Papers | Parallel Computing

2024

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: ai, eupilot, icsc

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: ai, epi, icsc

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, icsc, security

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, fl, 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

2023

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

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: ai

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

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

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: ai, icsc

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: ai, eupilot, fl, 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, fl, HPC, 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

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:

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, fl, icsc, riscv

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

Iacopo Colonnelli, Robert Birke, Marco Aldinucci

Experimenting with PyTorch on RISC-V Proceedings Article

In: RISC-V Summit Europe 2023, Barcelona, Spain, 2023, (Poster).

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

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

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

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:

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:

Jesus Carretero, Javier Garcia-Blas, Marco Aldinucci, Jean Baptiste Besnard Besnard, Jean-Thomas Acquaviva, André Brinkmann, Marc-André Vef, Emmanuel Jeannot, Alberto Miranda, Ramon Nou, Morris Riedel, Massimo Torquati, Felix Wolf

Adaptive multi-tier intelligent data manager for Exascale Proceedings Article

In: 20th ACM International Conference on Computing Frontiers (CF '23), ACM, Bologna, Italy, 2023.

Abstract | Links | BibTeX | Tags: admire

Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medić, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci

Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning Proceedings Article

In: 20th ACM International Conference on Computing Frontiers (CF '23), ACM, Bologna, Italy, 2023, ISBN: 979-8-4007-0140-5/23/05, (https://arxiv.org/abs/2302.07946).

Abstract | Links | BibTeX | Tags: eupilot, fl, HPC, icsc, riscv

Gianluca Mittone, Filip Svoboda, Marco Aldinucci, Nicholas D. Lane, Pietro Lio

A Federated Learning Benchmark for Drug-Target Interaction Proceedings Article

In: Companion Proceedings of the ACM Web Conference 2023 (WWW '23 Companion), ACM, Austin, Texas, 2023, ISBN: 978-1-4503-9419-2/23/04, (https://arxiv.org/abs/2302.07684).

Abstract | Links | BibTeX | Tags: eupilot, fl, icsc

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

A Latency, Throughput, and Programmability Perspective of GrPPI for Streaming on Multi-cores Proceedings Article

In: 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), pp. 164-168, IEEE, Naples, Italy, 2023.

Abstract | Links | BibTeX | Tags: admire

Alessia Antelmi, Luca La Cava, Arianna Pera

Tell Me Who You Are and I Will Predict Your Vulnerability to Political Persuasion Techniques Proceedings Article

In: The 12th International Conference on Complex Networks and their Applications-Book of Abstracts, 2023.

Abstract | Links | BibTeX | Tags: analytics, icsc

Alessia Antelmi, Luca La Cava, Arianna Pera

Finding Hidden Swingers in the 2022 Italian Elections Twitter Discourse Proceedings Article

In: The 12th International Conference on Complex Networks and their Applications-Book of Abstracts, 2023.

Abstract | Links | BibTeX | Tags: analytics, icsc

Alessia Antelmi, Massimo Torquati, Daniele Gregori, Francesco Polzella, Gianmarco Spinatelli, Marco Aldinucci

The SWH-Analytics Framework Proceedings Article

In: Bena, Nicola, Martino, Beniamino Di, Maratea, Antonio, Sperduti, Alessandro, Nardo, Emanuel Di, Ciaramella, Angelo, Montella, Raffaele, Ardagna, Claudio A. (Ed.): Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), Naples, Italy, September 11-13, 2023, CEUR-WS.org, 2023.

Abstract | Links | BibTeX | Tags: admire, analytics, icsc

Iacopo Colonnelli

Workflow Models for Heterogeneous Distributed Systems Proceedings Article

In: Bena, Nicola, Martino, Beniamino Di, Maratea, Antonio, Sperduti, Alessandro, Nardo, Emanuel Di, Ciaramella, Angelo, Montella, Raffaele, Ardagna, Claudio A. (Ed.): Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), Naples, Italy, September 11-13, 2023, CEUR-WS.org, 2023.

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

Bruno Casella, Lorenzo Paletto

Predicting Cryptocurrencies Market Phases through On-Chain Data Long-Term Forecasting Proceedings Article

In: Proceedings of the 2023 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 1-5 May 2023, Dubai, 2023, (https://ieeexplore.ieee.org/document/10174989).

Abstract | Links | BibTeX | Tags: epi, icsc

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato

Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning Proceedings Article

In: Proceedings of the 1st Workshop on Visual Continual Learning, ICCV 2023, Paris, France, 2 October 2023, 2023, (https://ieeexplore.ieee.org/document/10350429).

Abstract | Links | BibTeX | Tags: ai, fl

Giorgio Audrito, Alberto Riccardo Martinelli, Gianluca Torta

Parallelising an Aggregate Programming Framework with Message-Passing Interface Proceedings Article

In: 2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), pp. 140–145, 2023.

Links | BibTeX | Tags: HPC

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato

FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis Journal Article

In: Computer Vision and Image Understanding, vol. 238, pp. 103882, 2023.

Abstract | Links | BibTeX | Tags: ai, fl

Bruno Casella, Walter Riviera, Marco Aldinucci, Gloria Menegaz

MERGE: A model for multi-input biomedical federated learning Journal Article

In: Patterns, pp. 100856, 2023, ISSN: 2666-3899.

Abstract | Links | BibTeX | Tags: ai, epi, fl, icsc

Javier Garcia-Blas, Genaro Sanchez-Gallegos, Cosmin Petre, Alberto Riccardo Martinelli, Marco Aldinucci, Jesus Carretero

Hercules: Scalable and Network Portable In-Memory Ad-Hoc File System for Data-Centric and High-Performance Applications Proceedings Article

In: Cano, José, Dikaiakos, Marios D., Papadopoulos, George A., Pericàs, Miquel, Sakellariou, Rizos (Ed.): Euro-Par 2023: Parallel Processing, pp. 679–693, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-39698-4.

Abstract | BibTeX | Tags:

Marco Aldinucci Mirko Polato Roberto Esposito

Boosting Methods for Federated Learning Proceedings Article

In: Calvanese, Diego, Diamantini, Claudia, Ferro, Nicola, Marchesin, Stefano, Silvello, Gianmaria, Tanca, Letizia (Ed.): Proc. of the 31th Italian Symposium on Advanced Database Systems,SEBD 2023, pp. 439–448, CEUR-WS.org, 2023.

Abstract | Links | BibTeX | Tags: eupilot

Pedro Ângelo, Viviana Bono, Mariangiola Dezani-Ciancaglini, Mário Florido

Gradual Guarantee for FJ with lambda-Expressions Proceedings Article

In: Tomb, Aaron (Ed.): Proceedings of the 25th ACM International Workshop on Formal Techniques for Java-like Programs, FTfJP 2023, Seattle, WA, USA, 18 July 2023, pp. 32–38, ACM, 2023.

Links | BibTeX | Tags: admire, icsc

William Fornaciari, Federico Reghenzani, Federico Terraneo, Davide Baroffio, Cecilia Metra, Martin Omana, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Robert Birke, Iacopo Colonnelli, Gianluca Mittone, Marco Aldinucci, Gabriele Mencagli, Francesco Iannone, Filippo Palombi, Giuseppe Zummo, Daniele Cesarini, Federico Tesser

RISC-V-based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters Proceedings Article

In: Embedded Computer Systems: Architectures, Modeling, and Simulation - 23rd International Conference, SAMOS 2023, Samos, Greece, 2023, (icsc).

Abstract | Links | BibTeX | Tags: icsc, riscv

Alessia Antelmi, Daniele De Vinco, Gennaro Cordasco, Carmine Spagnuolo

Towards Unraveling Developers Communities in Stack Overflow and Reddit Proceedings Article

In: International Conference on Computational Social Science 2023, 2023.

Abstract | Links | BibTeX | Tags: analytics, icsc

Alessia Antelmi

Engagement in Open Data Workshops: The dark side of remote settings Proceedings Article

In: Methodologies and Intelligent Systems for Technology Enhanced Learning, 12th International Conference, Springer International Publishing, Cham, 2023.

Abstract | Links | BibTeX | Tags: analytics, icsc

Doriana Medić, Marco Aldinucci

Towards formal model for location aware workflows Proceedings Article

In: Shahriar, Hossain, Teranishi, Yuuichi, Cuzzocrea, Alfredo, Sharmin, Moushumi, Towey, Dave, Majumder, A. K. M. Jahangir Alam, Kashiwazaki, Hiroki, Yang, Ji-Jiang, Takemoto, Michiharu, Sakib, Nazmus, Banno, Ryohei, Ahamed, Sheikh Iqbal (Ed.): 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, pp. 1864–1869, IEEE, Torino, Italy, 2023.

Abstract | Links | BibTeX | Tags: eupex, icsc, semantics

Ovidio Filippo, Francesco Bruno, Tineke H. Pinxterhuis, Mariusz Gasior, Leor Perl, Luca Gaido, Domenico Tuttolomondo, Antonio Greco, Roberto Verardi, Gianluca Lo Martire, Mario Iannaccone, Attilio Leone, Gaetano Liccardo, Serena Caglioni, Rocio González Ferreiro, Giulio Rodinò, Giuseppe Musumeci, Giuseppe Patti, Irene Borzillo, Giuseppe Tarantini, Wojciech Wańha, Bruno Casella, Eline H Ploumen, Lukasz Pyka, Ran Kornowski, Andrea Gagnor, Raffaele Piccolo, Sergio Raposeiras Roubin, Davide Capodanno, Paolo Zocca, Federico Conrotto, Gaetano M De Ferrari, Clemens Birgelen, Fabrizio D'Ascenzo

Predictors of target lesion failure after treatment of left main, bifurcation, or chronic total occlusion lesions with ultrathin-strut drug-eluting coronary stents in the ULTRA registry Journal Article

In: Catheterization and Cardiovascular Interventions, 2023.

Abstract | Links | BibTeX | Tags:

Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci

Experimenting with Normalization Layers in Federated Learning on non-IID scenarios Technical Report

Computer Science Department, University of Torino 2023.

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

Yasir Arfat, Gianluca Mittone, Iacopo Colonnelli, Fabrizio D'Ascenzo, Roberto Esposito, Marco Aldinucci

Pooling critical datasets with Federated Learning Proceedings Article

In: 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2023, pp. 329–337, IEEE, Napoli, Italy, 2023.

Abstract | Links | BibTeX | Tags: admire, fl, hpc4ai

Sandro Gepiro Contaldo, Luca Alessandri, Iacopo Colonnelli, Marco Beccuti, Marco Aldinucci

Bringing Cell Subpopulation Discovery on a Cloud-HPC Using rCASC and StreamFlow Book Chapter

In: Calogero, Raffaele Adolfo, Benes, Vladimir (Ed.): Single Cell Transcriptomics: Methods and Protocols, pp. 337–345, Springer US, New York, NY, 2023, ISBN: 978-1-0716-2756-3.

Abstract | Links | BibTeX | Tags: streamflow

Amirmasoud Ghiassi, Robert Birke, Lydia Chen

Robust Learning via Golden Symmetric Loss of (un)Trusted Labels Proceedings Article

In: SDM '23: SIAM International Conference on Data Mining, pp. 568–576, 2023.

Abstract | Links | BibTeX | Tags: textarossa

Adriano Marques Garcia, Dalvan Griebler, Claudio Schepke, Luiz Gustavo Fernandes

Micro-batch and data frequency for stream processing on multi-cores Journal Article

In: The Journal of Supercomputing, vol. 79, no. 8, pp. 9206-9244, 2023, ISBN: 1573-0484.

Abstract | Links | BibTeX | Tags:

2022

Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen

Permutation-Invariant Tabular Data Synthesis Proceedings Article

In: Tsumoto, Shusaku, Ohsawa, Yukio, Chen, Lei, Poel, Dirk Van, Hu, Xiaohua, Motomura, Yoichi, Takagi, Takuya, Wu, Lingfei, Xie, Ying, Abe, Akihiro, Raghavan, Vijay (Ed.): IEEE International Conference on Big Data (Big Data), pp. 5855–5864, IEEE, 2022.

Abstract | Links | BibTeX | Tags:

Emilio Sulis, Ilaria Angela Amantea, Marco Aldinucci, Guido Boella, Renata Marinello, Marco Grosso, Paolo Platter, Serena Ambrosini

An ambient assisted living architecture for hospital at home coupled with a process-oriented perspective Journal Article

In: Journal of Ambient Intelligence and Humanized Computing, 2022, ISBN: 1868-5145.

Abstract | Links | BibTeX | Tags:

Iacopo Colonnelli, Marco Aldinucci

Hybrid Workflows For Large - Scale Scientific Applications Proceedings Article

In: Sixth EAGE High Performance Computing Workshop, pp. 1–5, European Association of Geoscientists & Engineers , Milano, Italy, 2022, ISSN: 2214-4609.

Abstract | Links | BibTeX | Tags: across, eupex

Christopher Stewart, Nathaniel Morris, Lydia Y. Chen, Robert Birke

Performance Modeling for Short-Term Cache Allocation Proceedings Article

In: Proceedings of the 51st International Conference on Parallel Processing (ICPP), pp. 31:1–31:11, ACM, 2022.

Abstract | Links | BibTeX | Tags:

Mirko Polato, Roberto Esposito, Marco Aldinucci

Boosting the Federation: Cross-Silo Federated Learning without Gradient Descent Proceedings Article

In: Intl. Joint Conference on Neural Networks (IJCNN), pp. 1–10, IEEE, Padua, Italy, 2022.

Abstract | Links | BibTeX | Tags: eupilot, hpc4ai

Adriano Marques Garcia, Dalvan Griebler, Claudio Schepke, Luiz Gustavo Fernandes

Evaluating Micro-batch and Data Frequency for Stream Processing Applications on Multi-cores Proceedings Article

In: 30th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), pp. 10-17, IEEE, Valladolid, Spain, 2022.

Abstract | Links | BibTeX | Tags:

Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen

LABNET: A Collaborative Method for DNN Training and Label Aggregation Proceedings Article

In: Rocha, Ana Paula, Steels, Luc, Herik, H. Jaap (Ed.): 14th International Conference on Agents and Artificial Intelligence (ICAART), pp. 56–66, SCITEPRESS, 2022.

Abstract | Links | BibTeX | Tags:

Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato

Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images Proceedings Article

In: 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022, pp. 475–479, IEEE, 2022.

Links | BibTeX | Tags: hpc4ai

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

The Gaia AVU-GSR parallel solver: Preliminary studies of a LSQR-based application in perspective of exascale systems Journal Article

In: Astronomy and Computing, pp. 100660, 2022, ISSN: 2213-1337.

Abstract | Links | BibTeX | Tags: eupex

Giovanni Agosta, Marco Aldinucci, Carlos Alvarez, Roberto Ammendola, Yasir Arfat, Olivier Beaumont, Massimo Bernaschi, Andrea Biagioni, Tommaso Boccali, Berenger Bramas, Carlo Brandolese, Barbara Cantalupo, Mauro Carrozzo, Daniele Cattaneo, Alessandro Celestini, Massimo Celino, Iacopo Colonnelli, Paolo Cretaro, Pasqua D'Ambra, Marco Danelutto, Roberto Esposito, Lionel Eyraud-Dubois, Antonio Filgueras, William Fornaciari, Ottorino Frezza, Andrea Galimberti, Francesco Giacomini, Brice Goglin, Daniele Gregori, Abdou Guermouche, Francesco Iannone, Michal Kulczewski, Francesca Lo Cicero, Alessandro Lonardo, Alberto R. Martinelli, Michele Martinelli, Xavier Martorell, Giuseppe Massari, Simone Montangero, Gianluca Mittone, Raymond Namyst, Ariel Oleksiak, Paolo Palazzari, Pier Stanislao Paolucci, Federico Reghenzani, Cristian Rossi, Sergio Saponara, Francesco Simula, Federico Terraneo, Samuel Thibault, Massimo Torquati, Matteo Turisini, Piero Vicini, Miquel Vidal, Davide Zoni, Giuseppe Zummo

Towards EXtreme scale technologies and accelerators for euROhpc hw/Sw supercomputing applications for exascale: The TEXTAROSSA approach Journal Article

In: Microprocessors and Microsystems, vol. 95, pp. 104679, 2022, ISSN: 0141-9331.

Abstract | Links | BibTeX | Tags: textarossa

Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci

Benchmarking FedAvg and FedCurv for Image Classification Tasks Proceedings Article

In: Anisetti, Marco, Bonifati, Angela, Bena, Nicola, Ardagna, Claudio, Malerba, Donato (Ed.): Proceedings of the 1st Italian Conference on Big Data and Data Science, ITADATA 2022, September 20-21, 2022, CEUR-WS.org, 2022.

Abstract | Links | BibTeX | Tags: eupilot, fl

Marco Aldinucci, David Atienza, Federico Bolelli, Mónica Caballero, Iacopo Colonnelli, José Flich, Jon Ander Gómez, David González, Costantino Grana, Marco Grangetto, Simone Leo, Pedro López, Dana Oniga, Roberto Paredes, Luca Pireddu, Eduardo Quiñones, Tatiana Silva, Enzo Tartaglione, Marina Zapater

The DeepHealth Toolkit: A Key European Free and Open-Source Software for Deep Learning and Computer Vision Ready to Exploit Heterogeneous HPC and Cloud Architectures Book Section

In: Curry, Edward, Auer, Sören, Berre, Arne J., Metzger, Andreas, Perez, Maria S., Zillner, Sonja (Ed.): Technologies and Applications for Big Data Value, pp. 183–202, Springer International Publishing, Cham, 2022, ISBN: 978-3-030-78307-5.

Abstract | Links | BibTeX | Tags: deephealth, streamflow

Bruno Casella, Alessio Chisari, Sebastiano Battiato, Mario Giuffrida.

Transfer Learning via Test-time Neural Networks Aggregation Proceedings Article

In: Farinella, Giovanni Maria, Radeva, Petia, Bouatouch, Kadi (Ed.): Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2022, Volume 5: VISAPP, Online Streaming, February 6-8, 2022, pp. 642–649, INSTICC SciTePress, 2022, ISBN: 978-989-758-555-5.

Abstract | Links | BibTeX | Tags: fl

Eduardo Quiñones, Jesus Perales, Jorge Ejarque, Asaf Badouh, Santiago Marco, Fabrice Auzanneau, François Galea, David González, José Ramón Hervás, Tatiana Silva, Iacopo Colonnelli, Barbara Cantalupo, Marco Aldinucci, Enzo Tartaglione, Rafael Tornero, José Flich, Jose Maria Martinez, David Rodriguez, Izan Catalán, Jorge Garcia, Carles Hernández

The DeepHealth HPC Infrastructure: Leveraging Heterogenous HPC and Cloud Computing Infrastructures for IA-based Medical Solutions Book Section

In: Terzo, Olivier, Martinovič, Jan (Ed.): HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision, pp. 191–216, CRC Press, Boca Raton, Florida, 2022, ISBN: 978-1-0320-0984-1.

Abstract | Links | BibTeX | Tags: deephealth, streamflow

Martin Golasowski, Jan Martinovič, Marc Levrier, Stephan Hachinger, Sophia Karagiorgou, Aikaterini Papapostolou, Spiros Mouzakitis, Ioannis Tsapelas, Monica Caballero, Marco Aldinucci, Jon Ander Gómez, Antony Chazapis, Jean-Thomas Acquaviva

Toward the Convergence of High-Performance Computing, Cloud, and Big Data Domains Book Section

In: Terzo, Olivier, Martinovič, Jan (Ed.): HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision, pp. 1–16, CRC Press, Boca Raton, Florida, 2022, ISBN: 978-1-0320-0984-1.

Abstract | Links | BibTeX | Tags: deephealth, streamflow

Dana Oniga, Barbara Cantalupo, Enzo Tartaglione, Daniele Perlo, Marco Grangetto, Marco Aldinucci, Federico Bolelli, Federico Pollastri, Michele Cancilla, Laura Canalini, Costantino Grana, Cristina Muñoz Alcalde, Franco Alberto Cardillo, Monica Florea

Applications of AI and HPC in the Health Domain Book Section

In: Terzo, Olivier, Martinovič, Jan (Ed.): HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision, pp. 217–239, CRC Press, Boca Raton, Florida, 2022, ISBN: 978-1-0320-0984-1.

Abstract | Links | BibTeX | Tags: deephealth, streamflow

Iacopo Colonnelli, Marco Aldinucci, Barbara Cantalupo, Luca Padovani, Sergio Rabellino, Concetto Spampinato, Roberto Morelli, Rosario Di Carlo, Nicolò Magini, Carlo Cavazzoni

Distributed workflows with Jupyter Journal Article

In: Future Generation Computer Systems, vol. 128, pp. 282–298, 2022, ISSN: 0167-739X.

Abstract | Links | BibTeX | Tags: across, deephealth, jupyter-workflow, streamflow

Bart Cox, Robert Birke, Lydia Y. Chen

Memory-aware and context-aware multi-DNN inference on the edge Journal Article

In: Pervasive and Mobile Computing, vol. 83, pp. 1–16, 2022, ISSN: 1574-1192.

Abstract | Links | BibTeX | Tags:

Guglielmo Gallone, Jeehoon Kang, Francesco Bruno, Jung-Kyu Han, Ovidio De Filippo, Han-Mo Yang, Mattia Doronzo, Kyung-Woo Park, Gianluca Mittone, Hyun-Jae Kang, Radoslaw Parma, Hyeon-Cheol Gwon, Enrico Cerrato, Woo Jung Chun, Grzegorz Smolka, Seung-Ho Hur, Gerard Helft, Seung Hwan Han, Saverio Muscoli, Young Bin Song, Filippo Figini, Ki Hong Choi, Giacomo Boccuzzi, Soon-Jun Hong, Daniela Trabattoni, Chang-Wook Nam, Massimo Giammaria, Hyo-Soo Kim, Federico Conrotto, Javier Escaned, Carlo Di Mario, Fabrizio D'Ascenzo, Bon-Kwon Koo, Gaetano Maria Ferrari

Impact of Left Ventricular Ejection Fraction on Procedural and Long-Term Outcomes of Bifurcation Percutaneous Coronary Intervention Journal Article

In: The American Journal of Cardiology, vol. 172, pp. 18–25, 2022, ISSN: 0002-9149.

Abstract | Links | BibTeX | Tags:

Adriano Marques Garcia, Dalvan Griebler, Claudio Schepke, Luiz Gustavo Fernandes

SPBench: a framework for creating benchmarks of stream processing applications Journal Article

In: Computing, vol. 105, no. 5, pp. 1077-1099, 2022, ISBN: 1436-5057.

Abstract | Links | BibTeX | Tags:

2021

Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen

TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise Proceedings Article

In: 8th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT), pp. 52–62, ACM, 2021.

Abstract | Links | BibTeX | Tags:

Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen

CTAB-GAN: Effective Table Data Synthesizing Proceedings Article

In: Balasubramanian, Vineeth N., Tsang, Ivor (Ed.): Proceedings of The 13th Asian Conference on Machine Learning, pp. 97–112, PMLR, 2021.

Abstract | Links | BibTeX | Tags:

Taraneh Younesian, Zilong Zhao, Amirmasoud Ghiassi, Robert Birke, Lydia Y Chen

QActor: Active Learning on Noisy Labels Proceedings Article

In: Balasubramanian, Vineeth N., Tsang, Ivor (Ed.): Proceedings of The 13th Asian Conference on Machine Learning, pp. 548–563, PMLR, 2021.

Abstract | Links | BibTeX | Tags:

Giuliano Albanese, Robert Birke, Georgia Giannopoulou, Sandro Schönborn, Thanikesavan Sivanthi

Evaluation of Networking Options for Containerized Deployment of Real-Time Applications Proceedings Article

In: 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), pp. 1–8, IEEE, 2021.

Abstract | Links | BibTeX | Tags:

Giovanni Agosta, William Fornaciari, Andrea Galimberti, Giuseppe Massari, Federico Reghenzani, Federico Terraneo, Davide Zoni, Carlo Brandolese, Massimo Celino, Francesco Iannone, Paolo Palazzari, Giuseppe Zummo, Massimo Bernaschi, Pasqua D'Ambra, Sergio Saponara, Marco Danelutto, Massimo Torquati, Marco Aldinucci, Yasir Arfat, Barbara Cantalupo, Iacopo Colonnelli, Roberto Esposito, Alberto Riccardo Martinelli, Gianluca Mittone, Olivier Beaumont, Berenger Bramas, Lionel Eyraud-Dubois, Brice Goglin, Abdou Guermouche, Raymond Namyst, Samuel Thibault, Antonio Filgueras, Miquel Vidal, Carlos Alvarez, Xavier Martorell, Ariel Oleksiak, Michal Kulczewski, Alessandro Lonardo, Piero Vicini, Francesco Lo Cicero, Francesco Simula, Andrea Biagioni, Paolo Cretaro, Ottorino Frezza, Pier Stanislao Paolucci, Matteo Turisini, Francesco Giacomini, Tommaso Boccali, Simone Montangero, Roberto Ammendola

TEXTAROSSA: Towards EXtreme scale Technologies and Accelerators for euROhpc hw/Sw Supercomputing Applications for exascale Proceedings Article

In: Proc. of the 24th Euromicro Conference on Digital System Design (DSD), IEEE, Palermo, Italy, 2021.

Abstract | Links | BibTeX | Tags: streamflow, textarossa

Amirmasoud Ghiassi, Robert Birke, Rui Han, Lydia Y. Chen

LABELNET: Recovering Noisy Labels Proceedings Article

In: International Joint Conference on Neural Networks (IJCNN), pp. 1–8, IEEE, 2021.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Giovanni Agosta, Antonio Andreini, Claudio A. Ardagna, Andrea Bartolini, Alessandro Cilardo, Biagio Cosenza, Marco Danelutto, Roberto Esposito, William Fornaciari, Roberto Giorgi, Davide Lengani, Raffaele Montella, Mauro Olivieri, Sergio Saponara, Daniele Simoni, Massimo Torquati

The Italian research on HPC key technologies across EuroHPC Proceedings Article

In: ACM Computing Frontiers, pp. 279–286, ACM, Virtual Conference, Italy, 2021.

Abstract | Links | BibTeX | Tags: admire, eupex, eupilot, textarossa

Carmelo Pino, Simone Palazzo, Francesca Trenta, Francesca Cordero, Ulas Bagci, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Marco Aldinucci, Concetto Spampinato

Interpretable Deep Model for Predicting Gene-Addicted Non-Small-Cell Lung Cancer in CT Scans Proceedings Article

In: 18th IEEE Intl. Symposium on Biomedical Imaging (ISBI), IEEE, Nice, France, 2021.

Abstract | Links | BibTeX | Tags: deephealth

Chi Hong, Amirmasoud Ghiassi, Yichi Zhou, Robert Birke, Lydia Y. Chen

Online Label Aggregation: A Variational Bayesian Approach Proceedings Article

In: Leskovec, Jure, Grobelnik, Marko, Najork, Marc, Tang, Jie, Zia, Leila (Ed.): WWW '21: The Web Conference 2021, pp. 1904–1915, ACM / IW3C2, 2021.

Abstract | Links | BibTeX | Tags:

Adriano Marques Garcia, Dalvan Griebler, Claudio Schepke, Luiz Gustavo Fernandes

Introducing a Stream Processing Framework for Assessing Parallel Programming Interfaces Proceedings Article

In: 29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), pp. 84-88, IEEE, Valladolid, Spain, 2021.

Abstract | Links | BibTeX | Tags:

Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen

Masa: Responsive Multi-DNN Inference on the Edge Proceedings Article

In: 19th IEEE International Conference on Pervasive Computing and Communications (PerCom), pp. 1–10, IEEE, 2021.

Abstract | Links | BibTeX | Tags:

Jeroen Galjaard, Bart Cox, Amirmasoud Ghiassi, Lydia Y. Chen, Robert Birke

MemA: Fast Inference of Multiple Deep Models Proceedings Article

In: 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, pp. 281–286, IEEE, 2021.

Abstract | Links | BibTeX | Tags:

Gianluca Bontempi, Ricardo Chavarriaga, Hans De Canck, Emanuela Girardi, Holger Hoos, Iarla Kilbane‐Dawe, Tonio Ball, Ann Nowé, Jose Sousa, Davide Bacciu, Marco Aldinucci, Manlio De Domenico, Alessandro Saffiotti, Marco Maratea

The CLAIRE COVID-19 initiative: approach, experiences and recommendations Journal Article

In: Ethics and Information Technology, 2021.

Abstract | Links | BibTeX | Tags: deephealth

Ivan Lanese, Doriana Medić, Claudio Antares Mezzina

Static versus dynamic reversibility in CCS Journal Article

In: Acta Informatica, vol. 58, pp. 1–34, 2021.

Abstract | Links | BibTeX | Tags: semantics

Clément Aubert, Doriana Medić

Explicit Identifiers and Contexts in Reversible Concurrent Calculus Proceedings Article

In: Reversible Computation - 13th International Conference, RC 2021, Virtual Event, July 7-8, 2021, Proceedings, Springer, 2021.

Abstract | Links | BibTeX | Tags: semantics

C. Pino, G. Vecchio, Marco Fronda, Marco Calandri, Marco Aldinucci, Concetto Spampinato

TwinLiverNet: Predicting TACE Treatment Outcome from CT scans for Hepatocellular Carcinoma using Deep Capsule Networks Proceedings Article

In: 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021, pp. 3039–3043, IEEE, 2021.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Valentina Cesare, Iacopo Colonnelli, Alberto Riccardo Martinelli, Gianluca Mittone, Barbara Cantalupo

Practical Parallelizazion of a Laplace Solver with MPI Proceedings Article

In: Iannone, Francesco (Ed.): ENEA CRESCO in the fight against COVID-19, pp. 21–24, ENEA, 2021.

Abstract | BibTeX | Tags: hpc4ai

Iacopo Colonnelli, Barbara Cantalupo, Concetto Spampinato, Matteo Pennisi, Marco Aldinucci

Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 diagnosis Proceedings Article

In: Iannone, Francesco (Ed.): ENEA CRESCO in the fight against COVID-19, ENEA, 2021.

Abstract | Links | BibTeX | Tags: streamflow

Ovidio De Filippo, Jeehoon Kang, Francesco Bruno, Jung-Kyu Han, Andrea Saglietto, Han-Mo Yang, Giuseppe Patti, Kyung-Woo Park, Radoslaw Parma, Hyo-Soo Kim, Leonardo De Luca, Hyeon-Cheol Gwon, Mario Iannaccone, Woo Jung Chun, Grzegorz Smolka, Seung-Ho Hur, Enrico Cerrato, Seung Hwan Han, Carlo Mario, Young Bin Song, Javier Escaned, Ki Hong Choi, Gerard Helft, Joon-Hyung Doh, Alessandra Truffa Giachet, Soon-Jun Hong, Saverio Muscoli, Chang-Wook Nam, Guglielmo Gallone, Davide Capodanno, Daniela Trabattoni, Yoichi Imori, Veronica Dusi, Bernardo Cortese, Antonio Montefusco, Federico Conrotto, Iacopo Colonnelli, Imad Sheiban, Gaetano Maria Ferrari, Bon-Kwon Koo, Fabrizio D'Ascenzo

Benefit of Extended Dual Antiplatelet Therapy Duration in Acute Coronary Syndrome Patients Treated with Drug Eluting Stents for Coronary Bifurcation Lesions (from the BIFURCAT Registry) Journal Article

In: The American Journal of Cardiology, 2021, ISSN: 0002-9149.

Abstract | Links | BibTeX | Tags:

Yasir Arfat, Gianluca Mittone, Roberto Esposito, Barbara Cantalupo, Gaetano Maria De Ferrari, Marco Aldinucci

A Review of Machine Learning for Cardiology Journal Article

In: Minerva cardiology and angiology, 2021.

Abstract | Links | BibTeX | Tags: deephealth, hpc4ai

Marco Aldinucci, Valentina Cesare, Iacopo Colonnelli, Alberto Riccardo Martinelli, Gianluca Mittone, Barbara Cantalupo, Carlo Cavazzoni, Maurizio Drocco

Practical Parallelization of Scientific Applications with OpenMP, OpenACC and MPI Journal Article

In: Journal of Parallel and Distributed Computing, vol. 157, pp. 13–29, 2021.

Abstract | Links | BibTeX | Tags: HPC

Daniele D'Agostino, Ivan Merelli, Marco Aldinucci, Daniele Cesini

Hardware and Software Solutions for Energy-Efficient Computing in Scientific Programming Journal Article

In: Scientific Programming, vol. 2021, pp. 5514284, 2021, ISBN: 1058-9244.

Abstract | Links | BibTeX | Tags:

Daniele D'Agostino, Pietro Liò, Marco Aldinucci, Ivan Merelli

Advantages of using graph databases to explore chromatin conformation capture experiments Journal Article

In: BMC Bioinformatics, vol. 22, no. 2, pp. 43–58, 2021, ISBN: 1471-2105.

Abstract | Links | BibTeX | Tags: deephealth, hpc4ai

Marco Aldinucci

L'infrastruttura necessaria per creare interoperabilità tra pubbliche amministrazioni Book Section

In: Perin, Roberto Cavallo (Ed.): L'amministrazione pubblica con i big data: da Torino un dibattito sull'intelligenza artificiale, pp. 225–232, 2021, ISBN: 9788875901806.

Abstract | Links | BibTeX | Tags:

Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schinina, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Francesco Rundo, Marco Aldinucci, Massimo Cristofaro, others

An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans Journal Article

In: Artificial Intelligence in Medicine, pp. 102114, 2021.

Abstract | Links | BibTeX | Tags:

Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen

Enhancing Robustness of On-Line Learning Models on Highly Noisy Data Journal Article

In: IEEE Trans. Dependable Secur. Comput., vol. 18, no. 5, pp. 2177–2192, 2021.

Abstract | Links | BibTeX | Tags:

Robert Birke, Juan F. Pérez, Zhan Qiu, Mathias Björkqvist, Lydia Y. Chen

sPARE: Partial Replication for Multi-Tier Applications in the Cloud Journal Article

In: IEEE Trans. Serv. Comput., vol. 14, no. 2, pp. 574–588, 2021.

Abstract | Links | BibTeX | Tags:

Iacopo Colonnelli, Barbara Cantalupo, Roberto Esposito, Matteo Pennisi, Concetto Spampinato, Marco Aldinucci

HPC Application Cloudification: The StreamFlow Toolkit Proceedings Article

In: Bispo, João, Cherubin, Stefano, Flich, José (Ed.): 12th Workshop on Parallel Programming and Run-Time Management Techniques for Many-core Architectures and 10th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms (PARMA-DITAM 2021), pp. 5:1–5:13, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 2021, ISSN: 2190-6807.

Abstract | Links | BibTeX | Tags: deephealth, hpc4ai, streamflow

Fabrizio D'Ascenzo, Ovidio De Filippo, Guglielmo Gallone, Gianluca Mittone, Marco Agostino Deriu, Mario Iannaccone, Albert Ariza-Solé, Christoph Liebetrau, Sergio Manzano-Fernández, Giorgio Quadri, Tim Kinnaird, Gianluca Campo, Jose Paulo Simao Henriques, James M Hughes, Alberto Dominguez-Rodriguez, Marco Aldinucci, Umberto Morbiducci, Giuseppe Patti, Sergio Raposeiras-Roubin, Emad Abu-Assi, Gaetano Maria De Ferrari, Francesco Piroli, Andrea Saglietto, Federico Conrotto, Pierluigi Omedé, Antonio Montefusco, Mauro Pennone, Francesco Bruno, Pier Paolo Bocchino, Giacomo Boccuzzi, Enrico Cerrato, Ferdinando Varbella, Michela Sperti, Stephen B. Wilton, Lazar Velicki, Ioanna Xanthopoulou, Angel Cequier, Andres Iniguez-Romo, Isabel Munoz Pousa, Maria Cespon Fernandez, Berenice Caneiro Queija, Rafael Cobas-Paz, Angel Lopez-Cuenca, Alberto Garay, Pedro Flores Blanco, Andrea Rognoni, Giuseppe Biondi Zoccai, Simone Biscaglia, Ivan Nunez-Gil, Toshiharu Fujii, Alessandro Durante, Xiantao Song, Tetsuma Kawaji, Dimitrios Alexopoulos, Zenon Huczek, Jose Ramon Gonzalez Juanatey, Shao-Ping Nie, Masa-aki Kawashiri, Iacopo Colonnelli, Barbara Cantalupo, Roberto Esposito, Sergio Leonardi, Walter Grosso Marra, Alaide Chieffo, Umberto Michelucci, Dario Piga, Marta Malavolta, Sebastiano Gili, Marco Mennuni, Claudio Montalto, Luigi Oltrona Visconti, Yasir Arfat

Machine learning-based prediction of adverse events following an acute coronary syndrome (PRAISE): a modelling study of pooled datasets Journal Article

In: The Lancet, vol. 397, no. 10270, pp. 199–207, 2021, ISSN: 0140-6736.

Abstract | Links | BibTeX | Tags: deephealth, hpc4ai

Iacopo Colonnelli, Barbara Cantalupo, Ivan Merelli, Marco Aldinucci

StreamFlow: cross-breeding cloud with HPC Journal Article

In: IEEE Transactions on Emerging Topics in Computing, vol. 9, no. 4, pp. 1723–1737, 2021.

Abstract | Links | BibTeX | Tags: deephealth, hpc4ai, streamflow

2020

Adriano Marques Garcia, Matheus Serpa, Dalvan Griebler, Claudio Schepke, Luiz Gustavo Fernandes, Philippe O. A. Navaux

The Impact of CPU Frequency Scaling on Power Consumption of Computing Infrastructures Proceedings Article

In: International Conference on Computational Science and its Applications (ICCSA), pp. 142-157, Springer, Cagliari, Italy, 2020.

Abstract | Links | BibTeX | Tags:

Doriana Medić, Claudio Antares Mezzina, Iain Phillips, Nobuko Yoshida

A parametric framework for reversible emph(pi)-calculi Journal Article

In: Information and Computation, vol. 275, pp. 104644, 2020.

Abstract | Links | BibTeX | Tags: semantics

Ivan Lanese, Doriana Medić

A General Approach to Derive Uncontrolled Reversible Semantics Proceedings Article

In: 31st International Conference on Concurrency Theory, CONCUR 2020, September 1-4, 2020, Vienna, Austria (Virtual Conference), pp. 33:1–33:24, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.

Abstract | Links | BibTeX | Tags: semantics

Doriana Medić, Claudio Antares Mezzina, Iain Phillips, Nobuko Yoshida

Towards a Formal Account for Software Transactional Memory Proceedings Article

In: Reversible Computation - 12th International Conference, RC 2020, Oslo, Norway, July 9-10, 2020, Proceedings, pp. 255–263, Springer, 2020.

Abstract | Links | BibTeX | Tags: semantics

Vasco Amaral, Beatriz Norberto, Miguel Goulão, Marco Aldinucci, Siegfried Benkner, Andrea Bracciali, Paulo Carreira, Edgars Celms, Luís Correia, Clemens Grelck, Helen Karatza, Christoph Kessler, Peter Kilpatrick, Hugo Martiniano, Ilias Mavridis, Sabri Pllana, Ana Respício, José Simão, Luís Veiga, Ari Visa

Programming languages for data-Intensive HPC applications: A systematic mapping study Journal Article

In: Parallel Computing, pp. 102584, 2020, ISSN: 0167-8191.

Abstract | Links | BibTeX | Tags: HPC

Daniele D'Agostino, Pietro Liò, Marco Aldinucci, Ivan Merelli

NeoHiC: A web application for the analysis of Hi-C data Proceedings Article

In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 98–107, 2020, ISBN: 978-3-030-63061-4.

Abstract | Links | BibTeX | Tags:

Paul Metzger, Murray Cole, Christian Fensch, Marco Aldinucci, Enrico Bini

Enforcing Deadlines for Skeleton-based Parallel Programming Proceedings Article

In: 26th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), Sydney, Australia, 2020.

Abstract | Links | BibTeX | Tags:

Vincent Reniers, Yuan Gao, Ren Zhang, Paolo Viviani, Akash Madhusudan, Bert Lagaisse, Svetla Nikova, Dimitri Van Landuyt, Riccardo Lombardi, Bart Preneel, Wouter Joosen

Authenticated and Auditable Data Sharing via Smart Contract Proceedings Article

In: Proceedings of the 35th ACM/SIGAPP Symposium on Applied Computing, pp. 1–8, ACM, Brno, Czech Republic, 2020, ISBN: xxx-x-xxxx-xxxx-x.

Abstract | BibTeX | Tags:

Valentina Cesare, Iacopo Colonnelli, Marco Aldinucci

Practical Parallelization of Scientific Applications Proceedings Article

In: Proc. of 28th Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP), pp. 376–384, IEEE, Västerås, Sweden, 2020.

Abstract | Links | BibTeX | Tags: c3s, hpc4ai

Jose Daniel Garcia, Jose Daniel Rio, Marco Aldinucci, Fabio Tordini, Marco Danelutto, Gabriele Mencagli, Massimo Torquati

Challenging the abstraction penalty in parallel patterns libraries: Adding FastFlow support to GrPPI Journal Article

In: The Journal of Supercomputing, vol. 76, no. 7, pp. 5139–5159, 2020.

Abstract | Links | BibTeX | Tags: fastflow, rephrase

2019

Adriano Marques Garcia, Claudio Schepke, Alessandro Gonçalves Girardi

PAMPAR: A new parallel benchmark for performance and energy consumption evaluation Journal Article

In: Concurrency and Computation: Practice and Experience, vol. 32, no. 20, pp. 1-21, 2019.

Abstract | Links | BibTeX | Tags:

Paolo Viviani

Deep Learning at Scale with Nearest Neighbours Communications PhD Thesis

Computer Science Department, University of Torino, 2019.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Stefano Bagnasco, Matteo Concas, Stefano Lusso, Sergio Rabellino, Danilo Demarchi, Sara Vallero

Managing a heterogeneous scientific computing cluster with cloud-like tools: ideas and experience Proceedings Article

In: European Physical Journal Web of Conferences, pp. 07030, 2019.

Abstract | Links | BibTeX | Tags:

Adriano Marques Garcia, Claudio Schepke, Alessandro Gonçalves Girardi, Sherlon Almeida Silva

A New Parallel Benchmark for Performance Evaluation and Energy Consumption Proceedings Article

In: High Performance Computing for Computational Science – VECPAR 2018, pp. 188-201, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-15996-2.

Abstract | Links | BibTeX | Tags:

Massimo Torquati, Daniele De Sensi, Gabriele Mencagli, Marco Aldinucci, Marco Danelutto

Power-Aware Pipelining with Automatic Concurrency Control Journal Article

In: Concurrency and Computation: Practice and Experience, vol. 31, no. 5, 2019.

Abstract | Links | BibTeX | Tags: rephrase

Marco Aldinucci, Maurizio Drocco, Claudia Misale, Guy Tremblay

Languages for Big Data analysis Book Chapter

In: Sakr, Sherif, Zomaya, Albert (Ed.): Encyclopedia of Big Data Technologies, Springer International Publishing, Cham, 2019, ISBN: 978-3-319-63962-8.

Abstract | Links | BibTeX | Tags:

Marco Danelutto, Tiziano De Matteis, Daniele De Sensi, Gabriele Mencagli, Massimo Torquati, Marco Aldinucci, Peter Kilpatrick

The RePhrase Extended Pattern Set for Data Intensive Parallel Computing Journal Article

In: International Journal of Parallel Programming, vol. 47, no. 1, pp. 74–93, 2019.

Abstract | Links | BibTeX | Tags: fastflow, rephrase

Massimo Torquati, Gabriele Mencagli, Maurizio Drocco, Marco Aldinucci, Tiziano De Matteis, Marco Danelutto

On Dynamic Memory Allocation in Sliding-Window Parallel Patterns for Streaming Analytics Journal Article

In: The Journal of Supercomputing, vol. 75, no. 8, pp. 4114–4131, 2019.

Abstract | Links | BibTeX | Tags: fastflow, rephrase

Doriana Medić

Relative expressiveness of calculi for reversible concurrency Journal Article

In: Bull. EATCS, vol. 129, 2019.

Abstract | Links | BibTeX | Tags: semantics

Paolo Viviani, Maurizio Drocco, Daniele Baccega, Iacopo Colonnelli, Marco Aldinucci

Deep Learning at Scale Proceedings Article

In: Proc. of 27th Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP), pp. 124–131, IEEE, Pavia, Italy, 2019.

Abstract | Links | BibTeX | Tags: ai

Ivan Merelli, Federico Fornari, Fabio Tordini, Daniele D'Agostino, Marco Aldinucci, Daniele Cesini

Exploiting Docker containers over Grid computing for a comprehensive study of chromatin conformation in different cell types Journal Article

In: Journal of Parallel and Distributed Computing, vol. 134, pp. 116–127, 2019, ISSN: 0743-7315.

Abstract | Links | BibTeX | Tags: bioinformatics

Clemens Grelck, Ewa Niewiadomska-Szynkiewicz, Marco Aldinucci, Andrea Bracciali, Elisabeth Larsson

Why High-Performance Modelling and Simulation for Big Data Applications Matters Book Chapter

In: Kołodziej, Joanna, González-Vélez, Horacio (Ed.): High-Performance Modelling and Simulation for Big Data Applications: Selected Results of the COST Action IC1406 cHiPSet, no. 11400, pp. 1–35, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-16272-6.

Abstract | Links | BibTeX | Tags: HPC

Maurizio Drocco, Paolo Viviani, Iacopo Colonnelli, Marco Aldinucci, Marco Grangetto

Accelerating spectral graph analysis through wavefronts of linear algebra operations Proceedings Article

In: Proc. of 27th Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP), pp. 9–16, IEEE, Pavia, Italy, 2019.

Abstract | Links | BibTeX | Tags:

Vincent Reniers, Dimitri Van Landuyt, Paolo Viviani, Bert Lagaisse, Riccardo Lombardi, Wouter Joosen

Analysis of Architectural Variants for Auditable Blockchain-based Private Data Sharing Proceedings Article

In: Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, pp. 346–354, ACM, Limassol, Cyprus, 2019, ISBN: 978-1-4503-5933-7.

Abstract | Links | BibTeX | Tags:

2018

Adriano Marques Garcia, Claudio Schepke, Alessandro Gonçalves Girardi, Sherlon Almeida Silva

Power Consumption of Parallel Programming Interfaces in Multicore Architectures: A Case Study Proceedings Article

In: 2018 Symposium on High Performance Computing Systems (WSCAD), pp. 77-83, 2018.

Abstract | Links | BibTeX | Tags:

Claudia Misale, Maurizio Drocco, Guy Tremblay, Marco Aldinucci

PiCo: a Novel Approach to Stream Data Analytics Proceedings Article

In: Proc. of Euro-Par Workshops: 1st Intl. Workshop on Autonomic Solutions for Parallel and Distributed Data Stream Processing (Auto-DaSP 2017), Springer, Santiago de Compostela, Spain, 2018.

Abstract | Links | BibTeX | Tags: rephrase, toreador

Gabriele Mencagli, Massimo Torquati, Fabio Lucattini, Salvatore Cuomo, Marco Aldinucci

Harnessing sliding-window execution semantics for parallel stream processing Journal Article

In: Journal of Parallel and Distributed Computing, vol. 116, pp. 74–88, 2018, ISSN: 0743-7315.

Abstract | Links | BibTeX | Tags: fastflow, rephrase

Marco Aldinucci, Sergio Rabellino, Marco Pironti, Filippo Spiga, Paolo Viviani, Maurizio Drocco, Marco Guerzoni, Guido Boella, Marco Mellia, Paolo Margara, Idillio Drago, Roberto Marturano, Guido Marchetto, Elio Piccolo, Stefano Bagnasco, Stefano Lusso, Sara Vallero, Giuseppe Attardi, Alex Barchiesi, Alberto Colla, Fulvio Galeazzi

HPC4AI, an AI-on-demand federated platform endeavour Proceedings Article

In: ACM Computing Frontiers, Ischia, Italy, 2018.

Abstract | Links | BibTeX | Tags: hpc4ai, rephrase, toreador

Paolo Viviani, Maurizio Drocco, Marco Aldinucci

Scaling Dense Linear Algebra on Multicore and Beyond: a Survey Proceedings Article

In: Proc. of 26th Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP), IEEE, Cambridge, United Kingdom, 2018.

Abstract | Links | BibTeX | Tags:

Fabio Tordini, Marco Aldinucci, Paolo Viviani, Ivan Merelli, Pietro Liò

Scientific Workflows on Clouds with Heterogeneous and Preemptible Instances Proceedings Article

In: Proc. of the Intl. Conference on Parallel Computing, ParCo 2017, 12-15 September 2017, Bologna, Italy, IOS Press, 2018.

Abstract | Links | BibTeX | Tags: rephrase

Paolo Viviani, Marco Aldinucci, Roberto d'Ippolito, Jan Lemeire, Dean Vucinic

A Flexible Numerical Framework for Engineering—A Response Surface Modelling Application Book Chapter

In: Improved Performance of Materials: Design and Experimental Approaches, pp. 93–106, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-59590-0.

Abstract | Links | BibTeX | Tags: repara, rephrase

Marco Aldinucci, Marco Danelutto, Maurizio Drocco, Peter Kilpatrick, Claudia Misale, Guilherme Peretti Pezzi, Massimo Torquati

A Parallel Pattern for Iterative Stencil + Reduce Journal Article

In: Journal of Supercomputing, vol. 74, no. 11, pp. 5690–5705, 2018.

Abstract | Links | BibTeX | Tags: HPC, repara, rephrase

Paolo Viviani, Maurizio Drocco, Marco Aldinucci

Pushing the boundaries of parallel Deep Learning - A practical approach Journal Article

In: CoRR, vol. abs/1806.09528, 2018.

Abstract | Links | BibTeX | Tags:

Claudia Misale, Maurizio Drocco, Guy Tremblay, Alberto R. Martinelli, Marco Aldinucci

PiCo: High-performance data analytics pipelines in modern C++ Journal Article

In: Future Generation Computer Systems, vol. 87, pp. 392–403, 2018.

Abstract | Links | BibTeX | Tags: fastflow, HPC, toreador

2017

Salvatore Cuomo, Marco Aldinucci, Massimo Torquati

Guest Editorial for Programming Models and Algorithms for Data Analysis in HPC Systems Journal Article

In: International Journal of Parallel Programming, pp. 1–3, 2017, ISSN: 0885-7458, (Editorial).

Abstract | Links | BibTeX | Tags:

Maurizio Drocco

Parallel Programming with Global Asynchronous Memory: Models, C++ APIs and Implementations PhD Thesis

Computer Science Department, University of Torino, 2017.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase, repara, rephrase, toreador

Paula Severi, Luca Padovani, Emilio Tuosto, Mariangiola Dezani-Ciancaglini

On Sessions and Infinite Data Journal Article

In: Logical Methods in Computer Science, vol. Volume 13, Issue 2, 2017.

Links | BibTeX | Tags: lambda, rephrase

Maurizio Drocco, Claudia Misale, Guy Tremblay, Marco Aldinucci

A Formal Semantics for Data Analytics Pipelines Technical Report

Computer Science Department, University of Torino 2017, (https://arxiv.org/abs/1705.01629).

Links | BibTeX | Tags: rephrase, toreador

Claudia Misale

PiCo: A Domain-Specific Language for Data Analytics Pipelines PhD Thesis

Computer Science Department, University of Torino, 2017.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase, repara, rephrase, toreador

Paolo Viviani, Massimo Torquati, Marco Aldinucci, Roberto d'Ippolito

Multiple back-end support for the Armadillo linear algebra interface Proceedings Article

In: In proc. of the 32nd ACM Symposium on Applied Computing (SAC), pp. 1566–1573, Marrakesh, Morocco, 2017.

Abstract | Links | BibTeX | Tags: HPC, repara, rephrase

Marco Aldinucci, Marco Danelutto, Daniele De Sensi, Gabriele Mencagli, Massimo Torquati

Towards Power-Aware Data Pipelining on Multicores Proceedings Article

In: Proceedings of the 10th International Symposium on High-Level Parallel Programming and Applications, Valladolid, Spain, 2017.

Abstract | Links | BibTeX | Tags: fastflow, rephrase

Claudia Misale, Maurizio Drocco, Marco Aldinucci, Guy Tremblay

A Comparison of Big Data Frameworks on a Layered Dataflow Model Journal Article

In: Parallel Processing Letters, vol. 27, no. 01, pp. 1–20, 2017.

Abstract | Links | BibTeX | Tags: rephrase, toreador

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick, Massimo Torquati

FastFlow: high-level and efficient streaming on multi-core Book Chapter

In: Pllana, Sabri, Xhafa, Fatos (Ed.): Programming Multi-core and Many-core Computing Systems, Chapter 13, pp. 261–280, John Wiley & Sons, Ltd, 2017, ISBN: 9781119332015.

Abstract | Links | BibTeX | Tags: fastflow

Fabio Tordini, Maurizio Drocco, Claudia Misale, Luciano Milanesi, Pietro Liò, Ivan Merelli, Massimo Torquati, Marco Aldinucci

NuChart-II: the road to a fast and scalable tool for Hi-C data analysis Journal Article

In: International Journal of High Performance Computing Applications, vol. 31, no. 3, pp. 196–211, 2017.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, repara, rephrase

Marco Aldinucci, Stefano Bagnasco, Stefano Lusso, Paolo Pasteris, Sergio Rabellino

OCCAM: a flexible, multi-purpose and extendable HPC cluster Proceedings Article

In: Journal of Physics: Conf. Series (CHEP 2016), pp. 082039, San Francisco, USA, 2017.

Abstract | Links | BibTeX | Tags: c3s, HPC

Concetto Spampinato, Simone Palazzo, Daniela Giordano, Marco Aldinucci, Rosalia Leonardi

Deep learning for automated skeletal bone age assessment in X-ray images Journal Article

In: Medical Image Analysis, vol. 36, pp. 41–51, 2017.

Abstract | Links | BibTeX | Tags: HPC

Mario Coppo, Mariangiola Dezani-Ciancaglini, Alejandro D'ıaz-Caro, Ines Margaria, Maddalena Zacchi

Retractions in Intersection Types Proceedings Article

In: Kobayashi, Naoki (Ed.): ITRS'16, pp. 31–47, 2017.

Links | BibTeX | Tags: lambda, rephrase

Joshua Romero, Everett H. Phillips, Gregory Ruetsch, Massimiliano Fatica, Filippo Spiga, Paolo Giannozzi

A Performance Study of Quantum ESPRESSO's PWscf Code on Multi-core and GPU Systems Proceedings Article

In: High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation - 8th International Workshop, PMBS 2017, Denver, CO, USA, November 13, 2017, Proceedings, pp. 67–87, 2017.

Links | BibTeX | Tags:

Wissam Abu Ahmad, Andrea Bartolini, Francesco Beneventi, Luca Benini, Andrea Borghesi, Marco Cicala, Privato Forestieri, Cosimo Gianfreda, Daniele Gregori, Antonio Libri, Filippo Spiga, Simone Tinti

Design of an Energy Aware Petaflops Class High Performance Cluster Based on Power Architecture Proceedings Article

In: 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2017, Orlando / Buena Vista, FL, USA, May 29 - June 2, 2017, pp. 964–973, 2017.

Links | BibTeX | Tags:

2016

Paolo Viviani, Marco Aldinucci, Roberto d'Ippolito

An hybrid linear algebra framework for engineering Proceedings Article

In: Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES) – Poster Abstracts, Fiuggi, Italy, 2016.

Abstract | Links | BibTeX | Tags: HPC, repara

Claudia Misale, Maurizio Drocco, Marco Aldinucci, Guy Tremblay

A Comparison of Big Data Frameworks on a Layered Dataflow Model Proceedings Article

In: Proc. of Intl. Workshop on High-Level Parallel Programming (HLPP), pp. 1–19, arXiv.org, Muenster, Germany, 2016.

Abstract | Links | BibTeX | Tags: rephrase, toreador

Fabio Tordini

The road towards a Cloud-based High-Performance solution for genomic data analysis PhD Thesis

Computer Science Department, University of Torino, Italy, 2016.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow

Bogdan Nicolae, Carlos H. A. Costa, Claudia Misale, Kostas Katrinis, Yoonho Park

Towards Memory-Optimized Data Shuffling Patterns for Big Data Analytics Proceedings Article

In: IEEE/ACM 16th Intl. Symposium on Cluster, Cloud and Grid Computing, CCGrid 2016, IEEE, Cartagena, Colombia, 2016.

Abstract | Links | BibTeX | Tags:

Paolo Viviani, Marco Aldinucci, Roberto d'Ippolito, Jean Lemeire, Dean Vucinic

A flexible numerical framework for engineering - a Response Surface Modelling application Unpublished

2016.

Abstract | BibTeX | Tags: HPC, repara, rephrase

Maurizio Drocco, Claudia Misale, Marco Aldinucci

A Cluster-As-Accelerator approach for SPMD-free Data Parallelism Proceedings Article

In: Proc. of 24th Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP), pp. 350–353, IEEE, Crete, Greece, 2016.

Abstract | Links | BibTeX | Tags: fastflow, rephrase

Vladimir Janjic, Christopher Brown, Kenneth MacKenzie, Kevin Hammond, Marco Danelutto, Marco Aldinucci, Jose Daniel Garcia

RPL: A Domain-Specific Language for Designing and Implementing Parallel C++ Applications Proceedings Article

In: Proc. of Intl. Euromicro PDP 2016: Parallel Distributed and network-based Processing, IEEE, Crete, Greece, 2016.

Abstract | Links | BibTeX | Tags: fastflow, rephrase

Marco Aldinucci, Sonia Campa, Marco Danelutto, Peter Kilpatrick, Massimo Torquati

Pool Evolution: A Parallel Pattern for Evolutionary and Symbolic Computing Journal Article

In: International Journal of Parallel Programming, vol. 44, no. 3, pp. 531–551, 2016, ISSN: 0885-7458.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase, repara

Fabio Tordini, Ivan Merelli, Pietro Liò, Luciano Milanesi, Marco Aldinucci

NuchaRt: embedding high-level parallel computing in R for augmented Hi-C data analysis Book Section

In: Publishing, Springer International (Ed.): Computational Intelligence Methods for Bioinformatics and Biostatistics, vol. 9874, pp. 259–272, Springer International Publishing, Cham (ZG), 2016, ISBN: 978-3-319-44331-7.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, repara

Fabio Tordini

A cloud solution for multi-omics data integration Proceedings Article

In: Proceedings of the 16th IEEE International Conference on Scalable Computing and Communication, pp. 559–566, IEEE Computer Society, 2016, (Best paper award).

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, rephrase

Manuel F. Dolz, David Rio Astorga, Javier Fernández, J. Daniel Garc'ıa, Félix Garc'ıa-Carballeira, Marco Danelutto, Massimo Torquati

Embedding Semantics of the Single-Producer/Single-Consumer Lock-Free Queue into a Race Detection Tool Proceedings Article

In: Proceedings of the 7th International Workshop on Programming Models and Applications for Multicores and Manycores, pp. 20–29, ACM, Barcelona, Spain, 2016, ISBN: 978-1-4503-4196-7.

Links | BibTeX | Tags: fastflow, repara

Andrea Bracciali, Marco Aldinucci, Murray Patterson, Tobias Marschall, Nadia Pisanti, Ivan Merelli, Massimo Torquati

pWhatsHap: efficient haplotyping for future generation sequencing Journal Article

In: BMC Bioinformatics, vol. 17, no. Suppl 11, pp. 342, 2016.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase, rephrase

Fabio Tordini, Marco Aldinucci, Luciano Milanesi, Pietro Liò, Ivan Merelli

The Genome Conformation as an Integrator of Multi-Omic Data: The Example of Damage Spreading in Cancer Journal Article

In: Frontiers in Genetics, vol. 7, no. 194, pp. 1–17, 2016.

Abstract | Links | BibTeX | Tags:

Bogdan Nicolae, Carlos H. A. Costa, Claudia Misale, Kostas Katrinis, Yoonho Park

Leveraging Adaptive I/O to Optimize Collective Data Shuffling Patterns for Big Data Analytics Journal Article

In: IEEE Transactions on Parallel and Distributed Systems, vol. PP, no. 99, 2016.

Abstract | Links | BibTeX | Tags:

Ilaria Castellani, Mariangiola Dezani-Ciancaglini, Ugo Liguoro

Secure Multiparty Sessions with Topics Proceedings Article

In: PLACES'16, pp. 1–12, 2016.

Links | BibTeX | Tags: lambda, rephrase

Ilaria Castellani, Mariangiola Dezani-Ciancaglini, Jorge A. Pérez

Self-Adaptation and Secure Information Flow in Multiparty Communications Journal Article

In: Formal Aspects of Computing, vol. 28, no. 4, pp. 669–696, 2016.

Links | BibTeX | Tags: lambda, rephrase

Mario Coppo, Mariangiola Dezani-Ciancaglini, Betti Venneri

Parallel Monitors for Self-adaptive Sessions Proceedings Article

In: PLACES'16, pp. 25–36, 2016.

Links | BibTeX | Tags: lambda, rephrase

Mariangiola Dezani-Ciancaglini, Silvia Ghilezan, Svetlana Jaksic, Jovanka Pantovic, Nobuko Yoshida

Denotational and Operational Preciseness of Subtyping: A Roadmap Proceedings Article

In: Theory and Practice of Formal Methods, pp. 155–172, 2016.

Links | BibTeX | Tags: lambda, rephrase

Mariangiola Dezani-Ciancaglini, Paola Giannini

Reversible Multiparty Sessions with Checkpoints Proceedings Article

In: EXPRESS/SOS'16, pp. 60–74, 2016.

Links | BibTeX | Tags: lambda, rephrase

2015

Paolo Inaudi

Progettazione e sviluppo di un provider libfabric per la rete ad alte prestazioni Ronniee/A3Cube Masters Thesis

Computer Science Department, University of Torino, 2015.

BibTeX | Tags: fastflow

Marco Aldinucci, Marco Danelutto, Maurizio Drocco, Peter Kilpatrick, Guilherme Peretti Pezzi, Massimo Torquati

The Loop-of-Stencil-Reduce paradigm Proceedings Article

In: Proc. of Intl. Workshop on Reengineering for Parallelism in Heterogeneous Parallel Platforms (RePara), pp. 172–177, IEEE, Helsinki, Finland, 2015.

Abstract | Links | BibTeX | Tags: fastflow, HPC, repara

Fabio Tordini, Maurizio Drocco, Ivan Merelli, Luciano Milanesi, Pietro Liò, Marco Aldinucci

NuChart-II: a graph-based approach for the analysis and interpretation of Hi-C data Proceedings Article

In: Serio, Clelia Di, Liò, Pietro, Nonis, Alessandro, Tagliaferri, Roberto (Ed.): Proc. of 11th Intl. Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB), pp. 298–311, Springer, Cambridge, UK, 2015, ISBN: 978-3-319-24461-7.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, paraphrase, repara

Maurizio Drocco, Claudia Misale, Guilherme Peretti Pezzi, Fabio Tordini, Marco Aldinucci

Memory-Optimised Parallel Processing of Hi-C Data Proceedings Article

In: Proc. of 23rd Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP), pp. 1–8, IEEE, 2015.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, impact, paraphrase, repara

Fabio Tordini, Maurizio Drocco, Claudia Misale, Luciano Milanesi, Pietro Liò, Ivan Merelli, Marco Aldinucci

Parallel Exploration of the Nuclear Chromosome Conformation with NuChart-II Proceedings Article

In: Proc. of 23rd Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP), IEEE, 2015.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, impact, paraphrase, repara

Paolo Viviani

Parallel Computing Techniques for High Energy Physics Masters Thesis

Physics Department, University of Torino, 2015.

Abstract | BibTeX | Tags: fastflow, impact

Ivan Merelli, Fabio Tordini, Maurizio Drocco, Marco Aldinucci, Pietro Liò, Luciano Milanesi

Integrating Multi-omic features exploiting Chromosome Conformation Capture data Journal Article

In: Frontiers in Genetics, vol. 6, no. 40, 2015, ISSN: 1664-8021.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow

Marco Aldinucci, Andrea Bracciali, Tobias Marschall, Murray Patterson, Nadia Pisanti, Massimo Torquati

High-Performance Haplotype Assembly Proceedings Article

In: Serio, Clelia Di, Liò, Pietro, Nonis, Alessandro, Tagliaferri, Roberto (Ed.): Computational Intelligence Methods for Bioinformatics and Biostatistics - 11th International Meeting, CIBB 2014, Cambridge, UK, June 26-28, 2014, Revised Selected Papers, pp. 245–258, Springer, Cambridge, UK, 2015.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow

Marco Aldinucci, Guilherme Peretti Pezzi, Maurizio Drocco, Concetto Spampinato, Massimo Torquati

Parallel Visual Data Restoration on Multi-GPGPUs using Stencil-Reduce Pattern Journal Article

In: International Journal of High Performance Computing Applications, vol. 29, no. 4, pp. 461–472, 2015.

Abstract | Links | BibTeX | Tags: fastflow, HPC, impact, paraphrase

Guilherme Peretti Pezzi, Evelyne Vaissié, Yann Viala, Denis Caromel, Philippe Gourbesville

Parallel profiling of water distribution networks using the Clément formula Journal Article

In: Applied Mathematics and Computation, vol. 267, pp. 83–95, 2015, ISSN: 0096-3003, (The Fourth European Seminar on Computing (ESCO 2014)).

Abstract | Links | BibTeX | Tags: impact

Mohammed Sourouri, Johannes Langguth, Filippo Spiga, Scott B. Baden, Xing Cai

CPU+GPU Programming of Stencil Computations for Resource-Efficient Use of GPU Clusters Proceedings Article

In: 18th IEEE International Conference on Computational Science and Engineering, CSE 2015, Porto, Portugal, October 21-23, 2015, pp. 17–26, 2015.

Links | BibTeX | Tags:

Jens Glaser, Trung Dac Nguyen, Joshua A. Anderson, Pak Lui, Filippo Spiga, Jaime A. Millan, David C. Morse, Sharon C. Glotzer

Strong scaling of general-purpose molecular dynamics simulations on GPUs Journal Article

In: Computer Physics Communications, vol. 192, pp. 97–107, 2015.

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2014

Michael G. Epitropakis, Andrea Bracciali, Marco Aldinucci, Emily Potts, Edmund K. Burke

Predictive scheduling for optimal cloud configuration Proceedings Article

In: Özcan, Ender, Burke, Edmund K., MCCollum, Barry (Ed.): Proc. of 10th Intl. Conference on the Practice and Theory of Automated Timetabling, PATAT, York, United Kingdom, 2014.

Links | BibTeX | Tags:

Marco Aldinucci, Sonia Campa, Marco Danelutto, Peter Kilpatrick, Massimo Torquati

Pool evolution: a domain specific parallel pattern Proceedings Article

In: Proc.of the 7th Intl. Symposium on High-level Parallel Programming and Applications (HLPP), Amsterdam, The Netherlands, 2014.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase, repara

Marco Aldinucci, Massimo Torquati, Maurizio Drocco, Guilherme Peretti Pezzi, Concetto Spampinato

FastFlow: Combining Pattern-Level Abstraction and Efficiency in GPGPUs Proceedings Article

In: GPU Technology Conference (GTC), San Jose, CA, USA, 2014.

Abstract | Links | BibTeX | Tags: fastflow, HPC, impact, paraphrase

Marco Aldinucci, Massimo Torquati, Maurizio Drocco, Guilherme Peretti Pezzi, Concetto Spampinato

An Overview of FastFlow: Combining Pattern-Level Abstraction and Efficiency in GPGPUs Proceedings Article

In: GPU Technology Conference (GTC), San Jose, CA, USA, 2014.

Abstract | Links | BibTeX | Tags: fastflow, HPC, impact, paraphrase

Daniele Buono, Marco Danelutto, Tiziano De Matteis, Gabriele Mencagli, Massimo Torquati

A Lightweight Run-Time Support For Fast Dense Linear Algebra on Multi-Core Proceedings Article

In: Proc. of the 12th International Conference on Parallel and Distributed Computing and Networks (PDCN 2014), IASTED, ACTA press, 2014.

BibTeX | Tags: fastflow

Marco Aldinucci, Massimo Torquati, Concetto Spampinato, Maurizio Drocco, Claudia Misale, Cristina Calcagno, Mario Coppo

Parallel stochastic systems biology in the cloud Journal Article

In: Briefings in Bioinformatics, vol. 15, no. 5, pp. 798–813, 2014, ISSN: 1467-5463.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, impact, paraphrase

Concetto Spampinato, Isaak Kavasidis, Marco Aldinucci, Carmelo Pino, Daniela Giordano, Alberto Faro

Discovering Biological Knowledge by Integrating High Throughput Data and Scientific Literature on the Cloud Journal Article

In: Concurrency and Computation: Practice and Experience, vol. 26, no. 10, pp. 1771–1786, 2014.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Sonia Campa, Marco Danelutto, Peter Kilpatrick, Massimo Torquati

Design patterns percolating to parallel programming framework implementation Journal Article

In: International Journal of Parallel Programming, vol. 42, no. 6, pp. 1012–1031, 2014, ISSN: 0885-7458.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase

Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati

Decision Tree Building on Multi-Core using FastFlow Journal Article

In: Concurrency and Computation: Practice and Experience, vol. 26, no. 3, pp. 800–820, 2014.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase

Guilherme Peretti Pezzi, Evelyne Vaissié, Yann Viala, Denis Caromel, Philippe Gourbesville

Parallel Profiling of Water Distribution Networks Using the Clément Formula Proceedings Article

In: 4th European Seminar on Computing, 2014.

Abstract | BibTeX | Tags: impact

Marco Aldinucci, Cristina Calcagno, Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Eva Sciacca, Salvatore Spinella, Massimo Torquati, Angelo Troina

On designing multicore-aware simulators for systems biology endowed with on-line statistics Journal Article

In: BioMed Research International, 2014.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, paraphrase

Marco Aldinucci, Maurizio Drocco, Guilherme Peretti Pezzi, Claudia Misale, Fabio Tordini, Massimo Torquati

Exercising high-level parallel programming on streams: a systems biology use case Proceedings Article

In: Proc. of 34th IEEE Intl. Conference on Distributed Computing Systems Workshops (ICDCSW), IEEE, Madrid, Spain, 2014.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, impact, paraphrase

Marco Aldinucci, Guilherme Peretti Pezzi, Maurizio Drocco, Fabio Tordini, Peter Kilpatrick, Massimo Torquati

Parallel video denoising on heterogeneous platforms Proceedings Article

In: Proc. of Intl. Workshop on High-level Programming for Heterogeneous and Hierarchical Parallel Systems (HLPGPU), 2014.

Abstract | Links | BibTeX | Tags: fastflow, impact, paraphrase

Claudia Misale

Accelerating Bowtie2 with a lock-less concurrency approach and memory affinity Proceedings Article

In: Aldinucci, Marco, D'Agostino, Daniele, Kilpatrick, Peter (Ed.): Proc. of Intl. Euromicro PDP 2014: Parallel Distributed and network-based Processing, IEEE, Torino, Italy, 2014, ((Best paper award)).

Abstract | Links | BibTeX | Tags: fastflow, paraphrase

Alessandro Secco, Irfan Uddin, Guilherme Peretti Pezzi, Massimo Torquati

Message passing on InfiniBand RDMA for parallel run-time supports Proceedings Article

In: Aldinucci, Marco, D'Agostino, Daniele, Kilpatrick, Peter (Ed.): Proc. of Intl. Euromicro PDP 2014: Parallel Distributed and network-based Processing, IEEE, Torino, Italy, 2014.

Abstract | Links | BibTeX | Tags: fastflow, impact, paraphrase

Maurizio Drocco, Marco Aldinucci, Massimo Torquati

A Dynamic Memory Allocator for heterogeneous platforms Proceedings Article

In: Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES) – Poster Abstracts, HiPEAC, Fiuggi, Italy, 2014.

Abstract | Links | BibTeX | Tags: fastflow, HPC

Claudia Misale, Giulio Ferrero, Massimo Torquati, Marco Aldinucci

Sequence alignment tools: one parallel pattern to rule them all? Journal Article

In: BioMed Research International, 2014.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow, paraphrase, repara

2013

Maurizio Drocco

Parallel stochastic simulators in systems biology: the evolution of the species Masters Thesis

Computer Science Department, University of Torino, Italy, 2013.

Abstract | Links | BibTeX | Tags: fastflow

Marco Aldinucci, Fabio Tordini, Maurizio Drocco, Massimo Torquati, Mario Coppo

Parallel stochastic simulators in system biology: the evolution of the species Proceedings Article

In: Proc. of 21st Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP), IEEE, Belfast, Nothern Ireland, U.K., 2013.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow

Claudia Misale, Marco Aldinucci, Massimo Torquati

Memory affinity in multi-threading: the Bowtie2 case study Proceedings Article

In: Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES) – Poster Abstracts, HiPEAC, Fiuggi, Italy, 2013, ISBN: 9789038221908.

Abstract | Links | BibTeX | Tags: fastflow

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick, Carlo Montangero, Laura Semini

Managing Adaptivity in Parallel Systems Book Section

In: Beckert, Bernhard, Damiani, Ferruccio, Boer, Frank S., Bonsangue, Marcello M. (Ed.): Formal Methods for Components and Objects: Intl. Symposium, FMCO 2011, Torino, Italy, October 3-5, 2011, Revised Invited Lectures, vol. 7542, pp. 199–217, Springer, 2013, ISBN: 978-3-642-35886-9.

Abstract | Links | BibTeX | Tags: paraphrase

Marco Aldinucci, Sonia Campa, Peter Kilpatrick, Massimo Torquati

Structured Data Access Annotations for Massively Parallel Computations Proceedings Article

In: Euro-Par 2012 Workshops, Proc. of the ParaPhrase Workshop on Parallel Processing, pp. 381–390, Springer, 2013.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase

Marco Aldinucci, Sonia Campa, Marco Danelutto, Peter Kilpatrick, Massimo Torquati

Targeting Distributed Systems in FastFlow Proceedings Article

In: Euro-Par 2012 Workshops, Proc. of the CoreGrid Workshop on Grids, Clouds and P2P Computing, pp. 47–56, Springer, 2013.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase

Kevin Hammond, Marco Aldinucci, Chris Brown, Francesco Cesarini, Marco Danelutto, Horacio González-Vélez, Peter Kilpatrick, Rainer Keller, Michael Rossbory, Gilad Shainer

The ParaPhrase Project: Parallel Patterns for Adaptive Heterogeneous Multicore Systems Book Section

In: Beckert, Bernhard, Damiani, Ferruccio, Boer, Frank S., Bonsangue, Marcello M. (Ed.): Formal Methods for Components and Objects: Intl. Symposium, FMCO 2011, Torino, Italy, October 3-5, 2011, Revised Invited Lectures, vol. 7542, pp. 218–236, Springer, 2013, ISBN: 978-3-642-35886-9.

Abstract | Links | BibTeX | Tags: paraphrase

Marco Aldinucci, Sonia Campa, Fabio Tordini, Massimo Torquati, Peter Kilpatrick

An abstract annotation model for skeletons Book Section

In: Beckert, Bernhard, Damiani, Ferruccio, Boer, Frank S., Bonsangue, Marcello M. (Ed.): Formal Methods for Components and Objects: Intl. Symposium, FMCO 2011, Torino, Italy, October 3-5, 2011, Revised Invited Lectures, vol. 7542, pp. 257–276, Springer, 2013, ISBN: 978-3-642-35886-9.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase

2012

Marco Aldinucci, Concetto Spampinato, Maurizio Drocco, Massimo Torquati, Simone Palazzo

A Parallel Edge Preserving Algorithm for Salt and Pepper Image Denoising Proceedings Article

In: Djemal, K., Deriche, M., Puech, W., Ucan, Osman N. (Ed.): Proc. of 2nd Intl. Conference on Image Processing Theory Tools and Applications (IPTA), pp. 97–102, IEEE, Istambul, Turkey, 2012, ISBN: 978-1-4673-2582-0.

Abstract | Links | BibTeX | Tags: fastflow, impact

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick, Massimiliano Meneghin, Massimo Torquati

An Efficient Unbounded Lock-Free Queue for Multi-core Systems Proceedings Article

In: Proc. of 18th Intl. Euro-Par 2012 Parallel Processing, pp. 662–673, Springer, Rhodes Island, Greece, 2012.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick, Massimo Torquati

Targeting heterogeneous architectures via macro data flow Journal Article

In: Parallel Processing Letters, vol. 22, no. 2, 2012, ISSN: 0129-6264.

Abstract | Links | BibTeX | Tags: fastflow, paraphrase

Marco Aldinucci, Marco Danelutto, Massimo Torquati

FastFlow tutorial Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-12-04, 2012.

Links | BibTeX | Tags: fastflow

Massimo Torquati, Marco Vanneschi, Mehdi Amini, S. Guelton, Ronan Keryell, Vincent Lanore, F. -X. Pasquier, Michel Barreteau, R. Barrere, T. Petrisor, Eric Lenormand, C. Cantini, F. De Stefani

An innovative compilation tool-chain for embedded multi-core architectures Proceedings Article

In: Embedded World Conference, Nuremberg, Germany, 2012.

BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Lorenzo Anardu, Massimo Torquati, Peter Kilpatrick

Parallel patterns + Macro Data Flow for multi-core programming Proceedings Article

In: Proc. of Intl. Euromicro PDP 2012: Parallel Distributed and network-based Processing, pp. 27–36, IEEE, Garching, Germany, 2012.

Abstract | Links | BibTeX | Tags: fastflow

Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Elena Grassi, Eva Sciacca, Salvatore Spinella, Angelo Troina

Simulation techniques for the calculus of wrapped compartments Journal Article

In: Theoretical Computer Science, vol. 431, pp. 75–95, 2012.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Eva Sciacca, Salvatore Spinella, Massimo Torquati, Angelo Troina

On Parallelizing On-Line Statistics for Stochastic Biological Simulations Proceedings Article

In: Alexander, Michael, D'Ambra, Pasqua, Belloum, Adam, Bosilca, George, Cannataro, Mario, Danelutto, Marco, Martino, Beniamino Di, Gerndt, Michael, Jeannot, Emmanuel, Namyst, Raymond, Roman, Jean, Scott, Stephen L., Träff, Jesper Larsson, Vallée, Geoffroy, Weidendorfer, Josef (Ed.): Proc. of Euro-Par Workshops: 2nd Workshop on High Performance Bioinformatics and Biomedicine (HiBB), pp. 3–12, Springer, Bordeaux, France, 2012.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow

Fabio Tordini, Marco Aldinucci, Massimo Torquati

High-level lock-less programming for multicore Proceedings Article

In: Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES) – Poster Abstracts, HiPEAC, Fiuggi, Italy, 2012, ISBN: 9789038219875.

Abstract | Links | BibTeX | Tags: fastflow

Thomas Weigold, Marco Aldinucci, Marco Danelutto, Vladimir Getov

Process-Driven Biometric Identification by means of Autonomic Grid Components Journal Article

In: Int. J. of Autonomous and Adaptive Communications Systems, vol. 5, no. 3, pp. 274–291, 2012, ISSN: 1754-8632.

Abstract | Links | BibTeX | Tags:

Filippo Spiga, Ivan Girotto

phiGEMM: A CPU-GPU Library for Porting Quantum ESPRESSO on Hybrid Systems Proceedings Article

In: Proceedings of the 20th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2012, Munich, Germany, February 15-17, 2012, pp. 368–375, 2012.

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2011

C Grandi, B Bockelman, D Bonacorsi, I Fisk, Isidro González Caballero, Fabio Farina, M Hernández, Sanjay Padhi, Sabyasachi Sarkar, Andrea Sciabà, I Sfiligoi, F Spiga, M Úbeda García, D C Van Der Ster, Marian Zvada

CMS Distributed Computing Integration in the LHC sustained operations era Journal Article

In: vol. 331, pp. 062032, 2011.

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Cristina Calcagno, Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Eva Sciacca, Salvatore Spinella, Angelo Troina

Modelling Spatial Interactions in the Arbuscular Mycorrhizal Symbiosis using the Calculus of Wrapped Compartments Proceedings Article

In: Petre, Ion, Vink, Erik P. (Ed.): Proc. of 3rd Intl. Workshop on Computational Models for Cell Processes (CompMod), pp. 3–18, Aachen, Germany, 2011.

Abstract | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick, Vamir Xhagjika

LIBERO: a framework for autonomic management of multiple non-functional concerns Proceedings Article

In: Guarracino, M. R., Vivien, F., Träff, J. L., Cannataro, M., Danelutto, M., Hast, A., Perla, F., Knüpfer, A., Martino, B. Di, Alexander, M. (Ed.): Euro-Par 2010 Workshops, Proc. of the CoreGrid Workshop on Grids, Clouds and P2P Computing, pp. 237–245, Springer, Ischia, Italy, 2011.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Lorenzo Anardu, Marco Danelutto, Peter Kilpatrick, Massimo Torquati

Targeting multi cores by structured programming and data flow Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-11-13, 2011.

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick, Massimiliano Meneghin, Massimo Torquati

Accelerating code on multi-cores with FastFlow Proceedings Article

In: Jeannot, E., Namyst, R., Roman, J. (Ed.): Proc. of 17th Intl. Euro-Par 2011 Parallel Processing, pp. 170–181, Springer, Bordeaux, France, 2011.

Abstract | Links | BibTeX | Tags: fastflow

Marco Aldinucci, Andrea Bracciali, Pietro Liò, Anil Sorathiya, Massimo Torquati

StochKit-FF: Efficient Systems Biology on Multicore Architectures Proceedings Article

In: Guarracino, M. R., Vivien, F., Träff, J. L., Cannataro, M., Danelutto, M., Hast, A., Perla, F., Knüpfer, A., Martino, B. Di, Alexander, M. (Ed.): Euro-Par 2010 Workshops, Proc. of the 1st Workshop on High Performance Bioinformatics and Biomedicine (HiBB), pp. 167–175, Springer, Ischia, Italy, 2011.

Abstract | Links | BibTeX | Tags: bioinformatics

Marco Aldinucci, Maurizio Drocco, Daniela Giordano, Concetto Spampinato, Massimo Torquati

A Parallel Edge Preserving Algorithm for Salt and Pepper Image Denoising Technical Report

Università degli Studi di Torino, Dip. di Informatica, Italy no. 138/2011, 2011.

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Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati

Porting Decision Tree Building and Pruning Algorithms to Multicore using FastFlow Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-11-06, 2011.

Links | BibTeX | Tags: fastflow

Marco Aldinucci, Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Massimo Torquati, Angelo Troina

On Designing Multicore-Aware Simulators for Biological Systems Proceedings Article

In: Cotronis, Yiannis, Danelutto, Marco, Papadopoulos, George Angelos (Ed.): Proc. of 19th Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP), pp. 318–325, IEEE, Ayia Napa, Cyprus, 2011.

Abstract | Links | BibTeX | Tags: fastflow

Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Elena Grassi, Mike Guether, Angelo Troina

Modelling Ammonium Transporters in Arbuscular Mycorrhiza Symbiosis Journal Article

In: Transactions on Computational Systems Biology, vol. 6575, no. 13, pp. 85–109, 2011.

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2010

Marco Aldinucci, Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Massimo Torquati, Angelo Troina

On Designing Multicore-Aware Simulators for Biological Systems Technical Report

Università degli Studi di Torino, Dipartimento di Informatica, Italy no. 131/2010, 2010.

BibTeX | Tags: fastflow

Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati

Porting Decision Tree Algorithms to Multicore using FastFlow Proceedings Article

In: Balcázar, José L., Bonchi, Francesco, Gionis, Aristides, Sebag, Michèle (Ed.): Proc. of European Conference in Machine Learning and Knowledge Discovery in Databases (ECML PKDD), pp. 7–23, Springer, Barcelona, Spain, 2010.

Abstract | Links | BibTeX | Tags: fastflow

Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Elena Grassi, Eva Sciacca, Salvatore Spinella, Angelo Troina

Hybrid Calculus of Wrapped Compartments Proceedings Article

In: Ciobanu, Gabriel, Koutny, Maciej (Ed.): Proc. of 4th Workshop on Membrane Computing and Biologically Inspired Process Calculi (MeCBIC), pp. 102–120, Jena, Germany, 2010.

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Autonomic Management of Multiple Non-Functional Concerns in Behavioural Skeletons Book Section

In: Desprez, Frédéric, Getov, Vladimir, Priol, Thierry, Yahyapour, Ramin (Ed.): Grids, P2P and Services Computing, pp. 89–103, Springer, 2010.

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Marco Aldinucci, Andrea Bracciali, Pietro Liò, Anil Sorathiya, Massimo Torquati

StochKit-FF: Efficient Systems Biology on Multicore Architectures Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-10-12, 2010.

Abstract | Links | BibTeX | Tags: fastflow

Marco Aldinucci, Andrea Bracciali, Pietro Liò

Formal Synthetic Immunology Journal Article

In: ERCIM News, vol. 82, pp. 40–41, 2010, ISSN: 0926-4981.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow

Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati

Porting Decision Tree Algorithms to Multicore using FastFlow Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-10-11, 2010.

Abstract | Links | BibTeX | Tags: fastflow

Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Elena Grassi, Angelo Troina

Stochastic Calculus of Wrapped Compartments Proceedings Article

In: Pierro, Alessandra Di, Norman, Gethin (Ed.): Proc. of 8th Workshop on Quantitative Aspects of Programming Languages (QAPL), pp. 82–98, Paphos, Cyprus, 2010.

Abstract | BibTeX | Tags:

Marco Aldinucci, Massimiliano Meneghin, Massimo Torquati

Efficient Smith-Waterman on multi-core with FastFlow Proceedings Article

In: Danelutto, Marco, Gross, Tom, Bourgeois, Julien (Ed.): Proc. of Intl. Euromicro PDP 2010: Parallel Distributed and network-based Processing, pp. 195–199, IEEE, Pisa, Italy, 2010.

Abstract | Links | BibTeX | Tags: fastflow

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick, Massimiliano Meneghin, Massimo Torquati

Accelerating sequential programs using FastFlow and self-offloading Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-10-03, 2010.

Abstract | BibTeX | Tags: fastflow

CWC Simulator project Technical Manual

Sourceforge website 2010, (urlhttp://sourceforge.net/projects/cwcsimulator/).

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Marco Aldinucci

Efficient Parallel MonteCarlo with FastFlow Book Section

In: HPC-Europa2: Science and Supercomputing in Europe, research highlights 2010, Cineca, 2010.

Abstract | Links | BibTeX | Tags: bioinformatics, fastflow

Thomas Weigold, Marco Aldinucci, Marco Danelutto, Vladimir Getov

Integrating Autonomic Grid Components and Process-Driven Business Applications Proceedings Article

In: Vasilakos, Athanasios V., Beraldi, Roberto, Friedman, Roy, Mamei, Marco (Ed.): Autonomic Computing and Communications Systems Third International ICST Conference, Autonomics 2009, Limassol, Cyprus, September 9-11, 2009, Revised Selected Papers, pp. 98–113, Springer, Limassol, Cyprus, 2010, ISSN: 1867-8211.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Skeletons for multi/many-core systems Proceedings Article

In: Chapman, Barbara, Desprez, Frédéric, Joubert, Gerhard R., Lichnewsky, Alain, Peters, Frans, Priol, Thierry (Ed.): Parallel Computing: From Multicores and GPU's to Petascale (Proc. of PARCO 2009, Lyon, France), pp. 265–272, IOS press, Lyon, France, 2010.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Massimiliano Meneghin, Massimo Torquati, Peter Kilpatrick

Efficient streaming applications on multi-core with FastFlow: The biosequence alignment test-bed Book Chapter

In: vol. 19, pp. 273–280, Elsevier, 2010.

Abstract | Links | BibTeX | Tags: fastflow

2009

Marco Aldinucci, Massimo Torquati, Massimiliano Meneghin

FastFlow: Efficient Parallel Streaming Applications on Multi-core Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-09-12, 2009.

Abstract | Links | BibTeX | Tags: fastflow

Marco Aldinucci, Hinde Lilia Bouziane, Marco Danelutto, Christian Pérez

STKM on SCA: a Unified Framework with Components, Workflows and Algorithmic Skeletons Proceedings Article

In: Proc. of 15th Intl. Euro-Par 2009 Parallel Processing, pp. 678–690, Springer, Delft, The Netherlands, 2009.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Autonomic management of multiple non-functional concerns in behavioural skeletons Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-09-10, 2009.

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Autonomic management of non-functional concerns in distributed and parallel application programming Proceedings Article

In: Proc. of Intl. Parallel & Distributed Processing Symposium (IPDPS), pp. 1–12, IEEE, Rome, Italy, 2009.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Co-design of distributed systems using skeletons and autonomic management abstractions Proceedings Article

In: César, E., Alexander, M., Streit, A., Träff, J. L., Cérin, C., Knüpfer, A., Kranzlmüller, D., Jha, S. (Ed.): Euro-Par 2008 Workshops - Parallel Processing, Selected Papers, pp. 403–414, Springer, Las Palmas, Spain, 2009, ISBN: 978-3-642-00954-9.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Towards hierarchical management of autonomic components: a case study Proceedings Article

In: Baz, Didier El, Gross, Tom, Spies, Francois (Ed.): Proc. of Intl. Euromicro PDP 2009: Parallel Distributed and network-based Processing, pp. 3–10, IEEE, Weimar, Germany, 2009.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Massimo Torquati

FastFlow website Technical Manual

2009, (urlhttp://mc-fastflow.sourceforge.net/).

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Marco Aldinucci, Sonia Campa, Patrizio Dazzi, Nicola Tonellotto

GridComp website Technical Manual

2009, (urlhttp://gridcomp.ercim.org/).

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Semi-formal models to support program development: autonomic management within component based parallel and distributed programming Proceedings Article

In: Boer, Frank S., Bonsangue, Marcello M., Madelaine, Eric (Ed.): Formal Methods for Components and Objects: 7th Intl. Symposium, FMCO 2008, Sophia-Antipolis, France, October 20 - 24, 2008, Revised Lectures, pp. 204–225, Springer, 2009.

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2008

Marco Aldinucci, Gabriel Antoniu, Marco Danelutto, Mathieu Jan

Fault-Tolerant Data Sharing for High-level Grid Programming: A Hierarchical Storage Architecture Book Section

In: Bubak, Marian, Gorlatch, Sergei, Priol, Thierry (Ed.): Achievements in European Research on Grid Systems, pp. 67–81, Springer, Kraków, Poland, 2008, ISBN: 978-0-387-72811-7.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Hinde Lilia Bouziane, Christian Pérez

Towards Software Component Assembly Language Enhanced with Workflows and Skeletons Proceedings Article

In: Proc. of the ACM SIGPLAN Component-Based High Performance Computing (CBHPC), pp. 1–11, ACM, Karlsruhe, Germany, 2008, ISBN: 978-1-60558-311-2.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Hinde Lilia Bouziane, Christian Pérez

Towards a Spatio-Temporal sKeleton Model implementation on top of SCA Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0171, 2008.

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Marco Aldinucci, Marco Danelutto

Securing skeletal systems with limited performance penalty: the Muskel experience Journal Article

In: Journal of Systems Architecture, vol. 54, no. 9, pp. 868–876, 2008.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Sonia Campa, Marco Danelutto, Patrizio Dazzi, Peter Kilpatrick, Domenico Laforenza, Nicola Tonellotto

Behavioural skeletons for component autonomic management on grids Book Section

In: Danelutto, Marco, Frangopoulou, Paraskevi, Getov, Vladimir (Ed.): Making Grids Work, pp. 3–16, Springer, 2008, ISBN: 978-0-387-78447-2.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Giorgio Zoppi, Peter Kilpatrick

Advances in Autonomic Components & Services Proceedings Article

In: Priol, Thierry, Vanneschi, Marco (Ed.): From Grids To Service and Pervasive Computing (Proc. of the CoreGRID Symposium 2008), pp. 3–18, Springer, Las Palmas, Spain, 2008, ISBN: 978-0-387-09454-0.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Emilio Tuosto

Towards a Formal Semantics for Autonomic Components Proceedings Article

In: Priol, Thierry, Vanneschi, Marco (Ed.): From Grids To Service and Pervasive Computing (Proc. of the CoreGRID Symposium 2008), pp. 31–45, Springer, Las Palmas, Spain, 2008, ISBN: 978-0-387-09454-0.

Abstract | Links | BibTeX | Tags:

Ana-Maria Oprescu, Thilo Kielmann, Marco Danelutto, Marco Aldinucci

Autonomic Behavior of Grid Applications using Component Platforms Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0156, 2008.

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Marco Aldinucci, Marco Danelutto, Hinde Lilia Bouziane, Christian Pérez

Towards Software Component Assembly Language Enhanced with Workflows and Skeletons Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0153, 2008.

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Marco Aldinucci, Sonia Campa, Massimo Coppola, Marco Danelutto, Giorgio Zoppi, Alessandro Basso, Alexander Bolotov, Francoise Baude, Hinde Lilia Bouziane, Denis Caromel, Ludovic Henrio, Christian Pérez, Jose Cunha, Classen Michael, Philipp Classen, Christian Lengauer, J. Cohen, S. Mc Gough, Natalia Currle-Linde, Patrizio Dazzi, Nicola Tonellotto, Jan Dünnweber, Sergei Gorlatch, Peter Kilpatrick, Nadia Ranaldo, Eugenio Zimeo

Proceedings of the Programming Model Institute Technical meeting 2008 Technical Report

Institute of Programming Model, CoreGRID - Network of Excellence no. TR-0138, 2008.

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick, Patrizio Dazzi

From Orc Models to Distributed Grid Java code Proceedings Article

In: Gorlatch, Sergei, Fragopoulou, Paraskevi, Priol, Thierry (Ed.): Proc. of the Integrated Research in Grid Computing Workshop, pp. 2–13, Hersonissos, Crete, Greece, 2008.

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Marco Aldinucci, Emilio Tuosto

Toward a Formal Semantics for Autonomic Components Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-08-08, 2008.

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Marco Aldinucci, Anne Benoit

Automatic mapping of ASSIST applications using process algebra Journal Article

In: Parallel Processing Letters, vol. 18, no. 1, pp. 175–188, 2008, ISSN: 0129-6264.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Hierarchical autonomic management: a case study with skeletal systems Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0127, 2008.

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Marco Aldinucci, Sonia Campa, Marco Danelutto, Marco Vanneschi, Patrizio Dazzi, Domenico Laforenza, Nicola Tonellotto, Peter Kilpatrick

Behavioural skeletons in GCM: autonomic management of grid components Proceedings Article

In: Baz, Didier El, Bourgeois, Julien, Spies, Francois (Ed.): Proc. of Intl. Euromicro PDP 2008: Parallel Distributed and network-based Processing, pp. 54–63, IEEE, Toulouse, France, 2008.

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Marco Aldinucci, Massimo Torquati, Marco Vanneschi, Pierfrancesco Zuccato

The VirtuaLinux Storage Abstraction Layer for Efficient Virtual Clustering Proceedings Article

In: Baz, Didier El, Bourgeois, Julien, Spies, Francois (Ed.): Proc. of Intl. Euromicro PDP 2008: Parallel Distributed and network-based Processing, pp. 619–627, IEEE, Toulouse, France, 2008.

Abstract | Links | BibTeX | Tags:

Marco Aldinucci, Marco Danelutto, Peter Kilpatrick, Patrizio Dazzi

From Orc Models to Distributed Grid Java code Book Section

In: Gorlatch, Sergei, Fragopoulou, Paraskevi, Priol, Thierry (Ed.): Grid Computing: Achievements and Prospects, pp. 13–24, Springer, 2008, ISBN: 978-0-387-09456-4.

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

A framework for prototyping and reasoning about grid systems Proceedings Article

In: Bischof, C., Bücker, M., Gibbon, P., Joubert, G. R., Lippert, T., Mohr, B., Peters, F. J. (Ed.): Parallel Computing: Architectures, Algorithms and Applications, pp. 235–242, IOS press, Germany, 2008, ISBN: 9781586037963.

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Carlo Bertolli, Romano Fantacci, Gabriele Mencagli, Daniele Tarchi, Marco Vanneschi

Next generation grids and wireless communication networks: towards a novel integrated approach Journal Article

In: Wireless Communications and Mobile Computing, 2008, (To appear).

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Marco Aldinucci, Marco Danelutto, Massimo Torquati, Francesco Polzella, Gianmarco Spinatelli, Marco Vanneschi, Alessandro Gervaso, Manuel Cacitti, Pierfrancesco Zuccato

VirtuaLinux: virtualized high-density clusters with no single point of failure Proceedings Article

In: Bischof, C., Bücker, M., Gibbon, P., Joubert, G. R., Lippert, T., Mohr, B., Peters, F. J. (Ed.): Parallel Computing: Architectures, Algorithms and Applications, pp. 355–362, IOS press, The Netherlands, 2008.

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2007

Marco Aldinucci, Marco Danelutto, Patrizio Dazzi

MUSKEL: an expandable skeleton environment Journal Article

In: Scalable Computing: Practice and Experience, vol. 8, no. 4, pp. 325–341, 2007.

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Marco Danelutto, Marcelo Pasin, Marco Vanneschi, Patrizio Dazzi, Luigi Presti, Domenico Laforenza

PAL: Exploiting Java Annotations for Parallelism Book Section

In: Bubak, Marian, Gorlatch, Sergei, Priol, Thierry (Ed.): Achievements in European Research on Grid Systems, pp. 83–96, Springer, Kraków, Poland, 2007.

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Carlo Bertolli, Massimo Coppola, Corrado Zoccolo

The co-replication methodology and its application to structured parallel programs Proceedings Article

In: CompFrame '07: Proc. of the 2007 symposium on Component and framework technology in high-performance and scientific computing, pp. 39–48, ACM, Montreal, Quebec, Canada, 2007, ISBN: 978-1-59593-867-1.

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Marco Aldinucci, Marco Danelutto

Skeleton based parallel programming: functional and parallel semantic in a single shot Journal Article

In: Computer Languages, Systems and Structures, vol. 33, no. 3-4, pp. 179–192, 2007.

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Thierry Priol, Marco Vanneschi (Ed.)

Toward Next Generation Grids, Proc. of the CorGRID Symposium 2007 Proceedings

Springer, Rennes, France, 2007.

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Massimo Coppola, Domenico Laforenza, Nicola Tonellotto, Marco Danelutto, Marco Vanneschi, Corrado Zoccolo

Managing User Expectation with Component Performance Contracts Proceedings Article

In: Proc. of the Workshop on Usage of Service Level Agreements in Grids, Springer, Austin, TX, USA, 2007.

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Adding metadata to Orc to support reasoning about grid programming Proceedings Article

In: Priol, Thierry, Vanneschi, Marco (Ed.): Towards Next Generation Grids (Proc. of the CoreGRID Symposium 2007), pp. 205–214, Springer, Rennes, France, 2007, ISBN: 978-0-387-72497-3.

Abstract | Links | BibTeX | Tags:

Marco Danelutto, Marco Aldinucci, Peter Kilpatrick

Prototyping and reasoning about distributed systems: an Orc based framework Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0102, 2007.

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Management in distributed systems: a semi-formal approach Proceedings Article

In: Kermarrec, A. -M., Bougé, L., Priol, T. (Ed.): Proc. of 13th Intl. Euro-Par 2007 Parallel Processing, pp. 651–661, Springer, Rennes, France, 2007, ISBN: 978-3-540-74465-8.

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Marco Aldinucci, Sonia Campa, Marco Danelutto, Patrizio Dazzi, Peter Kilpatrick, Domenico Laforenza, Nicola Tonellotto

Behavioural skeletons for component autonomic management on grids Proceedings Article

In: CoreGRID Workshop on Grid Programming Model, Grid and P2P Systems Architecture, Grid Systems, Tools and Environments, Heraklion, Crete, Greece, 2007.

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Marco Aldinucci, Pierfrancesco Zuccato

Virtual clusters with no single point of failure Proceedings Article

In: Intl. Supercomputing Conference (ISC2007), Poster session, Dresden, Germany, 2007.

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Marco Aldinucci, Massimo Torquati, Marco Vanneschi, Manuel Cacitti, Alessandro Gervaso, Pierfrancesco Zuccato

VirtuaLinux Design Principles Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-07-13, 2007.

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Cristian Dittamo, Antonio Cisternino, Marco Danelutto

Parallelization of C# Programs Through Annotations Proceedings Article

In: Proc. of Practical Aspects of High-Level Parallel Programming Workshop (PAPP, co-located with ICCS 2007), pp. 585–592, Springer, Beijing, China, 2007.

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Marco Aldinucci, Sonia Campa, Marco Danelutto, Peter Kilpatrick, Patrizio Dazzi, Domenico Laforenza, Nicola Tonellotto

Behavioural skeletons for component autonomic management on grids Technical Report

Università di Pisa, Dipartimento di Informatica no. TR-07-12, 2007.

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Orc + metadata supporting grid programming Technical Report

Università di Pisa, Dipartimento di Informatica no. TR-07-10, 2007.

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Peter Kilpatrick, Marco Danelutto, Marco Aldinucci

Deriving Grid Applications from Abstract Models Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0085, 2007.

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Marco Aldinucci, Marco Danelutto, Peter Kilpatrick

Management in distributed systems: a semi-formal approach Technical Report

Università di Pisa, Dipartimento di Informatica no. TR-07-05, 2007.

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Marco Aldinucci, Marco Danelutto

The cost of security in skeletal systems Proceedings Article

In: D'Ambra, Pasqua, Guarracino, Mario Rosario (Ed.): Proc. of Intl. Euromicro PDP 2007: Parallel Distributed and network-based Processing, pp. 213–220, IEEE, Napoli, Italia, 2007.

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Nicola Tonellotto, Domenico Laforenza, Marco Danelutto, Marco Vanneschi, Corrado Zoccolo

A Performance Model for Stream-Based Computations Proceedings Article

In: D'Ambra, Pasqua, Guarracino, Mario Rosario (Ed.): Proc. of Intl. Euromicro PDP 2007: Parallel Distributed and network-based Processing, pp. 91–96, IEEE, Napoli, Italia, 2007.

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Marco Aldinucci, Sonia Campa, Massimo Coppola, Marco Danelutto, Corrado Zoccolo, Francoise André, Jérémy Buisson

An abstract schema modeling adaptivity management Book Section

In: Gorlatch, Sergei, Danelutto, Marco (Ed.): Integrated Research in Grid Computing, pp. 89–102, Springer, 2007, ISBN: 978-0-387-47656-8.

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Marco Aldinucci, Anne Benoit

Towards the Automatic Mapping of ASSIST Applications for the Grid Book Section

In: Gorlatch, Sergei, Danelutto, Marco (Ed.): Integrated Research in Grid Computing, pp. 73–87, Springer, 2007, ISBN: 978-0-387-47656-8.

Abstract | Links | BibTeX | Tags:

Jan Dünnweber, Sergei Gorlatch, Sonia Campa, Marco Aldinucci, Marco Danelutto

Adaptable Parallel Components for Grid Programming Book Section

In: Gorlatch, Sergei, Danelutto, Marco (Ed.): Integrated Research in Grid Computing, pp. 43–57, Springer, 2007, ISBN: 978-0-387-47656-8.

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Massimo Coppola, Marco Danelutto, Nicola Tonellotto, Marco Vanneschi, Corrado Zoccolo

Execution Support of High Performance Heterogeneous Component-Based Applications on the Grid Proceedings Article

In: Lehner, Wolfgang, Meyer, Norbert, Streit, Achim, Stewart, Craig (Ed.): in Proc. of Euro-Par 2006 Workshops: Parallel Processing, CoreGRID 2006, UNICORE Summit 2006, Petascale Computational Biology and Bioinformatics, Dresden, Germany, August 29-September 1, 2006, Revised Selected Papers, pp. 171–185, Springer, 2007.

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Marco Vanneschi, Luca Veraldi

Dynamicity in distributed applications: issues, problems and the ASSIST approach Journal Article

In: Parallel Computing, vol. 33, no. 12, pp. 822–845, 2007, ISSN: 0167-8191.

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Marcelo Pasin, Pierre Kuonen, Marco Danelutto, Marco Aldinucci

Skeleton Parallel Programming and Parallel Objects Book Section

In: Gorlatch, Sergei, Danelutto, Marco (Ed.): Integrated Research in Grid Computing, pp. 59–71, Springer, 2007, ISBN: 978-0-387-47656-8.

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Marco Aldinucci, Massimo Torquati, Pierfrancesco Zuccato

Virtualinux website Technical Manual

2007, (urlhttp://virtualinux.sourceforge.net/).

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2006

Marco Aldinucci, Francoise André, Jérémy Buisson, Sonia Campa, Massimo Coppola, Marco Danelutto, Corrado Zoccolo

Parallel program/component adaptivity management Proceedings Article

In: Joubert, G. R., Nagel, W. E., Peters, F. J., Plata, O., Tirado, P., Zapata, E. (Ed.): Parallel Computing: Current & Future Issues of High-End Computing (Proc. of PARCO 2005, Malaga, Spain), pp. 89–96, John von Neumann Institute for Computing, Germany, 2006.

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Marco Aldinucci, Marco Danelutto, Gianni Giaccherini, Massimo Torquati, Marco Vanneschi

Towards a distributed scalable data service for the grid Proceedings Article

In: Joubert, G. R., Nagel, W. E., Peters, F. J., Plata, O., Tirado, P., Zapata, E. (Ed.): Parallel Computing: Current & Future Issues of High-End Computing (Proc. of PARCO 2005, Malaga, Spain), pp. 73–80, John von Neumann Institute for Computing, Germany, 2006.

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Marco Aldinucci, Marco Danelutto, Andrea Paternesi, Roberto Ravazzolo, Marco Vanneschi

Building interoperable grid-aware ASSIST applications via WebServices Proceedings Article

In: Joubert, G. R., Nagel, W. E., Peters, F. J., Plata, O., Tirado, P., Zapata, E. (Ed.): Parallel Computing: Current & Future Issues of High-End Computing (Proc. of PARCO 2005, Malaga, Spain), pp. 145–152, John von Neumann Institute for Computing, Germany, 2006, ISBN: 3000173528.

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Marco Aldinucci, Gabriel Antoniu, Marco Danelutto, Mathieu Jan

Fault-Tolerant Data Sharing for High-level Grid Programming: A Hierarchical Storage Architecture Proceedings Article

In: Bubak, Marian, Gorlatch, Sergei, Priol, Thierry (Ed.): Proc. of the Integrated Research in Grid Computing Workshop, pp. 177–188, Academic Computing Centre CYFRONET AGH, Kraków, Poland, 2006.

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Marco Aldinucci, Gabriel Antoniu, Marco Danelutto, Mathieu Jan

Fault-Tolerant Data Sharing for High-level Grid Programming: A Hierarchical Storage Architecture Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0058, 2006.

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Marco Aldinucci, Carlo Bertolli, Sonia Campa, Massimo Coppola, Marco Vanneschi, Luca Veraldi, Corrado Zoccolo

Self-Configuring and Self-Optimising Grid Components in the GCM model and their ASSIST Implementation Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-06-13, 2006.

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Marco Aldinucci, Carlo Bertolli, Sonia Campa, Massimo Coppola, Marco Vanneschi, Luca Veraldi, Corrado Zoccolo

Self-configuring and self-optimizing grid components in the GCM model and their ASSIST implementation Proceedings Article

In: Proc. of. HPC-GECO/Compframe (held in conjunction with HPDC-15), pp. 45–52, IEEE, Paris, France, 2006.

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Marco Aldinucci, Marco Danelutto, Marco Vanneschi

Autonomic QoS in ASSIST Grid-aware components Proceedings Article

In: Proc. of Intl. Euromicro PDP 2006: Parallel Distributed and network-based Processing, pp. 221–230, IEEE, Montbéliard, France, 2006.

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Marco Aldinucci, Marco Danelutto

The cost of security in skeletal systems Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-06-03, 2006.

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Marco Aldinucci, Marco Danelutto

Algorithmic skeletons meeting grids Journal Article

In: Parallel Computing, vol. 32, no. 7, pp. 449–462, 2006.

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Marco Aldinucci, Massimo Coppola, Marco Danelutto, Nicola Tonellotto, Marco Vanneschi, Corrado Zoccolo

High level grid programming with ASSIST Journal Article

In: Computational Methods in Science and Technology, vol. 12, no. 1, pp. 21–32, 2006.

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Marco Aldinucci, Massimo Coppola, Marco Danelutto, Marco Vanneschi, Corrado Zoccolo

ASSIST as a research framework for high-performance Grid programming environments Book Section

In: Cunha, J. C., Rana, O. F. (Ed.): Grid Computing: Software environments and Tools, pp. 230–256, Springer, 2006, ISBN: 978-1-85233-998-2.

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Marco Aldinucci, Massimo Coppola, Sonia Campa, Marco Danelutto, Marco Vanneschi, Corrado Zoccolo

Structured implementation of component based grid programming environments Book Section

In: Getov, Vladimir, Laforenza, Domenico, Reinefeld, Alexander (Ed.): Future Generation Grids, pp. 217–239, Springer, 2006, ISBN: 978-0-387-27935-0.

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2005

Marco Aldinucci, Marco Danelutto, Andrea Paternesi, Roberto Ravazzolo, Marco Vanneschi

Building Interoperable Grid-aware ASSIST Applications via Web Services Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-05-24, 2005.

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Marco Aldinucci, Francoise André, Jérémy Buisson, Sonia Campa, Massimo Coppola, Marco Danelutto, Corrado Zoccolo

Parallel program/component adaptivity management Proceedings Article

In: Gorlatch, Sergei, Danelutto, Marco (Ed.): Proc. of the Integrated Research in Grid Computing Workshop, pp. 95–104, Università di Pisa, Dipartimento di Informatica, Pisa, Italy, 2005.

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Marco Aldinucci, Anne Benoit

Towards the Automatic Mapping of ASSIST Applications for the Grid Proceedings Article

In: Gorlatch, Sergei, Danelutto, Marco (Ed.): Proc. of the Integrated Research in Grid Computing Workshop, pp. 59–68, Università di Pisa, Dipartimento di Informatica, Pisa, Italy, 2005.

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Jan Dünnweber, Sergei Gorlatch, Sonia Campa, Marco Aldinucci, Marco Danelutto

Using Code Parameters for Component Adaptations Proceedings Article

In: Gorlatch, Sergei, Danelutto, Marco (Ed.): Proc. of the Integrated Research in Grid Computing Workshop, pp. 49–57, Università di Pisa, Dipartimento di Informatica, Pisa, Italy, 2005.

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Marcelo Pasin, Pierre Kuonen, Marco Danelutto, Marco Aldinucci

Skeleton Parallel Programming and Parallel Objects Proceedings Article

In: Gorlatch, Sergei, Danelutto, Marco (Ed.): Proc. of the Integrated Research in Grid Computing Workshop, pp. 115–124, Università di Pisa, Dipartimento di Informatica, Pisa, Italy, 2005.

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Marco Aldinucci, Marco Danelutto, Gianni Giaccherini, Massimo Torquati, Marco Vanneschi

Towards a distributed scalable data service for the Grid Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-05-21, 2005.

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Marco Aldinucci, Anne Benoit

Automatic mapping of ASSIST applications using process algebra Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0016, 2005.

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Marco Aldinucci, Marco Vanneschi, Matteo Villa

Grid technologies and c-business for SMEs Proceedings Article

In: Cunningham, P., Cunningham, M. (Ed.): Innovation and the Knowledge Economy: Issues, Applications, Case Studies (Proc. of Intl. conference eChallenges 2005), IOS press, Amsterdam, The Netherland, 2005.

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Marco Aldinucci, Marco Danelutto, Jan Dünnweber, Sergei Gorlatch

Optimization techniques for skeletons on grids Book Section

In: Grandinetti, L. (Ed.): Grid Computing and New Frontiers of High Performance Processing, vol. 14, pp. 255–273, Elsevier, 2005, ISSN: 09275452.

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Marco Aldinucci, Francoise André, Jérémy Buisson, Sonia Campa, Massimo Coppola, Marco Danelutto, Corrado Zoccolo

Parallel program/component adaptivity management Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0014, 2005.

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Marco Aldinucci, Alessandro Petrocelli, Edoardo Pistoletti, Massimo Torquati, Marco Vanneschi, Luca Veraldi, Corrado Zoccolo

Dynamic reconfiguration of grid-aware applications in ASSIST Proceedings Article

In: Cunha, J. C., Medeiros, P. D. (Ed.): Proc. of 11th Intl. Euro-Par 2005 Parallel Processing, pp. 771–781, Springer, 2005.

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Marco Aldinucci, Anne Benoit

Automatic mapping of ASSIST applications using process algebra Proceedings Article

In: Proc. of HLPP2005: Intl. Workshop on High-Level Parallel Programming, Warwick University, Coventry, UK 2005.

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Jan Dünnweber, Sergei Gorlatch, Sonia Campa, Marco Aldinucci, Marco Danelutto

Behavior Customization of Parallel Components Application Programming Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0002, 2005.

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Marco Aldinucci, Alessandro Petrocelli, Edoardo Pistoletti, Massimo Torquati, Marco Vanneschi, Luca Veraldi, Corrado Zoccolo

Dynamic reconfiguration of Grid-aware applications in ASSIST Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-05-05, 2005.

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Marco Aldinucci, Sergio Gusmeroli, Marco Vanneschi, Matteo Villa

SFIDA: interoperability in innovative c-business models for SMEs through an enabling Grid platform Proceedings Article

In: Pre-proc. of INTEROP-ESA: Intl. Conference on Interoperability on Enterprise Software and Applications, pp. 547–557, Geneva, Switzerland, 2005.

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Marco Aldinucci, Sonia Campa, Massimo Coppola, Marco Danelutto, Domenico Laforenza, Diego Puppin, Luca Scarponi, Marco Vanneschi, Corrado Zoccolo

Components for high performance Grid programming in Grid.it Proceedings Article

In: Getov, V., Kielmann, T. (Ed.): Proc. of the Intl. Workshop on Component Models and Systems for Grid Applications, pp. 19–38, Springer, Saint-Malo, France, 2005, ISBN: 978-0-387-23351-2.

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Marco Aldinucci, Marco Danelutto, Jan Dünnweber, Sergei Gorlatch

Optimization Techniques for Implementing Parallel Skeletons in Distributed Environments Technical Report

Institute on Programming Model, CoreGRID - Network of Excellence no. TR-0001, 2005.

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2004

Marco Aldinucci, Massimo Torquati

Accelerating apache farms through ad-HOC distributed scalable object repository Proceedings Article

In: Danelutto, Marco, Vanneschi, Marco, Laforenza, Domenico (Ed.): Proc. of 10th Intl. Euro-Par 2004 Parallel Processing, pp. 596–605, Springer, 2004.

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Marco Aldinucci, Sonia Campa, Massimo Coppola, Silvia Magini, Paolo Pesciullesi, Laura Potiti, Roberto Ravazzolo, Massimo Torquati, Corrado Zoccolo

Targeting heterogeneous architectures in ASSIST: Experimental results Proceedings Article

In: Danelutto, Marco, Vanneschi, Marco, Laforenza, Domenico (Ed.): Proc. of 10th Intl. Euro-Par 2004 Parallel Processing, pp. 638–643, Springer, 2004, ISBN: 978-3-540-22924-7.

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Marco Aldinucci, Marco Danelutto, Jan Dünnweber

Optimization Techniques for Implementing Parallel Skeletons in Grid Environments Proceedings Article

In: Gorlatch, S. (Ed.): Proc. of CMPP: Intl. Workshop on Constructive Methods for Parallel Programming, pp. 35–47, Universität Münster, Germany, Stirling, Scotland, UK, 2004.

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Marco Aldinucci, Massimo Torquati

Accelerating Apache farms through ad-HOC distributed scalable objects repository Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-04-08, 2004.

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Marco Aldinucci, Massimo Coppola, Marco Danelutto, Marco Vanneschi, Corrado Zoccolo

ASSIST as a Research Framework for High-performance Grid Programming Environments Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-04-09, 2004.

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Marco Aldinucci, Sonia Campa, Pierpaolo Ciullo, Massimo Coppola, Marco Danelutto, Paolo Pesciullesi, Roberto Ravazzolo, Massimo Torquati, Marco Vanneschi, Corrado Zoccolo

A framework for experimenting with structure parallel programming environment design Proceedings Article

In: Joubert, G. R., Nagel, W. E., Peters, F. J., Walter, W. V. (Ed.): Parallel Computing: Software Technology, Algorithms, Architectures and Applications (Proc. of PARCO 2003, Dresden, Germany), pp. 617–624, Elsevier, 2004, ISSN: 09275452.

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Marco Aldinucci, Marco Danelutto

An operational semantics for skeletons Proceedings Article

In: Joubert, G. R., Nagel, W. E., Peters, F. J., Walter, W. V. (Ed.): Parallel Computing: Software Technology, Algorithms, Architectures and Applications (Proc. of PARCO 2003, Dresden, Germany), pp. 63–70, Elsevier, Germany, 2004.

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2003

Marco Aldinucci

Dynamic shared data in structured parallel programming frameworks PhD Thesis

Computer Science Dept., University of Pisa, 2003.

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Marco Aldinucci

eskimo: experimenting with Skeletons in the Shared Address Model Journal Article

In: Parallel Processing Letters, vol. 13, no. 3, pp. 449–460, 2003, ISSN: 0129-6264.

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Marco Aldinucci, Sonia Campa, Pierpaolo Ciullo, Massimo Coppola, Marco Danelutto, Paolo Pesciullesi, Roberto Ravazzolo, Massimo Torquati, Marco Vanneschi, Corrado Zoccolo

ASSIST demo: a high level, high performance, portable, structured parallel programming environment at work Proceedings Article

In: Kosch, H., Böszörményi, L., Hellwagner, H. (Ed.): Proc. of 9th Intl. Euro-Par 2003 Parallel Processing, pp. 1295–1300, Springer, Klagenfurt, Austria, 2003.

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Marco Aldinucci, Sonia Campa, Pierpaolo Ciullo, Massimo Coppola, Silvia Magini, Paolo Pesciullesi, Laura Potiti, Roberto Ravazzolo, Massimo Torquati, Marco Vanneschi, Corrado Zoccolo

The Implementation of ASSIST, an Environment for Parallel and Distributed Programming Proceedings Article

In: Kosch, H., Böszörményi, L., Hellwagner, H. (Ed.): Proc. of 9th Intl Euro-Par 2003 Parallel Processing, pp. 712–721, Springer, Klagenfurt, Austria, 2003, ISBN: 978-3-540-40788-1.

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Marco Aldinucci, Marco Danelutto, Paolo Teti

An advanced environment supporting structured parallel programming in Java Journal Article

In: Future Generation Computer Systems, vol. 19, no. 5, pp. 611–626, 2003.

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Marco Aldinucci

eskimo: experimenting skeletons on the shared address model Proceedings Article

In: Proc. of HLPP2003: Intl. Workshop on High-Level Parallel Programming, pp. 89–100, Paris, France, 2003.

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2002

Marco Aldinucci, Marco Danelutto

An operational semantic for skeletons Technical Report

Università di Pisa, Dipartimento di Informatica, Italy no. TR-02-13, 2002.

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Marco Aldinucci

Automatic Program Transformation: The Meta Tool for Skeleton-based Languages Book Section

In: Gorlatch, Sergei, Lengauer, Christian (Ed.): Constructive Methods for Parallel Programming, pp. 59–78, Nova Science Publishers, NY, USA, 2002, ISBN: 1-59033-374-8.

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2001

Marco Aldinucci, Sergei Gorlatch, Christian Lengauer, Susanna Pelagatti

Towards Parallel Programming by Transformation: The FAN Skeleton Framework Journal Article

In: Parallel Algorithms and Applications, vol. 16, no. 2-3, pp. 87–121, 2001.

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2000

Marco Aldinucci

The Meta Transformation Tool for Skeleton-Based Languages Proceedings Article

In: Gorlatch, S., Lengauer, C. (Ed.): Proc. of CMPP: Intl. Workshop on Constructive Methods for Parallel Programming, pp. 53–68, Fakultät für mathematik und informatik Uni. Passau, Germany, 2000.

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Marco Danelutto

Task Farm Computations in Java Proceedings Article

In: Bubak, Marian, Afsarmanesh, Hamideh, Williams, Roy, Hertzberger, Louis O. (Ed.): Proc. of the 8th Intl. Conference on High-Performance Computing and Networking (HPCN Europe 2000), pp. 385–394, Springer, Amsterdam, The Netherlands, 2000, ISBN: 3-540-67553-1.

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Marco Danelutto, Geppino Pucci

A Compact, Thread-Safe Communication Library for Efficient Cluster Computing Proceedings Article

In: Bubak, Marian, Afsarmanesh, Hamideh, Williams, Roy, Hertzberger, Louis O. (Ed.): Proc. of the 8th Intl. Conference on High-Performance Computing and Networking (HPCN Europe 2000), pp. 407–416, Springer, Amsterdam, The Netherlands, 2000, ISBN: 3-540-67553-1.

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1999

Marco Aldinucci, Marco Danelutto

Stream parallel skeleton optimization Proceedings Article

In: Proc. of PDCS: Intl. Conference on Parallel and Distributed Computing and Systems, pp. 955–962, IASTED ACTA press, Cambridge, Massachusetts, USA, 1999.

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Primo Becuzzi, Massimo Coppola, Marco Vanneschi

Mining of Association Rules in Very Large Databases: A Structured Parallel Approach Proceedings Article

In: Amestoy, Patrick, Berger, Philippe, Daydé, Michel J., Duff, Iain S., Frayssé, Valérie, Giraud, Luc, Ruiz, Daniel (Ed.): Proc. of 5th Intl. Euro-Par '99 Parallel Processing, pp. 1441–1450, Springer, Toulouse, France, 1999, ISBN: 3-540-66443-2.

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1998

Marco Aldinucci, Massimo Coppola, Marco Danelutto

Rewriting skeleton programs: How to evaluate the data-parallel stream-parallel tradeoff Proceedings Article

In: Gorlatch, S. (Ed.): Proc. of CMPP: Intl. Workshop on Constructive Methods for Parallel Programming, pp. 44–58, Fakultät für mathematik und informatik Uni. Passau, Germany, 1998.

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