This project has received funding from the European Union’s Horizon 2020 JTI-EuroHPC research and innovation programme, n° 956748
Publications
Journals
Garcia-Carballeira, F., Calderon, A. & Carretero, J. Enhancing the power of two choices load balancing algorithm using round robin policy. Cluster Comput 24, 611–624 (2021). LINK
Alberto Cascajo, David E. Singh and Jesús Carretero. LIMITLESS – LIght-weight MonItoring Tool for LargE Scale Systems. Microprocessors and Microsystems (MICPRO). Volume 93, 2022, 104586, ISSN 0141-9331. DOI. eArchive.
Miguel Guzmán-Merino, Christian Durán, Maria-Cristina Marinescu, Concepción Delgado-Sanz, DianaGomez-Barroso, JesusCarretero, David E.Singh. Assessing population-sampling strategies for reducing the COVID-19 incidence. Computers in Biology and Medicine. 2021, vol. 139, p. 104938. DOI. Full Text.
Evaluation of Vaccination Strategies for the metropolitan area of Madrid} & David E. Singh, Carmen Olmedo Lucerón, Aurora Limia Sánchez, Miguel Guzman-Merino, Christian Duran, Concepción Delgado-Sanz, Diana Gomez-Barroso, Jesus Carretero, Maria-Cristina Marinescu. OVID-19 SARS-CoV-2 preprints from medRxiv and bioRxiv & Under review. Preprint LINK.
Di Luccio D., C. G. De Vita, G. Mellone, E. Zambianchi, and R. Montella. Modeling passive tracers in the marine environment with high performance heterogeneous and hierarchical computing. Journal of Coastal and Offshore Engineering (In press).
N. Tonci, M. Torquati, G. Mencagli, M.N. Tonci, M. Torquati, G. Mencagli, M. Danelutto. Distributed-memory FastFlow Building Blocks. International Journal of Parallel Programming (IJPP) 51, 1–21 (2023). https://doi.org/10.1007/s10766-022-00750-5 .
Di Luccio D., C. G. De Vita, G. Mellone, E. Zambianchi, and R. Montella. Modeling passive tracers in the marine environment with high performance heterogeneous and hierarchical computing. International Journal of Coastal and Offshore Engineering.
Cascajo, et al.,”Monitoring InfiniBand Networks to React Efficiently to Congestion” in IEEE Micro, vol. 43, no. 02, pp. 120-130, 2023. DOI: 10.1109/MM.2023.3241840
European Initiative Projects Towards Exascale Computing Jesus Carretero, Tiago Dias, Ricardo Nobre, Mario Kovacs, Anotnio Peña, Didem Unat European Initiative Projects Towards Exascale Computing Europar 21 https://easychair.org/smart-program/Euro-Par2021/
Profile data of the ADMIRE project use case applications Jean Baptiste Bernard; Jesus Carretero; Raffaelle Montela; Adalberto Pérez; Laura Bellentani; Wojciech Stefaniak; Shahbaz Memon Profile data of the ADMIRE project use case applications Zenodo ADMIRE EUROHPC Project Community 10.5281/zenodo.7111282Zenodo.org
IO-Sets: Simple and efficient approaches for I/O bandwidth management Francieli Boito, Guillaume Pallez, Luan Teylo, Nicolas Vidal IO-Sets: Simple and efficient approaches for I/O bandwidth management IPDPS 2022 https://hal.archives-ouvertes.fr/hal-03648225
Improving Congestion Control through Fine-Grain Monitoring of InfiniBand Networks Alberto Cascajo; Gabriel Gomez-Lopez; Jesus Escudero-Sahuquillo; Pedro Javier Garcia; David E. Singh; Francisco Alfaro-Cortés; Francisco J. Quiles; Jesus Carretero Improving Congestion Control through Fine-Grain Monitoring of InfiniBand Networks HOTI 2022 29th IEEE Hot Interconnects symposium. August, 17 – 19th, 2022 10.1109/hoti55740.2022.00020https://ieeexplore.ieee.org/abstract/document/9912488
Understanding the Impact of Synchronous, Asynchronous, and Hybrid In-Situ Techniques in Computational Fluid Dynamics Applications Yi Ju, Adalberto Perez, Stefano Markidis, Philipp Schlatter, Erwin Laure Understanding the Impact of Synchronous, Asynchronous, and Hybrid In-Situ Techniques in Computational Fluid Dynamics Applications IEEE eScience 2022 10.5281/zenodo.7152158https://zenodo.org/record/7152158#.Y1Keh3ZBxPY
Doing better for jobs that failed: node stealing from a batch scheduler’s perspective Du, Yishu; Marchal, Loris; Pallez, Guillaume; Robert, Yves Doing better for jobs that failed: node stealing from a batch scheduler’s perspective 2022 2 https://hal.inria.fr/hal-03643403
Conferences
Javier Garcia-Blas, Genaro Sanchez-Gallegos, Cosmin Petre, Alberto Riccardo Martinelli, Marco Aldinuchi and Jesus Carretero. Hercules: scalable and network portable in-memory ad-hoc file system for data-centric and high-performance applications. Euro-Par (2023). Accepted.
Genaro Sanchez-Gallegos, Javier Garcia-Blas, Cosmin Petre, and Jesus Carretero. Malleable and adaptive ad-hoc file system for data intensive workloads in HPC applications. HPCMALL (2023).
Carretero, J., Exposito, D., Cascajo, A., Montella, R. (2023). Malleability Techniques for HPC Systems. In: Wyrzykowski, R., Dongarra, J., Deelman, E., Karczewski, K. (eds) Parallel Processing and Applied Mathematics. PPAM 2022. Lecture Notes in Computer Science, vol 13827. Springer, Cham. https://doi.org/10.1007/978-3-031-30445-3_7
Surbhi Sharma, Ribana Roscher, Morris Riedel, Shahbaz Memon, and Gabriele Cavallaro, ”Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning”, in Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022.
Yingjin Qian, Wen Cheng, Lingfang Zeng, Marc-André Vef, Oleg Drokin, Andreas Dilger, Shuichi Ihara, Wusheng Zhang, Yang Wang, André Brinkmann. MetaWBC: POSIX-compliant metadata write-back caching for distributed file systems. The International Conference for High Performance Computing, Networking, Storage, and Analysis 2022 (SC 22). Dallas, 13-18 November 2022 (published) LINK .
Marc-André Vef, Alberto Miranda, Ramon Nou, and André Brinkmann. “From Static to Malleable: Improving Flexibility and Compatibility in Burst Buffer File Systems” HPCMALL 2023, ISC Workshop.
Nafiseh Moti, Reza Salkhordeh, André Brinkmann. Protected Functions: User Space Privileged Function Calls. 35th GI/ITG International Conference on Architecture of Computing Systems (ARCS ´22). September 13-15, 2022. Heilbron, Germany. (published) LINK
Alberto Cascajo, David E. Singh and Jesús Carretero. Utilización de proxies maleables para detectar interferencia y mejorar la planificación de aplicaciones. Jornadas SARTECO 2022. Septiembre 22-25, Alicante, Spain.
Diego Camarmas-Alonso; Felix Garcia-Carballeira; Alejandro Calderon Mateos; Jesus Carretero Perez. Sistema de almacenamiento Ad-Hoc para entornos HPC basado en el sistema de ficheros paralelo Expand. Jornadas SARTECO 2022. Septiembre 22-25, Alicante, Spain. https://doi.org/10.5281/zenodo.6862882
Alberto Cascajo, David E. Singh and Jesús Carretero. “Detecting interference between applications and improving the scheduling tasks using malleable proxies based on application models”. HPCMALL2022. Workshop on Malleability Techniques Applications in High-Performance Computing. ISC 2022. ISC 2022. May 29-June 02 2022. Hamburg. Germany. LINK.
Jean-Baptiste Besnard, Ahmad Tarraf, Clément Barthelemy, Emmanuel Jeannot, Sameer Shende, Felix Wolf and Alberto Cascajo. “Smart Schedulers: Molding Jobs into the Right Shape via Monitoring and Modeling.” HPCMALL 2023, ISC Workshop LINK
Yi Ju, Adalberto Perez, Stefano Markidis, Philipp Schlatter, Erwin Laure. Understanding the Impact of Synchronous, Asynchronous, and Hybrid In-Situ Techniques in Computational Fluid Dynamics Applications & IEEE eScience 2022. Accepted (future publication)
Yingjin Qian, Wen Cheng, Lingfang Zeng, Marc-André Vef, Oleg Drokin, Andreas Dilger, Shuichi Ihara, Wusheng Zhang, Yang Wang, André Brinkmann. MetaWBC: POSIX-compliant metadata write-back caching for distributed file systems. The International Conference for High Performance Computing, Networking, Storage, and Analysis 2022 (SC 22). Dallas, 13-18 November 2022.
Taylan Özden, Tim Beringer, Arya Mazaheri, Hamid Mohammadi Fard, Felix Wolf. ElastiSim: A Batch-System Simulator for Malleable Workloads. ICPP 2022: 51st International Conference on Parallel Processing. ACM International Conference Proceeding Series. August 29th to Sept 1st, 2022..
Alberto Cascajo, Gabriel Gomez-Lopez, Jesus Escudero-Sahuquillo, Pedro Javier Garcia, David E. Singh, Francisco Alfaro-Cortés, Francisco J. Quiles and Jesus Carretero. Improving Congestion Control through Fine-Grain Monitoring of InfiniBand Networks. HOTI 2022: 29th IEEE Hot Interconnects symposium. August, 17 – 19th. Online conference.
Angelina Horn, Hamid Mohammadi Fard, Felix Wolf. Multi-objective Hybrid Autoscaling of Microservices in Kubernetes Clusters. Euro-Par 2022: 28th International European Conference on Parallel and Distributed Computing. LNCS,volume 13440. Springer. Pp 233–250. 22-26 August 2022. Glasgow, UK. LINK
Miguel Guzmán-Merino, Christian Durán, Maria-Cristina Marinescu, Concepción Delgado-Sanz, Diana Gomez-Barroso, Jesus Carretero & David E. Singh. Data Management in EpiGraph COVID-19 Epidemic Simulator. Euro-Par 2021: 27th International European Conference on Parallel and Distributed Computing. 30 August – 3 September 2021. Lisbon, Portugal. LINK. eArchive.
Alberto Cascajo, David E. Singh and Jesús Carretero. Energy Consumption Studies of WRF Executions with the LIMITLESS Monitor. LATIN AMERICA HIGH PERFORMANCE COMPUTING CONFERENCE – CARLA 2021. October 6 -8 2021. Guadalajara, México. LINK.
Fracieli Boito, Guillaume Pallez, Luan Teylo. The role of storage target allocation in applications’ I/O performance with BeeGFS. IEEE Cluster 2022. September 6-9, 2022, Heidelberg, Germany. LINK.
Yi Ju, Adalberto Perez, Stefano Markidis, Philipp Schlatter, Erwin Laure. “Understanding the Impact of Synchronous, Asynchronous, and Hybrid In-Situ Techniques in Computational Fluid Dynamics Applications” in eScience 2022
Marcus Ritter, Ahmad Tarraf, Alexander Geiß, Nour Daoud, Bernd Mohr, Felix Wolf: Conquering Noise With Hardware Counters on HPC Systems. In Proc. of the Workshop on Programming and Performance Visualization Tools (ProTools), held in conjunction with the Supercomputing Conference (SC22), pages 1–10, IEEE, 2022. LINK DOI: http://dx.doi.org/10.1109/ProTools56701.2022.00007
Marco Aldinucci. University of Torino. Keynote: “The modernization of HPC applications for the cloud era. Fifth EAGE Workshop on High Performance Computing for Upstream”. Heterogeneous HPC: Challenges, Current & Future Trends. 6-8 September 2021. LINK
Frederic Schimmelpfennig, Marc-André Vef, Reza Salkhordeh, Alberto Miranda, Ramon Nou, and André Brinkmann. 2021. “Streamlining distributed Deep Learning I/O with ad hoc file systems”. In 23rd IEEE Cluster Conference (CLUSTER). 2021. LINK
Aldinucci, M., Agosta, G., Andreini, A., Ardagna, C. A., Bartolini, A., Cilardo, A., … & Torquati, M. (2021, May). “The Italian research on HPC key technologies across EuroHPC”. In Proceedings of the 18th ACM International Conference on Computing Frontiers (pp. 178-184). LINK
Carretero, J. Session Chair. Europar 21. Panel “European Initiative Projects Towards Exascale Computing”. September 3rd 2021, Lisbon. LINK
Yi Ju, Mingshuai Li, Adalberto Perez, Laura Bellentani, Niclas Jansson, Stefano Markidis, Philipp Schlatter, Erwin Laure In-Situ Techniques on GPU-Accelerated Data-Intensive Applications 2023 IEEE 19th International Conference on e-Science (e-Science) 2023 Oct 9 (pp. 1-10) 10.1109/E-SCIENCE58273.2023.10254865
Seyed Ali Mohammadi, Lukas Rothenberger, Gustavo de Morais, Bertin Nico Görlich, Erik Lille, Hendrik Rüthers, and Felix Wolf (Presented at SC23 by Lukas Rothenberger) Filtering and Ranking of Code Regions for Parallelization via Hotspot Detection and OpenMP Overhead Analysis In Proceedings of the SC ’23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W ’23). Association for Computing Machinery, New York, NY, USA, 1368–1379 https://doi.org/10.1145/3624062.3624206https://github.com/discopop-project
De Luca, Pasquale, Diana Di Luccio, Ardelio Galletti, Giulio Giunta, Livia Marcellino, and Raffaele Montella Towards a GPU parallel software for environmental data fitting Proceedings 15th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA ’22) pp. 469-472. June 2022. doi:10.1145/3529190.3534776https://dl.acm.org/doi/10.1145/3529190.3534776
C. G. de Vita, G. Mellone, F. Barchiesi, D. Di Luccio, A. Ciaramella and R. Montella Artificial Intelligence for mussels farm quality assessment and prediction Proceedings 2022 IEEE International Workshop on Metrology for the Sea; Learning to Measure Sea Health Parameters (MetroSea), Milazzo, Italy, October 2022, pp. 33-38 doi: 10.1109/MetroSea55331.2022.9950875 https://ieeexplore.ieee.org/document/9950875
G. Mellone, C. G. de Vita, E. Zambianchi, D. E. Singh, D. Di Luccio and R. Montella Democratizing the computational environmental marine data science: using the High-Performance Cloud-Native Computing for inert transport and diffusion Lagrangian modelling Proceedings 2022 IEEE International Workshop on Metrology for the Sea; Learning to Measure Sea Health Parameters (MetroSea), Milazzo, Italy, October 2022, pp. 267-272. doi: 10.1109/MetroSea55331.2022.9950862 https://ieeexplore.ieee.org/document/9950862
C. G. De Vita, G. Mellone, D. Di Luccio, S. Kosta, A. Ciaramella and R. Montella AIQUAM: Artificial Intelligence-based water QUAlity Model, Proceedings 2022 IEEE 18th International Conference on e-Science (e-Science), Salt Lake City, UT, USA, October 2022, pp. 401-402 doi: 10.1109/eScience55777.2022.00058 https://ieeexplore.ieee.org/document/9973587
R. Montella, D. Di Luccio, C.G. De Vita, G. Mellone, M. Lapegna, G. Ortega, L. Marcellino, E. Zambianchi, and G. Giunta A highly scalable high-performance Lagrangian transport and diffusion model for marine pollutants assessment Proceedings 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2023), Naples, Italy,March 2023, pp. 17-26 doi: 10.1109/PDP59025.2023.00012 https://ieeexplore.ieee.org/document/10137219
C. G. De Vita, G. Mellone, A. Florio, C. A. Torres Charles, D. Di Luccio, M. Lapegna, G. Benassai, G. Budillon, and R. Montella Parallel and hierarchically-distributed Shoreline Alert Model (SAM) Proceedings 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2023), Naples, Italy,March 2023, pp. 109-113 doi: 10.1109/PDP59025.2023.00024 https://ieeexplore.ieee.org/document/10136945
Y. Arfat, G. Mittone, I. Colonnelli, F. D’Ascenzo, R. Esposito and M. Aldinucci Pooling critical datasets with Federated Learning Proceedings 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2023), Naples, Italy,March 2023, pp. 329-337 doi: 10.1109/PDP59025.2023.00057 https://iris.unito.it/bitstream/2318/1890256/1/23_pdp_fl.pdf (preprint)
J. Carretero, J. Garcia-Blas, M. Aldinucci, J. B. B. Besnard, J. Acquaviva, A. Brinkmann, M. Vef, E. Jeannot, A. Miranda, R. Nou, M. Riedel, M. Torquati, and F. Wolf Adaptive multi-tier intelligent data manager for Exascale Proceedings 20th ACM International Conference on Computing Frontiers (CF ’23), Bologna, Italy, May 2023, Pages 285–290 doi:10.1145/3587135.3592174https://dl.acm.org/doi/abs/10.1145/3587135.3592174
P. Ângelo, V. Bono, M. D. -Giancaglini, and M. Florido Gradual Guarantee for FJ with lambda-Expressions Proceedings 25th ACM International Workshop on Formal Techniques for Java-like Programs, FTfJP 2023, Seattle, WA, USA, 18 July 2023, 2023, p. 32–38. doi:10.1145/3605156.3606453https://dl.acm.org/doi/10.1145/3605156.3606453
M. Aldinucci, A. Antelmi, D. Gregori, F. Polzella, G. Spinatelli, M.Torquati The SWH-Analytics Framework Proceedings The 2nd Italian Conference on Big Data and Data, September 11-13 2023 University of Naples “Parthenope” Naples, Italy To Appear
A. R. Martinelli, M. Torquati, M. Aldinuccci, I. Colonnelli, B. Cantalupo CAPIO: a Middleware for Transparent I/O Streaming in Data-Intensive Workflows Proceedings 30th IEEE International Conference on High Performance Computing, Data, and Analytics, December 18-21, 2023 Goa, India To Appear
Yingjin Qian, Wen Cheng, Lingfang Zeng, Xi Li, Marc-André Vef, Andreas Dilger, Siyao Lai, Shuichi Ihara, Yong Fan, and André Brinkmann Xfast: Extreme File Attribute Stat Acceleration for Lustre Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Denver, CO, USA, November 12-17 Once a year https://doi.org/10.1145/3581784.3607080
Marco Aldinucci The modernization of HPC applications for the cloud era. Fifth EAGE Workshop on High Performance Computing for Upstream. Heterogeneous HPC: Challenges, Current & Future Trends Fifth EAGE Workshop on High Performance Computing for Upstream. Heterogeneous HPC: Challenges, Current & Future Trends https://www.earthdoc.org/content/proceedings/fifth-hpc-ws
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 The Italian Research on HPC Key Technologies across EuroHPC Proceedings of the 18th ACM International Conference on Computing Frontiers CF ’21: Proceedings of the 18th ACM International Conference on Computing Frontiers 10.1145/3457388.3458508https://iris.unito.it/retrieve/handle/2318/1783118/744641/preprint.pdf
Frederic Schimmelpfennig, Marc-André Vef, Reza Salkhordeh, Alberto Miranda, Ramon Nou, and André Brinkmann Streamlining distributed Deep Learning I/O with ad hoc file systems. 23rd IEEE Cluster Conference Proceeding of the 23rd IEEE Cluster Conference 10.1109/cluster48925.2021.00062https://seafile.rlp.net/f/2242b7a3a84f405980fc/
Yingjin Qian, Wen Cheng, Lingfang Zeng, Marc-André Vef, Oleg Drokin, Andreas Dilger, Shuichi Ihara, Wusheng Zhang, Yang Wang, André Brinkmann MetaWBC: POSIX-Compliant Metadata Write-Back Caching for Distributed File Systems The International Conference for High Performance Computing, Networking, Storage, and Analysis 2022 (SC22) 10.1109/SC41404.2022.00061 https://seafile.rlp.net/f/c09ddb469917484c853e/
Angelina Horn, Hamid Mohammadi Fard, Felix Wolf Multi-objective Hybrid Autoscaling of Microservices in {Kubernetes} Clusters Proc. of the 28th Euro-Par Conference: Parallel Processing, Glasgow, UK 13440 10.1007/978-3-031-12597-3_15https://rdcu.be/cVbM6
Taylan Özden, Tim Beringer, Arya Mazaheri, Hamid Mohammadi Fard, Felix Wolf ElastiSim: A Batch-System Simulator for Malleable Workloads Proc. of the 51st International Conference on Parallel Processing (ICPP), Bordeaux, France 51st International Conference on Parallel Processing. ICPP 2022
Boito, Francieli; Pallez, Guillaume; Teylo, Luan The role of storage target allocation in applications’ I/O performance with BeeGFS CLUSTER 2022 – IEEE International Conference on Cluster Computing. https://clustercomp.org/2022/ 10.1109/cluster51413.2022.00039https://hal.inria.fr/hal-03753813
Miguel Guzmán-Merino, Christian Durán, Maria-Cristina Marinescu, Concepción Delgado-Sanz, Diana Gomez-Barroso, Jesus Carretero , David E. Singh Data Management in EpiGraph COVID-19 Epidemic Simulator European Conference on Parallel Processing Euro-Par 2021: Parallel Processing Workshops. 10.1007/978-3-031-06156-1_22https://researchportal.uc3m.es/display/act548525
Surbhi Sharma, Ribana Roscher, Morris Riedel, Shahbaz Memon and Gabriele Cavallaro Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning IEEE International Geoscience and Remote Sensing Symposium (GRSS) Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (GRSS) 10.1109/igarss46834.2022.9884699http://hdl.handle.net/2128/31857
De Vita, Ciro Giuseppe; Mellone, Gennaro; Di Luccio, Diana; Kosta, Sokol; Ciaramella, Angelo; Montella, Raffaele AIQUAM: Artificial Intelligence-based water QUAlity Model IEEE eScience 2022 1 10.5281/zenodo.7129476https://zenodo.org/record/7129476
Marc-André Vef, Alberto Miranda, Ramon Nou, André Brinkmann From Static to Malleable: Improving Flexibility and Compatibility in Burst Buffer File Systems HPCMALL 2023 https://seafile.rlp.net/f/9bb62d3f18c4412d9210/