Papers | Parallel Computing

348 entries « 1 of 18 »

2024

Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci

A Performance Model for Confidential Federated Learning Proceedings Article

In: Proceedings of the 2024 Deep Learning Security and Privacy Workshop, IEEE Symposium on Security and Privacy 2024, San Francisco, CA, 2024.

Abstract | Links | BibTeX | Tags: epi, federated, icsc, security

Chi Hong, Robert Birke, Pin-Yu Chen, Lydia Chen

On Dark Knowledge for Distilling Generators Proceedings Article

In: Proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Taipei, Taiwan, 2024.

Abstract | BibTeX | Tags: epi, icsc

Miruna Bețianu, Abele Mălan, Marco Aldinucci, Robert Birke, Lydia Chen

DALLMi: Domain Adaption for LLM-based Multi-label Classifier Proceedings Article

In: Proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Taipei, Taiwan, 2024.

Abstract | BibTeX | Tags: eupilot, icsc

Adriano Marques Garcia, Dalvan Griebler, Claudio Schepke, José Daniel García, Javier Fernández Muñoz, Luiz Gustavo Fernandes

Performance and programmability of GrPPI for parallel stream processing on multi-cores Journal Article

In: The Journal of Supercomputing, vol. In press, no. In press, pp. 1-35, 2024, ISBN: 1573-0484.

Abstract | Links | BibTeX | Tags: admire

Bruno Casella, Walter Riviera, Marco Aldinucci, Gloria Menegaz

Protocol for training MERGE: A federated multi-input neural network for COVID-19 prognosis Journal Article

In: STAR Protocols, 2024, (https://prod-shared-star-protocols.s3.amazonaws.com/protocols/3225.pdf).

Abstract | Links | BibTeX | Tags: epi, federated, icsc

2023

Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke

Distributed Edge Inference: an Experimental Study on Multiview Detection Proceedings Article

In: UCC '23: Proceedings of the 16th IEEE/ACM International Conference on Utility and Cloud Computing Companion, Taormina, Italy, 2023, (eupilot, icsc, In press).

Abstract | Links | BibTeX | Tags: federated, learning

Alberto Riccardo Martinelli, Massimo Torquati, Marco Aldinucci, Iacopo Colonnelli, Barbara Cantalupo

CAPIO: a Middleware for Transparent I/O Streaming in Data-Intensive Workflows Proceedings Article

In: 2023 IEEE 30th International Conference on High Performance Computing, Data, and Analytics (HiPC), IEEE, Goa, India, 2023.

Abstract | Links | BibTeX | Tags: admire, capio, eupex, icsc

Marco Aldinucci, Elena Maria Baralis, Valeria Cardellini, Iacopo Colonnelli, Marco Danelutto, Sergio Decherchi, Giuseppe Di Modica, Luca Ferrucci, Marco Gribaudo, Francesco Iannone, Marco Lapegna, Doriana Medic, Giuseppa Muscianisi, Francesca Righetti, Eva Sciacca, Nicola Tonellotto, Mauro Tortonesi, Paolo Trunfio, Tullio Vardanega

A Systematic Mapping Study of Italian Research on Workflows Proceedings Article

In: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, SC-W 2023, pp. 2065–2076, ACM, Denver, CO, USA, 2023.

Abstract | Links | BibTeX | Tags: icsc, jupyter-workflow, streamflow

Samuele Fonio, Lorenzo Paletto, Mattia Cerrato, Dino Ienco, Roberto Esposito

Hierarchical priors for Hyperspherical Prototypical Networks Proceedings Article

In: 31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN, Bruges, Belgium, 2023, (In print).

Abstract | Links | BibTeX | Tags: icsc

Zilong Zhao, Robert Birke, Lydia Y. Chen

FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform Proceedings Article

In: 32nd ACM International Conference on Information and Knowledge Management (CIKM '23), ACM, Birmingham, United Kingdom, 2023.

Abstract | Links | BibTeX | Tags: icsc

Chi Hong, Jiyue Huang, Robert Birke, Lydia Y. Chen

Exploring and Exploiting Data-Free Model Stealing Proceedings Article

In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Turin, Italy, 2023.

Abstract | Links | BibTeX | Tags: eupilot, icsc

Gianluca Mittone, Samuele Fonio

Benchmarking Federated Learning Scalability Proceedings Article

In: Proceedings of the 2nd Italian Conference on Big Data and Data Science, ITADATA 2023, September 11-13, 2023, CEUR, Naples, Italy, 2023.

Abstract | Links | BibTeX | Tags: eupilot, federated, icsc, In press, learning, parallel

Samuele Fonio

Benchmarking Federated Learning Frameworks for Medical Imaging Tasks Proceedings Article

In: Image Analysis and Processing - ICIAP 2023 - 22th International Conference - FedMed, Springer LNCS, Udine, Italy, 2023, (In print).

Abstract | Links | BibTeX | Tags: eupilot, icsc

Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci

Model-Agnostic Federated Learning Proceedings Article

In: Euro-Par 2023: Parallel Processing, pp. 383–396, Springer, Limassol, Cyprus, 2023.

Abstract | Links | BibTeX | Tags: eupilot, federated, icsc, learning, riscv

Valentina Cesare, Ugo Becciani, Alberto Vecchiato, Mario Gilberto Lattanzi, Fabio Pitari, Marco Aldinucci, Beatrice Bucciarelli

The MPI + CUDA Gaia AVU–GSR Parallel Solver Toward Next-generation Exascale Infrastructures Journal Article

In: Publications of the Astronomical Society of the Pacific, vol. 135, no. 1049, 2023.

Abstract | Links | BibTeX | Tags:

Zilong Zhao, Robert Birke, Lydia Y. Chen

GDTS: GAN-based Distributed Tabular Synthesizer Proceedings Article

In: 16th IEEE International Conference on Cloud Computing (CLOUD), IEEE, Chicago, USA, 2023.

Abstract | Links | BibTeX | Tags: ai

Sandro Schönborn, Robert Birke, David Kozhaya, Thanikesavan Sivanthi

Real-Time Performance of Virtualised Protection and Control Software Proceedings Article

In: 27th International Conference on Electricity Distribution (CIRED), Rome, Italy, 2023.

Abstract | Links | BibTeX | Tags:

Jani Valtari, Anna Kulmala, Sandro Schönborn, David Khozaya, Robert Birke, Reikko Jyrki

Real-life Pilot of Virtual Protection and Control - Experiences and Performance Analysis Proceedings Article

In: 27th International Conference on Electricity Distribution (CIRED), Rome, Italy, 2023.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Robert Birke, Antonio Brogi, Emanuele Carlini, Massimo Coppola, Marco Danelutto, Patrizio Dazzi, Luca Ferrucci, Forti Stefano, Hanna Kavalionak, Gabriele Mencagli, Matteo Mordacchin, Marcelo Pasin, Federica Paganelli, Massimo Torquati

A Proposal for a Continuum-aware Programming Model: From Workflows to Services Autonomously Interacting in the Compute Continuum Proceedings Article

In: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), IEEE, Turin, Italy, 2023.

Abstract | Links | BibTeX | Tags: icsc

Alessia Antelmi, Gennaro Cordasco, Mirko Polato, Vittorio Scarano, Carmine Spagnuolo, Dingqi Yang

A Survey on Hypergraph Representation Learning Journal Article

In: ACM Comput. Surv., 2023, ISSN: 0360-0300.

Abstract | Links | BibTeX | Tags: analytics

348 entries « 1 of 18 »