Reconfigurable Heterogeneous Highly Parallel Processing Platform for safe and secure AI

Informacje na temat projektu

REBECCA

Identyfikator umowy o grant: 101097224

DOI

10.3030/101097224

Data podpisania przez KE 1 Grudnia 2022

Data rozpoczęcia 1 Lutego 2023

Data zakończenia 31 Stycznia 2027

Finansowanie w ramach

• Digital, Industry and Space

Koszt całkowity

€ 8 498 328,59

Wkład UE

€ 2 744 319,72

Koordynowany przez

POLYTECHNEIO KRITIS
Greece

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Documents, reports (7)

Alpha version (MVP) of the integrated software stack

The first (alpha) version will provide necessary interfaces and early implementations of components, with possible components missing or having reduced features.

Beta version of the DSE, safety and security tools

The second version of the tools and methods will include all the final planned features to explore the design space and analyse safety and security of the AI algorithms on the REBECCA platform. It will enable the in-depth analysis of the expected project outcomes using the designs from WP2 and the use cases from WP5.

Alpha version (MVP) of the DSE, safety and security tools

The first version of the tools will provide only preliminary capabilities, and enable initial feedback from the WP2 partners, as appropriate.

Beta version of the integrated software stack

The second (beta) version of the integrated software stack with all components and capable of supporting most use cases in the project.

Report 1 on Communication and Dissemination

Report on the dissemination and communication activities. Update of the dissemination plan and reporting the results of the second reporting period.

Plan for Communication, Dissemination and Exploitation channels

The initial plan for Communication Dissemination and exploitation activities templates the Project website and communication channels social media and others

Evaluation framework and Criteria

List of KPIs and evaluation criteria

Data Management Plan (2)

Data Management Plan (M1-M6)

Description of the project DMP open source and open data along with procedures to be used at use cases

Data Management Plan (M7-M18)

Description of the project DMP, open source and open data, along with procedures to be used at use cases.

Publikacje

Peer reviewed articles (14)

NN2FPGA: Optimizing CNN Inference on FPGAs With Binary Integer Programming

Autorzy: Roberto Bosio, Filippo Minnella, Teodoro Urso, Mario R. Casu, Luciano Lavagno, Mihai T. Lazarescu, Paolo Pasini
Opublikowane w: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Numer 44, 2024, ISSN 0278-0070
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCAD.2024.3507570

IEEE Transactions on Computers

Autorzy: Papadimitriou, George; Gizopoulos, Dimitris
Opublikowane w: IEEE Transactions on Computers, 2023, ISSN 0018-9340
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TC.2023.3285094

Model-driven gap analysis for the fulfillment of quality standards in software development processes

Autorzy: Giovanni Giachetti; José Luis de la Vara; Beatriz Marín
Opublikowane w: Software Quality Journal, Numer 32, 2023, ISSN 1573-1367
Wydawca: Springer
DOI: 10.21203/RS.3.RS-2329678/V1

Assessment of the quality of the text of safety standards with industrial semantic technologies

Autorzy: Jose Luis de la Vara, Hector Bahamonde, Clara Ayora
Opublikowane w: Computer Standards & Interfaces, Numer 88, 2023, ISSN 0920-5489
Wydawca: Elsevier BV
DOI: 10.1016/J.CSI.2023.103803

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Autorzy: Ottati, Fabrizio; Gao, Chang; Chen, Qinyu; Brignone, Giovanni; Casu, Mario R.; Eshraghian, Jason K.; Lavagno, Luciano
Opublikowane w: IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2023, ISSN 2156-3357
Wydawca: IEEE
DOI: 10.48550/arxiv.2306.15749

Software Quality Journal

Autorzy: Giovanni Giachetti; José Luis de la Vara; Beatriz Marín
Opublikowane w: Crossref, 2023, ISSN 0963-9314
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s11219-023-09649-x

An Energy-Efficient GeMM-Based Convolution Accelerator With On-the-Fly im2col

Autorzy: Jordi Fornt, Pau Fontova-Musté, Martí Caro, Jaume Abella, Francesc Moll, Josep Altet, Christoph Studer
Opublikowane w: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Numer 31, 2023, ISSN 1063-8210
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TVLSI.2023.3286122

Transactions on Architecture and Code Optimization

Autorzy: Agiakatsikas, Dimitris; Papadimitriou, George; Karakostas, Vasileios; Gizopoulos, Dimitris; Psarakis, Mihalis; Bélanger-Champagne, Camille; Blackmore, Ewart
Opublikowane w: 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023, ISSN 1544-3566
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3613424.3614304

IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Autorzy: Ottati, Fabrizio; Gao, Chang; Chen, Qinyu; Brignone, Giovanni; Casu, Mario R; Eshraghian, Jason K; Lavagno, Luciano
Opublikowane w: Crossref, 2023, ISSN 2156-3357
Wydawca: IEEE Circuits and Systems Society
DOI: 10.5167/uzh-254211

Journal of Signal Processing Systems

Autorzy: Martí Caro; Jaume Abella
Opublikowane w: instname:Universitat Politècnica de Catalunya (UPC), 2024, ISSN 1939-8018
Wydawca: Springer
DOI: 10.1007/s11265-024-01917-8

Estimating the Failures and Silent Errors Rates of CPUs Across ISAs and Microarchitectures

Autorzy: Gizopoulos, Dimitris; Papadimitriou, George; Chatzopoulos, Odysseas
Opublikowane w: 2023 IEEE International Test Conference (ITC), 2023, ISSN 2378-2250
Wydawca: IEEE
DOI: 10.1109/ITC51656.2023.00056

A Scalable All-Digital Near-Memory Computing Architecture for Edge AIoT Applications

Autorzy: Masoud Nouripayam, Arturo Prieto, Joachim Rodrigues
Opublikowane w: IEEE Access, Numer 13, 2025, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3582013

SimPoint-Based Microarchitectural Hotspot & Energy-Efficiency Analysis of RISC-V OoO CPUs

Autorzy: Chatzopoulos, Odysseas; Trakosa, Maria; Papadimitriou, George; Wong, Wing Shek; Gizopoulos, Dimitris
Opublikowane w: 2024 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2024, ISSN 2766-0486
Wydawca: IEEE
DOI: 10.5281/ZENODO.12552304

Silent Data Corruptions: Microarchitectural Perspectives

Autorzy: Papadimitriou, George; Gizopoulos, Dimitris
Opublikowane w: -, 2023, ISSN 0000-0000
Wydawca: IEEE
DOI: 10.1109/TC.2023.3285094

Conference proceedings (12)

A DSP shared is a DSP earned: HLS Task-Level Multi-Pumping for High-Performance Low-Resource Designs

Autorzy: Giovanni Brignone, Mihai T. Lazarescu, Luciano Lavagno
Opublikowane w: 41 IEEE International Conference on Computer Design, 2023, ISSN 2576-6996
Wydawca: IEEE
DOI: 10.48550/arXiv.2310.00330

Silent Data Corruptions: The Stealthy Saboteurs of Digital Integrity

Autorzy: Papadimitriou, George; Gizopoulos, Dimitris; Dixit, Harish; Sankar, Sriram
Opublikowane w: 2023 IEEE 29th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2023
Wydawca: IEEE
DOI: 10.1109/IOLTS59296.2023.10224870

An Early-Stage Workflow Proposal for the Generation of Safe and Dependable AI Classifiers

Autorzy: Hans Dermot Doran / Suzana Veljanovska
Opublikowane w: 2024
Wydawca: 43rd International Conference on Computer Safety, Reliability and Security (SafeComp2024)
DOI: 10.48550/ARXIV.2410.01850

Harpocrates: Breaking the Silence of CPU Faults through Hardware-in-the-Loop Program Generation

Autorzy: Karystinos, Nikos; Chatzopoulos, Odysseas; Fragkoulis, George-Marios; Papadimitriou, George; Gizopoulos, Dimitris; Gurumurthi, Sudhanva
Opublikowane w: 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA), 2024
Wydawca: ACM/IEEE International Symposium on Computer Architecture (ISCA)
DOI: 10.5281/ZENODO.12553098

Assurance of Software-Intensive Medical Devices: What About Mental Harm?

Autorzy: Jose Luis de La Vara, Barbara Gallina, Antonio Fernández-Caballero, Jose Pascual Molina, Arturo S. García, Clara Ayora
Opublikowane w: 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S), 2023
Wydawca: IEEE
DOI: 10.1109/DSN-S58398.2023.00045

Enabling Design Space Exploration of RISC-V Accelerator-rich Computing Systems on gem5

Autorzy: Chatzopoulos, Odysseas; Papadimitriou, George; Karakostas, Vasileios; Gizopoulos, Dimitris
Opublikowane w: 2023
Wydawca: IEEE
DOI: 10.5281/zenodo.8433198

Reliability of CNN Execution - A Novel Application of the Single Protected Channel Pattern

Autorzy: Hans Dermot Doran, Suzana Veljanovska
Opublikowane w: 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 2024
Wydawca: IEEE
DOI: 10.1109/ETFA61755.2024.10710935

Hybrid Convolutional Neural Networks with Reliability Guarantee

Autorzy: Hans Dermot Doran, Suzana Veljanovska
Opublikowane w: 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 2024, ISSN 2325-6664
Wydawca: IEEE
DOI: 10.1109/DSN-W60302.2024.00023

Silent Data Errors: Sources, Detection, and Modeling

Autorzy: Singh, Adit; Chakravarty, Sreejit; Papadimitriou, George; Gizopoulos, Dimitris
Opublikowane w: 2023
Wydawca: IEEE
DOI: 10.1109/VTS56346.2023.10139970

Advancing Cloud Computing Capabilities on gem5 by Implementing the RISC-V Hypervisor Extension

Autorzy: George-Marios Fragkoulis / Nikos Karystinos / George Papadimitriou / Dimitris Gizopoulos
Opublikowane w: 2024
Wydawca: IEEE/ACM MICRO 2024
DOI: 10.48550/ARXIV.2411.12444

Gem5-MARVEL: Microarchitecture-Level Resilience Analysis of Heterogeneous SoC Architectures

Autorzy: Chatzopoulos, Odysseas; Papadimitriou, George; Karakostas, Vasileios; Gizopoulos, Dimitris
Opublikowane w: 2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2024
Wydawca: IEEE
DOI: 10.1109/HPCA57654.2024.00047

Silent Data Corruptions: The Stealthy Saboteurs of Digital Integrity

Autorzy: Papadimitriou, George; Gizopoulos, Dimitris; Dixit, Harish; Sankar, Sriram
Opublikowane w: 2023
Wydawca: IEEE
DOI: 10.1109/IOLTS59296.2023.10224870

Book chapters (1)

Generic Architecture for Multisource Physiological Signal Acquisition, Processing and Classification Based on Microservices

Autorzy: Roberto Sánchez-Reolid, Daniel Sánchez-Reolid, Clara Ayora, José Luis de la Vara, António Pereira, Antonio Fernández-Caballero
Opublikowane w: Lecture Notes in Networks and Systems, Distributed Computing and Artificial Intelligence, 20th International Conference, 2023
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-38333-5_13