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Found 171 publication records. Showing 170 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | 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.  |
J. Ambient Intell. Humaniz. Comput.  |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci |
Experimenting With Normalization Layers in Federated Learning on Non-IID Scenarios. |
IEEE Access |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
Comput. Vis. Image Underst. |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Edoardo Santimaria, Samuele Fonio, Giulio Malenza, Iacopo Colonnelli, Marco Aldinucci |
Benchmarking Parallelization Models through Karmarkar's Interior-point method. |
PDP |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenzo Brescia, Marco Aldinucci |
Secure Generic Remote Workflow Execution with TEEs. |
WiDE@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Miruna Betianu, Abele Malan, Marco Aldinucci, Robert Birke, Lydia Y. Chen |
DALLMi: Domain Adaption for LLM-Based Multi-label Classifier. |
PAKDD (3) |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medic, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci |
Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci |
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci |
Benchmarking FedAvg and FedCurv for Image Classification Tasks. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci |
Model-Agnostic Federated Learning. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Bruno Casella, Walter Riviera, Marco Aldinucci, Gloria Menegaz |
MERGE: A model for multi-input biomedical federated learning. |
Patterns |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | William Fornaciari, Federico Reghenzani, Federico Terraneo, Davide Baroffio, Cecilia Metra, Martin Omaña 0001, 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. |
SAMOS |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Yasir Arfat, Gianluca Mittone, Iacopo Colonnelli, Fabrizio D'Ascenzo, Roberto Esposito, Marco Aldinucci |
Pooling critical datasets with Federated Learning. |
PDP |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Gianluca Mittone, Filip Svoboda, Marco Aldinucci, Nicholas D. Lane, Pietro Lió |
A Federated Learning Benchmark for Drug-Target Interaction. |
WWW (Companion Volume) |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Riccardo Martinelli, Massimo Torquati, Marco Aldinucci, Iacopo Colonnelli, Barbara Cantalupo |
CAPIO: a Middleware for Transparent I/O Streaming in Data- Intensive Workflows. |
HiPC |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Alessia Antelmi, Massimo Torquati, Daniele Gregori, Francesco Polzella, Gianmarco Spinatelli, Marco Aldinucci |
The SWH-Analytics Framework. |
itaDATA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Gianluca Mittone, Robert Birke, Marco Aldinucci |
Efficiently Distributed Federated Learning. |
Euro-Par Workshops |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Javier García Blas, Genaro Sanchez-Gallegos, Cosmin Petre, Alberto Riccardo Martinelli, Marco Aldinucci, Jesús Carretero 0001 |
Hercules: Scalable and Network Portable In-Memory Ad-Hoc File System for Data-Centric and High-Performance Applications. |
Euro-Par |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci |
Model-Agnostic Federated Learning. |
Euro-Par |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Robert Birke, Antonio Brogi, Emanuele Carlini, Massimo Coppola, Marco Danelutto, Patrizio Dazzi, Luca Ferrucci, Stefano Forti 0002, Hanna Kavalionak, Gabriele Mencagli, Matteo Mordacchini, Marcelo Pasin, Federica Paganelli, Massimo Torquati |
A Proposal for a Continuum-aware Programming Model: From Workflows to Services Autonomously Interacting in the Compute Continuum. |
COMPSAC |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Doriana Medic, Marco Aldinucci |
Towards formal model for location aware workflows. |
COMPSAC |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Mulone, Sherine Awad, Davide Chiarugi, Marco Aldinucci |
Porting the Variant Calling Pipeline for NGS data in cloud-HPC environment. |
COMPSAC |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Roberto Esposito, Mirko Polato, Marco Aldinucci |
Boosting Methods for Federated Learning. |
SEBD |
2023 |
DBLP BibTeX RDF |
|
| 1 | Jesús Carretero 0001, Javier García-Blas, Marco Aldinucci, Jean-Baptiste Besnard, Jean-Thomas Acquaviva, André Brinkmann, Marc-André Vef, Emmanuel Jeannot, Alberto Miranda, Ramon Nou, Morris Riedel, Massimo Torquati, Felix Wolf 0001 |
Adaptive multi-tier intelligent data manager for Exascale. |
CF |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medic, 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. |
CF |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Simone Palazzo, Bruno Casella, Marco Aldinucci |
Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning. |
ICCV (Workshops) |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
SC Workshops |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
Astron. Comput. |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Giovanni Agosta, Marco Aldinucci, Carlos Álvarez 0001, Roberto Ammendola, Yasir Arfat, Olivier Beaumont, Massimo Bernaschi, Andrea Biagioni, Tommaso Boccali, Bérenger Bramas, Carlo Brandolese, Barbara Cantalupo, Mauro Carrozzo, Daniele Cattaneo 0002, 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 Riccardo 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. |
Microprocess. Microsystems |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
CoRR |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Livio Bioglio, Cristina Calcagno, Mario Coppo, Ferruccio Damiani, Maurizio Drocco, Elena Grassi, Pablo Ramón, Eva Sciacca, Salvatore Spinella, Angelo Troina |
Modelling Biological and Ecological Systems with the Calculus of Wrapped Compartments. |
CoRR |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
CoRR |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato |
Decentralized Distributed Learning with Privacy-Preserving Data Synthesis. |
CoRR |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
Future Gener. Comput. Syst. |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 0001, 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. |
Technologies and Applications for Big Data Value |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci |
Benchmarking FedAvg and FedCurv for Image Classification Tasks. |
itaDATA |
2022 |
DBLP BibTeX RDF |
|
| 1 | 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. |
EMBC |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Mirko Polato, Roberto Esposito, Marco Aldinucci |
Boosting the Federation: Cross-Silo Federated Learning without Gradient Descent. |
IJCNN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Iacopo Colonnelli, Barbara Cantalupo, Ivan Merelli, Marco Aldinucci |
StreamFlow: Cross-Breeding Cloud With HPC. |
IEEE Trans. Emerg. Top. Comput. |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniele D'Agostino, Pietro Liò, Marco Aldinucci, Ivan Merelli |
Advantages of using graph databases to explore chromatin conformation capture experiments. |
BMC Bioinform. |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Francesco Rundo, Marco Aldinucci, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano 0002, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci |
An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans. |
Artif. Intell. Medicine |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Gianluca Bontempi, Ricardo Chavarriaga, Hans ed Canck, Emanuela Girardi, Holger H. Hoos, Iarla Kilbane-Dawe, Tonio Ball, Ann Nowé, Jose Sousa, Davide Bacciu, Marco Aldinucci, Manlio ed Domenico, Alessandro Saffiotti, Marco Maratea |
The CLAIRE COVID-19 initiative: approach, experiences and recommendations. |
Ethics Inf. Technol. |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
J. Parallel Distributed Comput. |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Iacopo Colonnelli, Barbara Cantalupo, Concetto Spampinato, Matteo Pennisi, Marco Aldinucci |
Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis. |
CoRR |
2021 |
DBLP BibTeX RDF |
|
| 1 | Daniele D'Agostino, Ivan Merelli, Marco Aldinucci, Daniele Cesini |
Hardware and Software Solutions for Energy-Efficient Computing in Scientific Programming. |
Sci. Program. |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
ISBI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Giovanni Agosta, Daniele Cattaneo 0002, 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, Bérenger Bramas, Lionel Eyraud-Dubois, Brice Goglin, Abdou Guermouche, Raymond Namyst, Samuel Thibault, Antonio Filgueras, Miquel Vidal, Carlos Álvarez 0001, Xavier Martorell, Ariel Oleksiak, Michal Kulczewski, Alessandro Lonardo, Piero Vicini, Francesca 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. |
DSD |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Carmelo Pino, Giuseppe Vecchio, Marco Fronda, Marco Calandri, Marco Aldinucci, Concetto Spampinato |
TwinLiverNet: Predicting TACE Treatment Outcome from CT scans for Hepatocellular Carcinoma using Deep Capsule Networks. |
EMBC |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Giovanni Agosta, Antonio Andreini, Claudio Agostino 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. |
CF |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Iacopo Colonnelli, Barbara Cantalupo, Roberto Esposito, Matteo Pennisi, Concetto Spampinato, Marco Aldinucci |
HPC Application Cloudification: The StreamFlow Toolkit (Invited Paper). |
PARMA-DITAM@HiPEAC |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | José Daniel García, David del Rio Astorga, Marco Aldinucci, Fabio Tordini, Marco Danelutto, Gabriele Mencagli, Massimo Torquati |
Challenging the abstraction penalty in parallel patterns libraries. |
J. Supercomput. |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Vasco Amaral 0001, Beatriz Norberto, Miguel Goulão, Marco Aldinucci, Siegfried Benkner, Andrea Bracciali, Paulo Carreira 0001, Edgars Celms, Luís Correia 0001, Clemens Grelck, Helen D. Karatza, Christoph W. Kessler, Peter Kilpatrick, Hugo F. M. C. Martiniano, Ilias Mavridis, Sabri Pllana, Ana Respício, José Simão, Luís Veiga, Ari Visa |
Programming languages for data-Intensive HPC applications: A systematic mapping study. |
Parallel Comput. |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Valeria Cardellini, Gabriele Mencagli, Massimo Torquati |
Data stream processing in HPC systems: New frameworks and architectures for high-frequency streaming. |
Parallel Comput. |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Iacopo Colonnelli, Barbara Cantalupo, Ivan Merelli, Marco Aldinucci |
StreamFlow: cross-breeding cloud with HPC. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
| 1 | Valentina Cesare, Iacopo Colonnelli, Marco Aldinucci |
Practical Parallelization of Scientific Applications. |
PDP |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul Metzger, Murray Cole, Christian Fensch, Marco Aldinucci, Enrico Bini |
Enforcing Deadlines for Skeleton-based Parallel Programming. |
RTAS |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Maurizio Drocco, Claudia Misale, Guy Tremblay |
Languages for Big Data analysis. |
Encyclopedia of Big Data Technologies |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Massimo Torquati, Daniele De Sensi, Gabriele Mencagli, Marco Aldinucci, Marco Danelutto |
Power-aware pipelining with automatic concurrency control. |
Concurr. Comput. Pract. Exp. |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
J. Supercomput. |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
Int. J. Parallel Program. |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
J. Parallel Distributed Comput. |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Clemens Grelck, Ewa Niewiadomska-Szynkiewicz, Marco Aldinucci, Andrea Bracciali, Elisabeth Larsson |
Why High-Performance Modelling and Simulation for Big Data Applications Matters. |
High-Performance Modelling and Simulation for Big Data Applications |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Maurizio Drocco, Paolo Viviani 0001, Iacopo Colonnelli, Marco Aldinucci, Marco Grangetto |
Accelerating Spectral Graph Analysis Through Wavefronts of Linear Algebra Operations. |
PDP |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Viviani 0001, Maurizio Drocco, Daniele Baccega, Iacopo Colonnelli, Marco Aldinucci |
Deep Learning at Scale. |
PDP |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniele D'Agostino, Pietro Liò, Marco Aldinucci, Ivan Merelli |
NeoHiC: A Web Application for the Analysis of Hi-C Data. |
CIBB |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Marco Danelutto, Maurizio Drocco, Peter Kilpatrick, Claudia Misale, Guilherme Peretti Pezzi, Massimo Torquati |
A parallel pattern for iterative stencil + reduce. |
J. Supercomput. |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Salvatore Cuomo, Marco Aldinucci, Massimo Torquati |
Guest Editorial for Programming Models and Algorithms for Data Analysis in HPC Systems. |
Int. J. Parallel Program. |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Gabriele Mencagli, Massimo Torquati, Fabio Lucattini, Salvatore Cuomo, Marco Aldinucci |
Harnessing sliding-window execution semantics for parallel stream processing. |
J. Parallel Distributed Comput. |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Viviani 0001, Maurizio Drocco, Marco Aldinucci |
Pushing the boundaries of parallel Deep Learning - A practical approach. |
CoRR |
2018 |
DBLP BibTeX RDF |
|
| 1 | Claudia Misale, Maurizio Drocco, Guy Tremblay, Alberto Riccardo Martinelli, Marco Aldinucci |
PiCo: High-performance data analytics pipelines in modern C++. |
Future Gener. Comput. Syst. |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Viviani 0001, Maurizio Drocco, Marco Aldinucci |
Scaling Dense Linear Algebra on Multicore and Beyond: A Survey. |
PDP |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Luca Padovani, Massimo Torquati (eds.) |
Euro-Par 2018: Parallel Processing - 24th International Conference on Parallel and Distributed Computing, Turin, Italy, August 27-31, 2018, Proceedings |
Euro-Par |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Sergio Rabellino, Marco Pironti, Filippo Spiga, Paolo Viviani 0001, Maurizio Drocco, Marco Guerzoni, Guido Boella, Marco Mellia, Paolo Margara, Idilio 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. |
CF |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Claudia Misale, Maurizio Drocco, Marco Aldinucci, Guy Tremblay |
A Comparison of Big Data Frameworks on a Layered Dataflow Model. |
Parallel Process. Lett. |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Concetto Spampinato, Simone Palazzo, Daniela Giordano, Marco Aldinucci, Rosalia Leonardi |
Deep learning for automated skeletal bone age assessment in X-ray images. |
Medical Image Anal. |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
Int. J. High Perform. Comput. Appl. |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Maurizio Drocco, Claudia Misale, Guy Tremblay, Marco Aldinucci |
A Formal Semantics for Data Analytics Pipelines. |
CoRR |
2017 |
DBLP BibTeX RDF |
|
| 1 | Marco Aldinucci, Stefano Bagnasco, Stefano Lusso, Paolo Pasteris, Sergio Rabellino, Sara Vallero |
OCCAM: a flexible, multi-purpose and extendable HPC cluster. |
CoRR |
2017 |
DBLP BibTeX RDF |
|
| 1 | Paolo Viviani 0001, Marco Aldinucci, Massimo Torquati, Roberto d'lppolito |
Multiple back-end support for the armadillo linear algebra interface. |
SAC |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Claudia Misale, Maurizio Drocco, Guy Tremblay, Marco Aldinucci |
PiCo: A Novel Approach to Stream Data Analytics. |
Euro-Par Workshops |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabio Tordini, Marco Aldinucci, Paolo Viviani 0001, Ivan Merelli, Pietro Liò |
Scientific Workflows on Clouds with Heterogeneous and Preemptible Instances. |
PARCO |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrea Bracciali, Marco Aldinucci, Murray Patterson, Tobias Marschall, Nadia Pisanti, Ivan Merelli, Massimo Torquati |
PWHATSHAP: efficient haplotyping for future generation sequencing. |
BMC Bioinform. |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Sonia Campa, Marco Danelutto, Peter Kilpatrick, Massimo Torquati |
Pool Evolution: A Parallel Pattern for Evolutionary and Symbolic Computing. |
Int. J. Parallel Program. |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Marco Danelutto, Maurizio Drocco, Peter Kilpatrick, Claudia Misale, Guilherme Peretti Pezzi, Massimo Torquati |
A parallel pattern for iterative stencil + reduce. |
CoRR |
2016 |
DBLP BibTeX RDF |
|
| 1 | Claudia Misale, Maurizio Drocco, Marco Aldinucci, Guy Tremblay |
A Comparison of Big Data Frameworks on a Layered Dataflow Model. |
CoRR |
2016 |
DBLP BibTeX RDF |
|
| 1 | Maurizio Drocco, Claudia Misale, Marco Aldinucci |
A Cluster-as-Accelerator Approach for SPMD-Free Data Parallelism. |
PDP |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Vladimir Janjic, Christopher Brown 0002, Kenneth MacKenzie, Kevin Hammond, Marco Danelutto, Marco Aldinucci, José Daniel García |
RPL: A Domain-Specific Language for Designing and Implementing Parallel C++ Applications. |
PDP |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Guilherme Peretti Pezzi, Maurizio Drocco, Concetto Spampinato, Massimo Torquati |
Parallel visual data restoration on multi-GPGPUs using stencil-reduce pattern. |
Int. J. High Perform. Comput. Appl. |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabio Tordini, Maurizio Drocco, Claudia Misale, Luciano Milanesi, Pietro Liò, Ivan Merelli, Marco Aldinucci |
Parallel Exploration of the Nuclear Chromosome Conformation with NuChart-II. |
PDP |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Masoud Daneshtalab, Marco Aldinucci, Ville Leppänen, Johan Lilius, Mats Brorsson (eds.) |
23rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2015, Turku, Finland, March 4-6, 2015 |
PDP |
2015 |
DBLP BibTeX RDF |
|
| 1 | Maurizio Drocco, Claudia Misale, Guilherme Peretti Pezzi, Fabio Tordini, Marco Aldinucci |
Memory-Optimised Parallel Processing of Hi-C Data. |
PDP |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabio Tordini, Ivan Merelli, Pietro Liò, Luciano Milanesi, Marco Aldinucci |
NuchaRt: Embedding High-Level Parallel Computing in R for Augmented Hi-C Data Analysis. |
CIBB |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Marco Danelutto, Maurizio Drocco, Peter Kilpatrick, Guilherme Peretti Pezzi, Massimo Torquati |
The Loop-of-Stencil-Reduce Paradigm. |
TrustCom/BigDataSE/ISPA (3) |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
Concurr. Comput. Pract. Exp. |
2014 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati |
Decision tree building on multi-core using FastFlow. |
Concurr. Comput. Pract. Exp. |
2014 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Sonia Campa, Marco Danelutto, Peter Kilpatrick, Massimo Torquati |
Design patterns percolating to parallel programming framework implementation. |
Int. J. Parallel Program. |
2014 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Massimo Torquati, Concetto Spampinato, Maurizio Drocco, Claudia Misale, Cristina Calcagno, Mario Coppo |
Parallel stochastic systems biology in the cloud. |
Briefings Bioinform. |
2014 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabio Tordini, Maurizio Drocco, Ivan Merelli, Luciano Milanesi, Pietro Liò, Marco Aldinucci |
NuChart-II: A Graph-Based Approach for Analysis and Interpretation of Hi-C Data. |
CIBB |
2014 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Aldinucci, Andrea Bracciali, Tobias Marschall, Murray Patterson, Nadia Pisanti, Massimo Torquati |
High-Performance Haplotype Assembly. |
CIBB |
2014 |
DBLP DOI BibTeX RDF |
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