Adaptive multi-tier intelligent data manager for Exascale

Informazioni relative al progetto

ADMIRE

ID dell’accordo di sovvenzione: 956748

DOI 10.3030/956748

Data della firma CE 2 Dicembre 2020

Data di avvio 1 Aprile 2021

Data di completamento 30 Giugno 2024

Finanziato da

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Costo totale € 7 963 286,25

Contributo UE € 3 981 643,13

Coordinato da

UNIVERSIDAD CARLOS III DE MADRID
Spain

Risultati finali

Documents, reports (14)

Report on the intelligent controller design

Report with the design of the modules of the controller

Midterm report

A report describing all activities and results from the first half of project execution time

I/O Scheduler requirements and API

Report describing the IO Requirements API and the design of the IO Scheduler

Dissemination, communication, exploitation, and standardisation plan

A report describing the planned activities for dissemination communication exploitation and standardisation The plan will include a detailed description of objectives and KPIs

Project web site

The web site of the project containing public and private sections performance countersand external feedback forms

Design of the monitoring and profiling tool

Definition of the modules the functionality and the control points of the profiling and monitoring tools

Data Management Plan

A data management plan describing in detail the life cycle of the data collectedprocessed and generated by the project

Definition of requirements for ad-hoc storage systems

A report describing the requirements for theadhoc files system the limitations of existing file semantics and proposed modifications

Applications requirement definition

Deliverable including requirements analysis strategy and a second stage in the shape of the requirement repository

Definitions of the profiling and monitoring requirements

Report with the definition of requirements and API of monitoring infrastructures and applications IO profiling

Report on the intelligent controller requirements

Report with the definition of requirements and API of the control plane

Malleability requirements definition

Definition of the requirements and API for the malleability mechanisms to be provided in ADMIRE

Midterm report on dissemination, communication, exploitation, and standardisation

A report describing the activities and results of the execution of the activities planned and the level of fulfilment of KPIs

Updated Data Management Plan

An updated version of the data management plan

Demonstrators, pilots, prototypes (2)

Base mechanisms for malleability

Design and tested prototype of base mechanisms including documentation

Design of the ad-hoc storage systems

Design report and test suit to check semantical correctness of ad-hoc storage systems and application needs

Pubblicazioni

Conference proceedings (20)

ElastiSim: A Batch-System Simulator for Malleable Workloads

Autori: Taylan Özden, Tim Beringer, Arya Mazaheri, Hamid Mohammadi Fard, Felix Wolf
Pubblicato in: Proc. of the 51st International Conference on Parallel Processing (ICPP), Bordeaux, France, 2022
Editore: ACM

Streamlining distributed Deep Learning I/O with ad hoc file systems.

Autori: Frederic Schimmelpfennig, Marc-André Vef, Reza Salkhordeh, Alberto Miranda, Ramon Nou, and André Brinkmann
Pubblicato in: 23rd IEEE Cluster Conference, Numero Proceeding of the 23rd IEEE Cluster Conference, 2021, Pagina/e 169-180
Editore: IEEE
DOI: 10.1109/cluster48925.2021.00062

Data Management in EpiGraph COVID-19 Epidemic Simulator

Autori: Miguel Guzmán-Merino, Christian Durán, Maria-Cristina Marinescu, Concepción Delgado-Sanz, Diana Gomez-Barroso, Jesus Carretero , David E. Singh
Pubblicato in: European Conference on Parallel Processing, 2022, Pagina/e 267-278, ISBN 978-3-031-06156-1
Editore: Springer, Cham
DOI: 10.1007/978-3-031-06156-1_22

Energy Consumption Studies of WRF Executions with the LIMITLESS Monitor

Autori: Alberto Cascajo, David E. Singh, Jesús Carretero, Andres Bustos, Antonio Juan Rubio-Montero, Elena García-Bustamante, José A. Moriñigo, Rafael Mayo - García
Pubblicato in: LATIN AMERICA HIGH PERFORMANCE COMPUTING CONFERENCE - CARLA 2021, 2022, Pagina/e 19–33, ISBN 978-3-031-04209-6
Editore: Springer, Cham
DOI: 10.1007/978-3-031-04209-6_2

From Static to Malleable: Improving Flexibility and Compatibility in Burst Buffer File Systems

Autori: Marc-André Vef, Alberto Miranda, Ramon Nou, André Brinkmann
Pubblicato in: International Workshop on Malleability Techniques Applications in High-Performance Computing (HPCMall), Numero 2, 2023, Pagina/e 3 - 15
Editore: Springer
DOI: 10.1007/978-3-031-40843-4_1

Xfast: Extreme File Attribute Stat Acceleration for Lustre

Autori: Yingjin Qian, Wen Cheng, Lingfang Zeng, Xi Li, Marc-André Vef, Andreas Dilger, Siyao Lai, Shuichi Ihara, Yong Fan, André Brinkmann
Pubblicato in: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Numero 49, 2023, Pagina/e 96:1-96:12
Editore: ACM
DOI: 10.1145/3581784.3607080

Adaptive multi-tier intelligent data manager for Exascale

Autori: Jesus Carretero; Javier Garcia-Blas; Marco Aldinucci; Jean Baptiste Besnard; Jean-Thomas Acquaviva; André Brinkmann; Marc-André Vef; Emmanuel Jeannot; Alberto Miranda; Ramon Nou; Morris Riedel; Massimo Torquati; Felix Wolf
Pubblicato in: CF 2023 - 20th ACM International Conference on Computing Frontiers, Numero 19, 2023
Editore: ACM
DOI: 10.1145/3587135.3592174

Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning

Autori: Surbhi Sharma, Ribana Roscher, Morris Riedel, Shahbaz Memon and Gabriele Cavallaro
Pubblicato in: IEEE International Geoscience and Remote Sensing Symposium (GRSS), 2022, Pagina/e 5061-5064
Editore: IEEE
DOI: 10.1109/igarss46834.2022.9884699

The role of storage target allocation in applications' I/O performance with BeeGFS

Autori: Boito, Francieli; Pallez, Guillaume; Teylo, Luan
Pubblicato in: CLUSTER 2022 - IEEE International Conference on Cluster Computing. https://clustercomp.org/2022/, 2022
Editore: IEEE

The I/O Trace Initiative: Building a Collaborative I/O Archive to Advance HPC

Autori: Nafiseh Moti, André Brinkmann, Marc-André Vef, Philippe Deniel, Jesús Carretero, Philip H. Carns, Jean-Thomas Acquaviva, Reza Salkhordeh
Pubblicato in: International Parallel Data Systems Workshop (PDSW), Numero 8, 2023, Pagina/e 1216--1222
Editore: ACM
DOI: 10.1145/3624062.3624192

Multi-objective Hybrid Autoscaling of Microservices in {Kubernetes} Clusters

Autori: Angelina Horn, Hamid Mohammadi Fard, Felix Wolf
Pubblicato in: Proc. of the 28th Euro-Par Conference: Parallel Processing, Glasgow, UK, Numero 13440, 2022, Pagina/e 233--250, ISBN 978-3-031-12597-3
Editore: Springer
DOI: 10.1007/978-3-031-12597-3_15

MetaWBC: POSIX-Compliant Metadata Write-Back Caching for Distributed File Systems

Autori: Yingjin Qian, Wen Cheng, Lingfang Zeng, Marc-André Vef, Oleg Drokin, Andreas Dilger, Shuichi Ihara, Wusheng Zhang, Yang Wang, André Brinkmann
Pubblicato in: The International Conference for High Performance Computing, Networking, Storage, and Analysis 2022 (SC22), 2022
Editore: IEEE

The Italian Research on HPC Key Technologies across EuroHPC

Autori: Aldinucci, Marco and Agosta, Giovanni and Andreini, Antonio and Ardagna, Claudio A. and Bartolini, Andrea and Cilardo, Alessandro and Cosenza, Biagio and Danelutto, Marco and Esposito, Roberto and Fornaciari, William and Giorgi, Roberto and Lengani, Davide and Montella, Raffaele and Olivieri, Mauro and Saponara, Sergio and Simoni, Daniele and Torquati, Massimo
Pubblicato in: Proceedings of the 18th ACM International Conference on Computing Frontiers, Numero CF '21, 2021, Pagina/e 178–184, ISBN 9781450384049
Editore: Association for Computing Machinery
DOI: 10.1145/3457388.3458508

Capturing Periodic I/O Using Frequency Techniques

Autori: Tarraf, Ahmad; Bandet, Alexis; Zanon Boito, Francieli; Pallez, Guillaume; Wolf, Felix
Pubblicato in: IPDPS 2024-38th IEEE International Parallel & Distributed Processing Symposium, Numero 38, 2024, Pagina/e 1-13, ISBN 9798350337662
Editore: IEEE

Protected Functions: User Space Privileged Function Calls

Autori: Nafiseh Moti, Reza Salkhordeh, André Brinkmann
Pubblicato in: ARCS 2022: International Conference on Architecture of Computing Systems, 2022
Editore: Springer

Pooling critical datasets with Federated Learning

Autori: Y. Arfat, G. Mittone, I. Colonnelli, F. D'Ascenzo, R. Esposito and M. Aldinucci
Pubblicato in: 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), Numero 31, 2023, Pagina/e pp. 329–337
Editore: IEEE
DOI: 10.1109/pdp59025.2023.00057

Towards Smarter Schedulers: Molding Jobs into the Right Shape via Monitoring and Modeling

Autori: Jean-Baptiste Besnard, Ahmad Tarraf, Clément Barthélemy, Alberto Cascajo, Emmanuel Jeannot, Sameer Shende & Felix Wolf
Pubblicato in: ISC High Performance 2023: High Performance Computing, 2023, Pagina/e 68-81
Editore: Springer, Cham
DOI: 10.1007/978-3-031-40843-4_6

The modernization of HPC applications for the cloud era. Fifth EAGE Workshop on High Performance Computing for Upstream. Heterogeneous HPC: Challenges, Current & Future Trends

Autori: Marco Aldinucci
Pubblicato in: Fifth EAGE Workshop on High Performance Computing for Upstream. Heterogeneous HPC: Challenges, Current & Future Trends, 2021, Pagina/e 6-8
Editore: Eage

Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations

Autori: Boito, Francieli; Brandt, Jim; Cardellini, Valeria; Carns, Philip; Ciorba, Florina M.; Egan, Hilary; Eleliemy, Ahmed; Gentile, Ann; Gruber, Thomas; Hanson, Jeff; Haus, Utz-Uwe; Huck, Kevin; Ilsche, Thomas; Jakobsche, Thomas; Jones, Terry; Karlsson, Sven; Mueen, Abdullah; Ott, Michael; Patki, Tapasya; Peng, Ivy; Raghavan, Krishnan; Simms, Stephen; Shoga, Kathleen; Showerman, Michael; Tiwari, Devesh
Pubblicato in: 2023 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops),, Numero 43, 2023, Pagina/e 37-43, ISBN 979-8-3503-7062-1
Editore: IEEE
DOI: 10.1109/clusterworkshops61457.2023.00016

AIQUAM: Artificial Intelligence-based water QUAlity Model

Autori: De Vita, Ciro Giuseppe; Mellone, Gennaro; Di Luccio, Diana; Kosta, Sokol; Ciaramella, Angelo; Montella, Raffaele
Pubblicato in: IEEE eScience 2022, 2022
Editore: IEEE
DOI: 10.5281/zenodo.7129476

Other (11)

Understanding the Impact of Synchronous, Asynchronous, and Hybrid In-Situ Techniques in Computational Fluid Dynamics Applications

Autori: Yi Ju, Adalberto Perez, Stefano Markidis, Philipp Schlatter, Erwin Laure
Pubblicato in: IEEE eScience 2022, 2022
Editore: IEEE
DOI: 10.5281/zenodo.7152158

FTIO: Detecting I/O Periodicity Using Frequency Techniques

Autori: Tarraf, Ahmad; Bandet, Alexis; Zanon Boito, Francieli; Pallez, Guillaume; Wolf, Felix
Pubblicato in: https://inria.hal.science/hal-04382142, Numero 39, 2023, Pagina/e 12
Editore: INRIA HAL
DOI: 10.48550/arxiv.2306.08601

Profile data of the ADMIRE project use case applications

Autori: Jean Baptiste Bernard; Jesus Carretero; Raffaelle Montela; Adalberto Pérez; Laura Bellentani; Wojciech Stefaniak; Shahbaz Memon
Pubblicato in: Zenodo ADMIRE EUROHPC Project Community, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7111282

What are ad-hoc storage systems and the GekkoFS burst buffer file system

Autori: Marc-André Vef
Pubblicato in: ADMIRE Users Day, Numero 1, 2023
Editore: -

Challenges and benefits of malleable ad-hoc file systems in HPC

Autori: Marc-André Vef, Javier García Blas
Pubblicato in: Minisymposium on ADAPTIVE HPC I/O SYSTEMS @ EUROPAR 2023, Numero 1, 2023, Pagina/e -
Editore: -

IO-Sets: Simple and efficient approaches for I/O bandwidth management

Autori: Francieli Boito, Guillaume Pallez, Luan Teylo, Nicolas Vidal
Pubblicato in: IPDPS 2022, 2023
Editore: 2023

Doing better for jobs that failed: node stealing from a batch scheduler's perspective

Autori: Du, Yishu; Marchal, Loris; Pallez, Guillaume; Robert, Yves
Pubblicato in: 2022, 2022
Editore: INRIA

The I/O Trace Initiative: Building a Collaborative I/O Archive to Advance HPC

Autori: Nafiseh Moti
Pubblicato in: IO-SEA: Storage I/O and Data Management for Exascale Architectures (HiPEAC 2024), Numero 1, 2024
Editore: Hipeac

European Initiative Projects Towards Exascale Computing

Autori: Jesus Carretero, Tiago Dias, Ricardo Nobre, Mario Kovacs, Anotnio Peña, Didem Unat
Pubblicato in: Numero Europar 21, 2021
Editore: Springer

Improving Congestion Control through Fine-Grain Monitoring of InfiniBand Networks

Autori: Alberto Cascajo; Gabriel Gomez-Lopez; Jesus Escudero-Sahuquillo; Pedro Javier Garcia; David E. Singh; Francisco Alfaro-Cortés; Francisco J. Quiles; Jesus Carretero
Pubblicato in: HOTI 2022, 2022
Editore: IEEE
DOI: 10.1109/hoti55740.2022.00020

The I/O Trace Initiative: Building a Collaborative I/O Archive to Advance HPC

Autori: Nafiseh Moti
Pubblicato in: EuroHPC Projects Shaping Europe's HPC Landscape (HiPEAC 2024), Numero 1, 2024
Editore: Hipeac

Peer reviewed articles (5)

LIMITLESS - LIght-weight MonItoring Tool for LargE Scale Systems

Autori: Alberto Cascajo, David E. Singh , Jesús Carretero
Pubblicato in: Microprocessors and Microsystems (MICPRO), Numero 01419331, 2022, ISSN 0141-9331
Editore: Elsevier BV
DOI: 10.1016/j.micpro.2022.104586

Assessing population-sampling strategies for reducing the COVID-19 incidence.

Autori: Miguel Guzmán-Merino; Christian Durán; Maria-Cristina Marinescu; Concepción Delgado-Sanz; Diana Gómez-Barroso; Jesus Carretero; David E. Singh
Pubblicato in: Computers in Biology and Medicine, Numero 00104825, 2021, ISSN 0010-4825
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.compbiomed.2021.104938

Enhancing the power of two choices load balancing algorithm using round robin policy

Autori: Garcia-Carballeira, F., Calderon, A. & Carretero, J.
Pubblicato in: Cluster Computing, Numero 24, 2021, Pagina/e 611–624, ISSN 1386-7857
Editore: Baltzer Science Publishers B.V.
DOI: 10.1007/s10586-020-03139-6

A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images

Autori: Gabriele Cavallaro; Lorenzo Bruzzone; Rocco Sedona; Claudia Paris
Pubblicato in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Numero 14, 2021, Pagina/e 10134-10146, ISSN 2151-1535
Editore: IEEE
DOI: 10.1109/jstars.2021.3115604

Distributed-memory FastFlow Building Blocks

Autori: N. Tonci, M. Torquati, G. Mencagli, M. Danelutto
Pubblicato in: International Journal of Parallel Programming (IJPP), Numero 51, 2023, Pagina/e 1–21, ISSN 0885-7458
Editore: Kluwer Academic Publishers
DOI: 10.1007/s10766-022-00750-5

Thesis and dissertations (1)

New techniques for tracing and designing HPC storage systems

Autori: Marc-André Vef
Pubblicato in: Johannes Gutenberg University Mainz / Ph.D. Thesis, 2023
Editore: Johannes Gutenberg University Mainz
DOI: 10.25358/openscience-9322