Charging Stations

Autoren: Antonio J. Cabrera-Gutiérrez; Encarnación Castillo; Antonio Escobar-Molero; Juan Cruz-Cozar; Diego P. Morales; Luis Parrilla
Veröffentlicht in: Energies, Vol 16, Iss 11, p 4285 (2023), 2023, ISSN 1996-1073
Herausgeber: MDPI Energies
DOI: 10.3390/en16114285

Dynamic Frequency-Based Fingerprinting Attacks against Modern Sandbox Environments

Autoren: Dipta, Debopriya Roy; Tiemann, Thore; Gulmezoglu, Berk; Marin, Eduard; Eisenbarth, Thomas
Veröffentlicht in: 2024 IEEE 9th European Symposium on Security and Privacy (EuroS&P), 2024, ISSN 2995-1356
Herausgeber: IEEE
DOI: 10.48550/ARXIV.2404.10715

A Decentralized Strategy for Unweighted Minimum Vertex Cover

Autoren: Matteo Mordacchini; Emanuele Carlini; Patrizio Dazzi
Veröffentlicht in: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, Ausgabe ISBN 9798400706295, 2025, ISSN 0000-0000
Herausgeber: Association for Computing Machinery.
DOI: 10.1145/3672608.3707737

Ambusher: Exploring the Security of Distributed SDN Controllers through Protocol State Fuzzing

Autoren: woo Kim, Minjae Seo, Eduard Marin, Seungsoo Lee, Jaehyun Nam, Seungwon Shin
Veröffentlicht in: IEEE Transactions on Information Forensics and Security (TIFS), 2024, ISSN 1556-6021
Herausgeber: IEEE
DOI: 10.1109/TIFS.2024.3402967

EDGELESS: A Software Architecture for Stateful FaaS at the Edge

Autoren: Cicconetti, Claudio; Carlini, Emanuele; Hetzel, Raphael; Mortier, Richard; Paradell, Antonio; Sauer, Markus
Veröffentlicht in: Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing, 2024, ISSN 0000-0000
Herausgeber: Proceedings of HPDC2024
DOI: 10.1145/3625549.3658817

<i>Ambusher</i>: Exploring the Security of Distributed SDN Controllers Through Protocol State Fuzzing

Autoren: Jinwoo Kim, Minjae Seo, Eduard Marin, Seungsoo Lee, Jaehyun Nam, Seungwon Shin
Veröffentlicht in: IEEE Transactions on Information Forensics and Security, Ausgabe 19, 2024, ISSN 1556-6013
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TIFS.2024.3402967

Book chapters (1)

Marginal Cost of Computation as a Collaborative Strategy for Resource Management at the Edge

Autoren: Emanuele Carlini; Patrizio Dazzi; Luca Ferrucci; Jacopo Massa; Matteo Mordacchini
Veröffentlicht in: Lecture Notes in Computer Science ISBN: 9783031812255, 2025
Herausgeber: Springer Nature Link
DOI: 10.1007/978-3-031-81226-2_3

Other (1)

EDGELESS 1st InfoDay

Autoren: Paradell, Toni; Cicconetti, Claudio; Cacace, Jonathan; Simeão, Hélio; Vicente, Francisco; Ksentini, Adlen; Artigas, Marc Sánchez; Townend, Paul; Bellas, Nikos
Veröffentlicht in: 2024
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.14387909