An open architecture to equip next generation HPC applications with exascale capabilities

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

REGALE requirements, initial architecture, and evaluation plan

This deliverable will report the initial collection of requirements initial REGALE architecture and the evaluation plan

REGALE evaluation

This deliverable will report the evaluation results of the final REGALE prototype, on large-scale testbeds, according to the revised evaluation strategy.

REGALE intermediate architecture

This deliverable will report the intermediate architecture defined in REGALE, based on the experiences collected from the implementation of the 1st REGALE prototype and its evaluation using the REGALE pilots.

REGALE final architecture

This deliverable will report the intermediate architecture defined in REGALE, as blueprinted in the final REGALE prototype, after its evaluation using the final version of the REGALE pilots.

Standardization Report

Reports the standardization activities undertaken during the course of the project and documents the project’s contributions to standards and working groups.

REGALE pilots v3.0

The third version of the REGALE Pilots, as they are developed, adapted, and evaluated over the REGALE architecture and prototype, will be released in this deliverable, accompanied by a report.

REGALE prototype v3.0

The third version of the implementation of the REGALE architecture as the REGALE prototype will be released in this deliverable, accompanied by a report.

REGALE pilots v2.0

The second version of the REGALE Pilots, as they are developed, adapted, and evaluated over the REGALE architecture and prototype, will be released in this deliverable, accompanied by a report.

Project Presentation and Web Portal

Contains the project portfolio, social media channels and the project website to comprise the main channel for communicating and promoting the project.

Final outreach activities

A set of activities to communicate REGALE achievements.

Final integration of sophisticated policies in the REGALE prototype

Final version of the REGALE sophisticated policies in the REGALE prototype, with full functionality, accompanied by a report.

REGALE prototype v2.0

The second version of the implementation of the REGALE architecture as the REGALE prototype will be released in this deliverable, accompanied by a report.

Publications

Graph Neural Networks for Anomaly Anticipation in HPC Systems

Auteurs: Martin Molan, Junaid Ahmed Khan, Andrea Borghesi, Andrea Bartolini
Publié dans: 2023
Éditeur: ACM
DOI: 10.1145/3578245.3585335

DNN-ASSISTED EA-BASED SHAPE OPTIMIZATION OF A HYDRAULIC TURBINE

Auteurs: Marina Kontou, Varvara Asouti, Xenofon Trompoukis, Kyriakos Giannakoglou
Publié dans: Conference: 15th International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control, 2023
Éditeur: EUROGEN 2023
DOI: 10.7712/140123.10193.18964

A community-guided discussion about social and environmental effects of post-COVID-19 Computer Science conferencing

Auteurs: Carastan dos Santos, Danilo; Rzadca, Krzysztof; Sousa, Leonel; Trystram, Denis
Publié dans: 2023 International Conference on ICT for Sustainability (ICT4S), Numéro 1, 2023
Éditeur: IEEE
DOI: 10.1109/ict4s58814.2023.00022

On the Convergence of Malleability and the HPC PowerStack: Exploiting Dynamism in Over-Provisioned and Power-Constrained HPC Systems

Auteurs: Eishi Arima; Isaías A Comprés; Martin Schulz
Publié dans: ISC High Performance 2022 International Workshops, 2023
Éditeur: Springer
DOI: 10.1007/978-3-031-23220-6_14

Optimizing Hardware Resource Partitioning and Job Allocations on Modern GPUs under Power Caps

Auteurs: Eishi Arima; Minjoon Kang; Issa Saba; Josef Weidendorfer; Carsten Trinitis; Martin Schulz
Publié dans: ICPP Workshops '22: Workshop Proceedings of the 51st International Conference on Parallel Processing, 2023
Éditeur: ACM
DOI: 10.1145/3547276.3548630

Painless Transposition of Reproducible Distributed Environments with NixOS Compose

Auteurs: Guilloteau, Quentin; Bleuzen, Jonathan; Poquet, Millian; Richard, Olivier
Publié dans: CLUSTER 2022 - IEEE International Conference on Cluster Computing, Numéro 1, 2022
Éditeur: IEEE
DOI: 10.1109/cluster51413.2022.00051

Optimal sizing of a globally distributed low carbon cloud federation

Auteurs: Silva Vasconcelos, Miguel, Felipe; Cordeiro, Daniel; da Costa, Georges; Dufossé, Fanny; Nicod, Jean-Marc; Rehn-Sonigo, Veronika
Publié dans: 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid), Numéro 1, 2023
Éditeur: IEEE/ACM
DOI: 10.1109/ccgrid57682.2023.00028

Orchestrated Co-scheduling, Resource Partitioning, and Power Capping on CPU-GPU Heterogeneous Systems via Machine Learning

Auteurs: Issa Saba; Eishi Arima; Dai Liu; Martin Schulz
Publié dans: 2022
Éditeur: Springer
DOI: 10.1007/978-3-031-21867-5_4

Hierarchical Resource Partitioning on Modern GPUs: A Reinforcement Learning Approach

Auteurs: Urvij Saroliya, Eishi Arima, Dai Liu, Martin Schulz
Publié dans: 2023 IEEE International Conference on Cluster Computing (CLUSTER), 2023
Éditeur: IEEE
DOI: 10.1109/cluster52292.2023.00023

A hybrid Reduced Basis and Machine-Learning algorithm for building Surrogate Models: a first application to electromagnetism

Auteurs: Alejandro Ribés, Ruben Persicot, Lucas Meyer, Jean-Pierre Ducreux
Publié dans: 2022
Éditeur: MLPS Workshop Neurips 2022

Deep Surrogate for Direct Time Fluid Dynamics

Auteurs: Lucas Meyer, Louen Pottier, Alejandro Ribes, Bruno Raffin
Publié dans: 2021
Éditeur: MLPS Workshop Neurips 2021

Sustainability in HPC: Vision and Opportunities

Auteurs: Mohak Chadha; Eishi Arima; Amir Raoofy; Michael Gerndt; Martin Schulz
Publié dans: Crossref, Numéro 1, 2023
Éditeur: ACM
DOI: 10.1145/3624062.3624271

Simulation-Based Parallel Training

Auteurs: Lucas Meyer, Alejandro Ribes, Bruno Raffin
Publié dans: 2022
Éditeur: AI for Science Workshop, Neurips 2022

Unsteady CFD analysis and shape optimization of a hydraulic turbine

Auteurs: Varvara G. Asouti, Xenofon S. Trompoukis, Kyriakos C. Giannakoglou, Evgenia A. Kontoleontos
Publié dans: 15th European Conference on Turbomachinery Fluid dynamics & Thermodynamics, 2023
Éditeur: 15th European Conference on Turbomachinery Fluid dynamics & Thermodynamics
DOI: 10.29008/etc2023-209

An Experimental Analysis of Regression-Obtained HPC Scheduling Heuristics

Auteurs: Lucas Rosa; Danilo Carastan-Santos; Alfredo Goldman
Publié dans: https://inria.hal.science/hal-03979237, Numéro 1, 2023
Éditeur: Springer
DOI: 10.1007/978-3-031-43943-8_6

Monte Cimone: Paving the Road for the First Generation of RISC-V High-Performance Computers

Auteurs: Bartolini A.; Ficarelli F.; Parisi E.; Beneventi F.; Barchi F.; Gregori D.; Magugliani F.; Cicala M.; Gianfreda C.; Cesarini D.; Acquaviva A.; Benini L.
Publié dans: 2022 IEEE 35th International System-on-Chip Conference (SOCC), 2022
Éditeur: IEEE
DOI: 10.1109/socc56010.2022.9908096

ExaMon-X: a Predictive Maintenance Framework for Automatic Monitoring in Industrial IoT Systems

Auteurs: Andrea Borghesi; Alessio Burrello; Andrea Bartolini
Publié dans: IEEE Internet of Things Journal, 2023, ISSN 2327-4662
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2021.3125885

Anomaly Detection and Anticipation in High Performance Computing Systems

Auteurs: Andrea Borghesi; Martin Molan; Michela Milano; Andrea Bartolini
Publié dans: IEEE Transactions on Parallel and Distributed Systems, 2022, ISSN 1045-9219
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpds.2021.3082802

ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation

Auteurs: Ottaviano, Alessandro; Balas, Robert; Bambini, Giovanni; Del Vecchio, Antonio; Ciani, Maicol; Rossi, Davide; Benini, Luca; Bartolini, Andrea
Publié dans: International Journal of Parallel Programming, Numéro 1, 2024, ISSN 0885-7458
Éditeur: Kluwer Academic Publishers
DOI: 10.21203/rs.3.rs-2525734/v1

Melissa: coordinating large-scale ensemble runs for deep learning and sensitivity analyses

Auteurs: Marc Schouler; Robert Alexander Caulk; Lucas Meyer; Théophile Terraz; Christoph Conrads; Sebastian Friedemann; Achal Agarwal; Juan Manuel Baldonado; Bartłomiej Pogodziński; Anna Sekuła; Alejandro Ribes; Bruno Raffin
Publié dans: "Journal of Open Source Software, 2023, 8 (86), pp.5291. ⟨10.21105/joss.05291⟩", Numéro 1, 2023, ISSN 2475-9066
Éditeur: Journal of Open Source Software,
DOI: 10.21105/joss.05291

M100 ExaData: a data collection campaign on the CINECA’s Marconi100 Tier-0 supercomputer

Auteurs: Borghesi, Andrea; Di Santi, Carmine; Molan, Martin; Seyedkazemi Ardebili, Mohsen; Mauri, Alessio; Guarrasi, Massimiliano; Galetti, Daniela; Cestari, Mirko; Barchi, Francesco; BENINI, LUCA; Beneventi, Francesco; Bartolini, Andrea
Publié dans: Scientific Data, Vol 10, Iss 1, Pp 1-10 (2023), Numéro 1, 2023, ISSN 2052-4463
Éditeur: Springer Nature
DOI: 10.1038/s41597-023-02174-3

Ruad: Unsupervised Anomaly Detection in Hpc Systems

Auteurs: Molan, Martin; Borghesi, Andrea; Cesarini, Daniele; BENINI, LUCA; Bartolini, Andrea
Publié dans: Future Generation Computer Systems, 141, Numéro 1, 2022
Éditeur: University of Bologna
DOI: 10.2139/ssrn.4154097

Monitoring and Prediction of Thermal Emergencies in High Performance Computing Systems

Auteurs: Seyedkazemi Ardebili, Mohsen <1984>
Publié dans: Numéro 1, 2022
Éditeur: University of Bologna
DOI: 10.48676/unibo/amsdottorato/9891

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