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Cognitive edge-cloud with serverless computing

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Initial requirements, programming model, and architecture (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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 (opens in new window)

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

Use case definition and initial platform integration (opens in new window)

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

Building block abstraction, refined definition (opens in new window)

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

Building block abstraction, initial definition (opens in new window)

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

Initial platform services (opens in new window)

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

Refined platform services (opens in new window)

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

Refined platform integration and experiment results (opens in new window)

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

Publications

EDGELESS Project: On the Road to Serverless Edge AI (opens in new window)

Author(s): Claudio Cicconetti, Emanuele Carlini, Antonio Paradell
Published in: FRAME Workshop @HPDC 2023, 2023, ISBN 9798400701641
Publisher: Association for Computing Machinery New York, NY, United States
DOI: 10.1145/3589010.3594890

Benchmarking an EDGELESS Cluster for Serverless Edge Computing Applications (opens in new window)

Author(s): Claudio Cicconetti
Published in: 2025
Publisher: 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

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

Characterizing Distributed Mobile Augmented Reality Applications at the Edge (opens in new window)

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

EDGELESS: A Software Architecture for Stateful FaaS at the Edge (opens in new window)

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

SecureExecutor: An Automated Way to Leverage SCONE to Enhance Application Security (opens in new window)

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

Oakestra: A Lightweight Hierarchical Orchestration Framework for Edge Computing

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

Entropy (opens in new window)

Author(s): Pedro Juan Rivera Torres; Chen Chen; Sara Rodríguez González; Orestes Llanes Santiago
Published in: Entropy, 2025, ISSN 1099-4300
Publisher: MDPI
DOI: 10.3390/E27050463

Rethinking the Mobile Edge for Vehicular Services (opens in new window)

Author(s): Paniz Parastar; Giuseppe Caso; Jesus Alberto Omaña Iglesias; Andra Lutu; Ozgu Alay
Published in: Computer Networks, 2024, ISSN 0000-0000
Publisher: Computer Networks, Volume 253
DOI: 10.1016/J.COMNET.2024.110687

Design and implementation of a platform for stateful agents at the edge (opens in new window)

Author(s): Claudio Cicconetti, Emanuele Carlini, Chen Chen, Roman Kolcun, Richard Mortier
Published in: Pervasive and Mobile Computing, Issue 117, 2026, ISSN 1574-1192
Publisher: Elsevier BV
DOI: 10.1016/J.PMCJ.2026.102175

Energy-Efficient Deployment of Stateful FaaS Vertical Applications on Edge Data Networks (opens in new window)

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

ARASEC: Adaptive Resource Allocation and Model Training for Serverless Edge–Cloud Computing (opens in new window)

Author(s): Dewant Katare, Eduard Marin, Nicolas Kourtellis, Marijn Janssen, Aaron Yi Ding
Published in: IEEE Internet Computing, Issue 28, 2025, ISSN 1089-7801
Publisher: 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 (opens in new window)

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

Balancing local vs. remote state allocation for micro-services in the cloud–edge continuum (opens in new window)

Author(s): C Puliafito; C Cicconetti; M Conti; E Mingozzi; A Passarella
Published in: Pervasive and Mobile Computing, 2023, ISSN 0000-0000
Publisher: 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 (opens in new window)

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

Dynamic Frequency-Based Fingerprinting Attacks against Modern Sandbox Environments (opens in new window)

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

A Decentralized Strategy for Unweighted Minimum Vertex Cover (opens in new window)

Author(s): Matteo Mordacchini; Emanuele Carlini; Patrizio Dazzi
Published in: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, Issue ISBN 9798400706295, 2025, ISSN 0000-0000
Publisher: Association for Computing Machinery.
DOI: 10.1145/3672608.3707737

Ambusher: Exploring the Security of Distributed SDN Controllers through Protocol State Fuzzing (opens in new window)

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

EDGELESS: A Software Architecture for Stateful FaaS at the Edge (opens in new window)

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

<i>Ambusher</i>: Exploring the Security of Distributed SDN Controllers Through Protocol State Fuzzing (opens in new window)

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

Marginal Cost of Computation as a Collaborative Strategy for Resource Management at the Edge (opens in new window)

Author(s): Emanuele Carlini; Patrizio Dazzi; Luca Ferrucci; Jacopo Massa; Matteo Mordacchini
Published in: Lecture Notes in Computer Science ISBN: 9783031812255, 2025
Publisher: Springer Nature Link
DOI: 10.1007/978-3-031-81226-2_3

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