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CORDIS - Resultados de investigaciones de la UE
CORDIS

A Cognitive Fractal and Secure EDGE based on an unique Open-Safe-Reliable-Low Power Hardware Platform Node

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 .

Resultado final

FRACTAL safety service (se abrirá en una nueva ventana)

Definition and implementation of faulttolerance services and safety functions in a multiprocessor systemonachip serving as the FRACTAL node

Training Strategy and Plan (se abrirá en una nueva ventana)

The deliverable will identify the target audience the training modules to be developed and the associated planning and scheduling of training development and quality control and reporting of initial courses

Methodological Framework (b) (se abrirá en una nueva ventana)

Consolidated version of D23 with feedback received from the integration and evaluation efforts realized in WP7 and WP8 This deliverable is linked to T22

Specification of AI methods for use case applications (se abrirá en una nueva ventana)

Specification of AI methods to provide use case applications with context awareness prediction and autonomous decision making to run on the FRACTAL AI platform This deliverable is linked to T53

Specification of AI methods for FRACTAL system control (se abrirá en una nueva ventana)

Specification of AIbased techniques for the topdown and bottomup orchestration and system control of a FRACTAL system This deliverable is linked to T54

Preliminary FRACTAL hardware node and support (se abrirá en una nueva ventana)

Preliminary developments for safety security lowpower and cognitive awareness support at hardware level partially integrated into the FRACTAL hardware nodes T31T33

FRACTAL low-power services (se abrirá en una nueva ventana)

Definition and implementation of faulttolerance services onchip security services and lowpower services in a multiprocessor systemonachip serving as the FRACTAL node

Platform Specification (a) (se abrirá en una nueva ventana)

Specification of the FRACTAL platform capabilities and features This deliverable is linked to T21

Platform specification (b) (se abrirá en una nueva ventana)

Consolidated version of D21 with feedback received from the integration and evaluation efforts realized in WP7 and WP8 This deliverable is linked to T21

Methodological framework (a) (se abrirá en una nueva ventana)

Description of the methodology and workflow to adopt when using the FRACTAL platform This deliverable is linked to T22

Theoretical study of FRACTAL AI (se abrirá en una nueva ventana)

A theoretical study of the FRACTAL AI system from the point of view distributed learning and decision making including a comparison to related concepts eg federated and distilled learning and proposed decision making learning and data architectures for FRACTAL AI platform implementation This deliverable is linked to T51

Final AI methods for use case applications and mechanism for AI transparency interactions (se abrirá en una nueva ventana)

Final specifications of AI methods for use case applications continuation of D51 Final solutions for AI to be EU GDPR compliant including transparency mechanism for AIHuman interactions This deliverable is linked to task T53

Intermediate FRACTAL hardware node and support (se abrirá en una nueva ventana)

Intermediate developments for safety security lowpower and cognitive awareness support at hardware level partially integrated into the FRACTAL hardware nodes T31T33

Building Block Verification Plan into Verification Use Cases (se abrirá en una nueva ventana)

A combined report will be given on the verification plan of each building block into the use cases As an output from Task 71 a detailed description will be given on each use case by defining in particularThe building blocks to be tested on that verification use caseThe objective of the use case ie the desired functioning of the system beforeafter FRACTALThe state of the art in the field of the use caseThe main contributions expected from FRACTAL as regards the main pillar of the projectThe KPIs defined to evaluate the results of the implementation of the building blocks and the verification use cases

Platform and building-blocks for Federated AI (se abrirá en una nueva ventana)

Specification of the platform for FRACTAL AI toolkits and custom and pretrained models for AIbased Algorithms developed in the other tasks This deliverable is linked to T52

Training materials (se abrirá en una nueva ventana)

This delivery will contain the final version of all course content for each training module ranging from basic level introductory materials to sophisticated results

Intermediate FRACTAL software node and services (se abrirá en una nueva ventana)

Intermediate developments for safety security lowpower and cognitive awareness services for Linux Kernel partially integrated into the FRACTAL software layers T34T36

Final FRACTAL hardware node and support (se abrirá en una nueva ventana)

Final solutions for safety security lowpower and cognitive awareness support at hardware level fully integrated into the FRACTAL hardware nodes T31T33

Verification Result of the Blocks and reference nodes (se abrirá en una nueva ventana)

A combined report of the verification results ofeach independent building block each verification use casethe reference nodes

Final FRACTAL software node and services (se abrirá en una nueva ventana)

Final solutions for safety security lowpower and cognitive awareness services for Linux Kernel fully integrated into the FRACTAL software layers Moreover the target is to publish the novel Linux Kernel drivers and other software as part of an official Linux kernel T34T36

Data Management Plan (DMP) (se abrirá en una nueva ventana)

The DMP will provide an analysis of the main elements of the data management policy that will be used by the applications with regard to all the datasets that will be generated by the project The DMP is not a fixed document but evolves if necessary during the lifespan of the project According to the Guidelines on Data Management in Horizon 2020 the DMP should address data set reference and name data set description standards and metadata data sharing and archiving and preservation including storage and backup on a dataset by dataset basis and should reflect the current status of reflection within the consortium about the data that will be produced

Web presence and periodic update (se abrirá en una nueva ventana)

This deliverable will provide publicly available project information including an introduction to the project and objectives the partners involved the expected results and the impact the results will have on the targeted industries Publicly available deliverables will be made available for download Additionally it will include another webrelated presence such as Twitter page and LinkedIn project page

FRACTAL edge controller design and implementation (se abrirá en una nueva ventana)

This is the preliminary software design and implementation of the edge controller infrastructure As a result an opensource software implementation is obtained It is directly related to task 62 A preliminary version of the deliverable should be available by M18 in order to share the main communication guidelines

FRACTAL processing node design and implementation (se abrirá en una nueva ventana)

This is the software design and implementation of the edge processing node including a fractal configuration and features to enable scalability in the platform As a result an opensource software implementation is obtained It is directly related to task 61

FRACTAL security capabilities (se abrirá en una nueva ventana)

Definition and implementation security services functions and capabilities on the FRACTAL node

Safety-critical applications regulations compliance handbook (se abrirá en una nueva ventana)

A document that presents the main expectations regulations and design ease the operational part of the nodes

Project Handbook (se abrirá en una nueva ventana)

The project handbook constitutes a set of project templates explanations on the project management process review process quality checks meeting organization which is communicated to all partners Delivered by T11

System Requirement (se abrirá en una nueva ventana)

A combined report on use case requirements will be given as an output of Task 82 and 83 functional requirements and nonfunctional requirements In this document the boundary conditions will be analyzed in details to ensure that all the components developed in the project can be integrated into the use case architecture and to drive any development of the other WPs A particular focus is on the data interfaces to avoid incompatibilities between the different modules composing the use case and for some use cases on the management of data in compliance with the European regulation on personal data

FRACTAL engineering framework validation (se abrirá en una nueva ventana)

This document includes the final version of the validation tests definition for the whole FRACTAL engineering framework considering D61 and D62 as well as the obtained results It is directly related to task 63

FRACTAL AI-Based Algorithms for energy-efficient and safe temporal resource allocation (se abrirá en una nueva ventana)

Definition and implementation of efficient scheduling algorithms based on heuristics eg AI list scheduling for the FRACTAL nodes and FRACTAL systems optimizing safety and energy efficiency while meeting realtime constraints

Evaluation Result (se abrirá en una nueva ventana)

This deliverable consists of a report on the results of the executed Justification Plan as performed in Task 84 This deliverable gives a statement whether the objectives of the FRACTAL project are reached and enable future certification plans for commercial purposes

FRACTAL communication sub-system validation (se abrirá en una nueva ventana)

This document includes the validation tests definition for the communication subsystem as well as the obtained results It is directly related to task 64

D8.1 Specification of Industrial validation Use Cases (se abrirá en una nueva ventana)

A combined report will be given on the specification of the use cases As an output of Task 81 and 82 a detailed description will be given on each use case by defining in particularThe functioning of the system before FRACTALThe objective of the use case ie the desired functioning of the system after FRACTALThe state of the art in the field of the use caseThe main contributions expected from FRACTAL in particular as regards the main pillar of the projectThe KPIs that can be defined to evaluate the results of implementation

Preliminary FRACTAL software node and services (se abrirá en una nueva ventana)

Preliminary developments for safety security lowpower and cognitive awareness services for Linux Kernel partially integrated into the FRACTAL software layers T34T36

Press kit (3) (se abrirá en una nueva ventana)

- 2nd update of presentation, brochure, and leaflet

Press kit (2) (se abrirá en una nueva ventana)

1st update of presentation brochure and leaflet

Press kit (1) (se abrirá en una nueva ventana)

This deliverable will provide the first iteration of projectspecific materials to summarize objectives target audience technology results and expected impact from the project for industries targeted by FRACTAL

Prototypes of the references designs (se abrirá en una nueva ventana)

There will be as many prototypes as envisioned reference cognitive nodes. The platform as a node building block plus the building blocks to be verified.

Publicaciones

EDISON: An Edge-Native Method and Architecture for Distributed Interpolation (se abrirá en una nueva ventana)

Autores: Lauri Lovén, Tero Lähderanta, Leena Ruha, Ella Peltonen, Ilkka Launonen, Mikko J. Sillanpää, Jukka Riekki, Susanna Pirttikangas
Publicado en: Sensors, Edición 21/7, 2021, Página(s) 2279, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21072279

A Triple-Mode Cellular IoT SoC Achieving −136.8-dBm eMTC Sensitivity (se abrirá en una nueva ventana)

Autores: Stefan Lippuner, Mauro Salomon, Matthias Korb, Michael Gautschi, Thomas Dellsperger, Stefan Altorfer, Jurgen Rogin, Samuel Willi, David Tschopp, Benjamin Weber, Qiuting Huang
Publicado en: IEEE Solid-State Circuits Letters, Edición 3, 2020, Página(s) 418-421, ISSN 2573-9603
Editor: IEEE
DOI: 10.1109/lssc.2020.3025033

Unmanned Aerial Vehicles for Air Pollution Monitoring: A survey (se abrirá en una nueva ventana)

Autores: Motlagh, Naser Hossein; Kortoçi, Pranvera; Su, Xiang; Lovén, Lauri; Hoel, Hans Kristian; Haugsvær, Sindre Bjerkestrand; Srivastava, Varun; Gulbrandsen, Casper Fabian; Nurmi, Petteri; and Tarkoma, Sasu
Publicado en: IEEE Internet of Things Journal, 2023, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2023.3290508

TrustedMaaS: Transforming trust and transparency Mobility-as-a-Service with blockchain

Autores: Tri Nguyen, Huong Nguyen, Juha Partala, Susanna Pirttikangas
Publicado en: Future Generation Computer Systems, Edición Volume 149, December 2023, 2023, Página(s) Pages 606-621, ISSN 0167-739X
Editor: Elsevier BV

A dark and stormy night: Reallocation storms in edge computing (se abrirá en una nueva ventana)

Autores: Lauri Lovén, Ella Peltonen, Leena Ruha, Erkki Harjula & Susanna Pirttikangas
Publicado en: EURASIP Journal on Wireless Communications and Networking, Edición Article number: 86, 2022, ISSN 1687-1499
Editor: SpringerOpen
DOI: 10.1186/s13638-022-02170-y

Digital Twins for Smart Spaces - Beyond IoT Analytics (se abrirá en una nueva ventana)

Autores: Motlagh, Naser Hossein; Zaidan, Martha Arbayani; Lovén, Lauri; Fung, Pak Lun; Hänninen, Tuomo; Morabito, Roberto; Nurmi, Petteri and Tarkoma, Sasu
Publicado en: IEEE Internet of Things Journal, 2023, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2023.3287032

Research and Education Towards Smart and Sustainable World (se abrirá en una nueva ventana)

Autores: Jukka Riekki, Aarne Mammela
Publicado en: IEEE Access, Edición 9, 2021, Página(s) 53156-53177, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3069902

The ECSEL FRACTAL Project: A Cognitive Fractal and Secure edge based on a unique Open-Safe-Reliable-Low Power Hardware Platform (se abrirá en una nueva ventana)

Autores: Aizea Lojo, Leire Rubio, Jesus Miguel Ruano, Tania Di Mascio, Luigi Pomante, Enrico Ferrari, Ignacio Garcia Vega, Frank K. Gurkaynak, Mikel Labayen Esnaola, Vanessa Orani, Jaume Abella
Publicado en: 2020 23rd Euromicro Conference on Digital System Design (DSD), 2020, Página(s) 393-400, ISBN 978-1-7281-9535-3
Editor: IEEE
DOI: 10.1109/dsd51259.2020.00069

Semantic Slicing across the Distributed Intelligent 6G Wireless Networks

Autores: Lovén, Lauri; Shahid, Hafiz Faheem; Nguyen, Le; Harjula, Erkki; Silvén, Olli; Pirttikangas, Susanna and Bordallo Lopez, Miguel
Publicado en: Conference: 2nd Workshop on Semantic Communication for 6G Organised in Conjunction with IEEE SECON 2023At: Madrid, Spain, 2023
Editor: IEEE International Conference on Sensing, Communication, and Networking (SECON 2023)

Situation Awareness for Autonomous Vehicles Using Blockchain-Based Service Cooperation (se abrirá en una nueva ventana)

Autores: Huong Nguyen, Tri Nguyen, Teemu Leppänen, Juha Partala & Susanna Pirttikangas
Publicado en: In: Franch, X., Poels, G., Gailly, F., Snoeck, M. (eds) Advanced Information Systems Engineering. CAiSE 2022. Lecture Notes in Computer Science, Edición vol 13295, 2022, Página(s) 501-516
Editor: Springer, Cham
DOI: 10.1007/978-3-031-07472-1_29

Weathering the Reallocation Storm: Large-Scale Analysis of Edge Server Workload (se abrirá en una nueva ventana)

Autores: Lauri Loven, Ella Peltonen, Erkki Harjula, Susanna Pirttikangas
Publicado en: 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2021, Página(s) 317-322, ISBN 978-1-6654-1526-2
Editor: IEEE
DOI: 10.1109/eucnc/6gsummit51104.2021.9482593

Security, Reliability and Test Aspects of the RISC-V Ecosystem (se abrirá en una nueva ventana)

Autores: Jaume Abella, Sergi Alcaide, Jens Anders, Francisco Bas, Steffen Becker, Elke De Mulder, Nourhan Elhamawy, Frank K. Gurkaynak, Helena Handschuh, Carles Hernandez, Mike Hutter, Leonidas Kosmidis, Ilia Polian, Matthias Sauer, Stefan Wagner, Francesco Regazzoni
Publicado en: 2021 IEEE European Test Symposium (ETS), 2021, Página(s) 1-10, ISBN 978-1-6654-1849-2
Editor: IEEE
DOI: 10.1109/ets50041.2021.9465449

Spatial dependency in edge-native artificial intelligence

Autores: Lovén, Lauri
Publicado en: Acta Universitatis Ouluensis. C, Technica [Doctoral Dissertation], Edición 805, 2021, ISBN 978-952-62-3087-0
Editor: University of Oulu

Design and implementation of a next-generation task orchestration platform for edge computing with Rust language

Autores: Mohsseni, Vahid
Publicado en: 2023
Editor: University of Oulu, Faculty of ITEE

Integration and characterisation of the performance of fifth-generation mobile technology (5g) connectivity over the University of Oulu 5g test network (5gtn) for cognitive edge node based on fractal edge platform

Autores: Warnakulasuriya, Diluna
Publicado en: 2023
Editor: University of Oulu, Faculty of ITEE

Seamless connectivity : investigating implementation challenges of multibroker MQTT platform for smart environmental monitoring

Autores: Awan, Ramisha
Publicado en: 2023
Editor: University of Oulu, ITEE Faculty

Energy-Sustainable IoT Connectivity: Vision, Technological Enablers, Challenges, and Future Directions.

Autores: Alcaraz López, Onel; Martinez Rosabal, Osmel; Ruiz Guirola, David; Raghuwanshi, Prasoon; Mikhaylov, Konstantin; Lovén, Lauri and Iyer, Sridhar
Publicado en: 2023
Editor: arXiv:2306.02444v1

Reinforcement learning for safety-critical control of an automated vehicle (se abrirá en una nueva ventana)

Autores: Florian Thaler, Franz Rammerstorfer, Jon Ander Gomez, Raul Garcia Crespo, Leticia Pasqual, Markus Postl
Publicado en: Arxiv, 2023
Editor: Arxiv
DOI: 10.48550/arxiv.2308.16767

Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration (se abrirá en una nueva ventana)

Autores: Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh, Juha Partala, Alfonso González-Gil, Ester Sola, Iñigo Angulo, Madhusanka Liyanage, Teemu Leppänen, Tri Nguyen, Víctor Casamayor Pujol, Panos Kostakos, Mehdi Bennis, Sasu Tarkoma, Schahram Dustdar, Susanna Pirttikangas, Jukka Riekki
Publicado en: 2022
Editor: arXiv
DOI: 10.48550/arxiv.2205.01423

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