Cognitive edge-cloud with serverless computing

Informazioni relative al progetto

EDGELESS

ID dell’accordo di sovvenzione: 101092950

DOI

10.3030/101092950

Progetto chiuso

Data della firma CE 17 Novembre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 28 Febbraio 2026

Finanziato da

• Digital, Industry and Space

Costo totale

€ 4 942 958,75

Contributo UE

€ 4 942 958,75

Coordinato da

WORLDLINE IBERIA SA
Spain

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 .

Risultati finali

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

Pubblicazioni

Conference proceedings (7)

EDGELESS Project: On the Road to Serverless Edge AI

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

Benchmarking an EDGELESS Cluster for Serverless Edge Computing Applications

Autori: Claudio Cicconetti
Pubblicato in: 2025
Editore: 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

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

Characterizing Distributed Mobile Augmented Reality Applications at the Edge

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

EDGELESS: A Software Architecture for Stateful FaaS at the Edge

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

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

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

Oakestra: A Lightweight Hierarchical Orchestration Framework for Edge Computing

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

Peer reviewed articles (13)

Entropy

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

Rethinking the Mobile Edge for Vehicular Services

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

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

Autori: Claudio Cicconetti, Emanuele Carlini, Chen Chen, Roman Kolcun, Richard Mortier
Pubblicato in: Pervasive and Mobile Computing, Numero 117, 2026, ISSN 1574-1192
Editore: Elsevier BV
DOI: 10.1016/J.PMCJ.2026.102175

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

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

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

Autori: Dewant Katare, Eduard Marin, Nicolas Kourtellis, Marijn Janssen, Aaron Yi Ding
Pubblicato in: IEEE Internet Computing, Numero 28, 2025, ISSN 1089-7801
Editore: 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

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

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

Autori: C Puliafito; C Cicconetti; M Conti; E Mingozzi; A Passarella
Pubblicato in: Pervasive and Mobile Computing, 2023, ISSN 0000-0000
Editore: 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

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

Dynamic Frequency-Based Fingerprinting Attacks against Modern Sandbox Environments

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

A Decentralized Strategy for Unweighted Minimum Vertex Cover

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

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

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

EDGELESS: A Software Architecture for Stateful FaaS at the Edge

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

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

Autori: Jinwoo Kim, Minjae Seo, Eduard Marin, Seungsoo Lee, Jaehyun Nam, Seungwon Shin
Pubblicato in: IEEE Transactions on Information Forensics and Security, Numero 19, 2024, ISSN 1556-6013
Editore: 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

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