Marco Aldinucci

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 92

Top Venues

CoRR

PDP

J. Supercomput.

Publications

Alessia Antelmi, Massimo Torquati, Giacomo Corridori, Daniele Gregori, Francesco Polzella, Gianmarco Spinatelli, Marco Aldinucci
Analyzing FOSS license usage in publicly available software at scale via the SWH-analytics framework. J. Supercomput. 80 (11) (2024)
Lorenzo Brescia, Marco Aldinucci
Secure Generic Remote Workflow Execution with TEEs. WiDE@EuroSys (2024)
Giulio Malenza, Valentina Cesare, Marco Aldinucci, Ugo Becciani, Alberto Vecchiato
Toward HPC application portability via C++ PSTL: the Gaia AVU-GSR code assessment. J. Supercomput. 80 (10) (2024)
Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Isaak Kavasidis, Ovidio De Filippo, M. Millesimo, Gaetano Maria de Ferrari, Marco Aldinucci, Daniela Giordano, Simone Palazzo, Fabrizio D'Ascenzo, Concetto Spampinato
A Convolutional-Transformer Model for FFR and iFR Assessment From Coronary Angiography. IEEE Trans. Medical Imaging 43 (8) (2024)
Miruna Betianu, Abele Malan, Marco Aldinucci, Robert Birke, Lydia Y. Chen
DALLMi: Domain Adaption for LLM-based Multi-label Classifier. CoRR (2024)
Alberto Mulone, Doriana Medic, Marco Aldinucci
A Fault Tolerance Mechanism for Hybrid Scientific Workflows. CoRR (2024)
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
: Federated Learning through Experience Replay and privacy-preserving data synthesis. Comput. Vis. Image Underst. 238 (2024)
Miruna Betianu, Abele Malan, Marco Aldinucci, Robert Birke, Lydia Y. Chen
DALLMi: Domain Adaption for LLM-Based Multi-label Classifier. PAKDD (3) (2024)
Marco Edoardo Santimaria, Samuele Fonio, Giulio Malenza, Iacopo Colonnelli, Marco Aldinucci
Benchmarking Parallelization Models through Karmarkar's Interior-point method. PDP (2024)
Iacopo Colonnelli, Doriana Medic, Alberto Mulone, Viviana Bono, Luca Padovani, Marco Aldinucci
Introducing SWIRL: An Intermediate Representation Language for Scientific Workflows. CoRR (2024)
Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
Experimenting With Normalization Layers in Federated Learning on Non-IID Scenarios. IEEE Access 12 (2024)
Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
A Performance Analysis for Confidential Federated Learning. SP (Workshops) (2024)
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. 15 (5) (2024)
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)
Alessia Antelmi, Massimo Torquati, Daniele Gregori, Francesco Polzella, Gianmarco Spinatelli, Marco Aldinucci
The SWH-Analytics Framework. itaDATA (2023)
Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci
Model-Agnostic Federated Learning. Euro-Par (2023)
Yasir Arfat, Gianluca Mittone, Iacopo Colonnelli, Fabrizio D'Ascenzo, Roberto Esposito, Marco Aldinucci
Pooling critical datasets with Federated Learning. PDP (2023)
Doriana Medic, Marco Aldinucci
Towards formal model for location aware workflows. COMPSAC (2023)
Bruno Casella, Walter Riviera, Marco Aldinucci, Gloria Menegaz
MERGE: A model for multi-input biomedical federated learning. Patterns 4 (11) (2023)
Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci
Benchmarking FedAvg and FedCurv for Image Classification Tasks. CoRR (2023)
Marco Aldinucci, Robert Birke, Antonio Brogi, Emanuele Carlini, Massimo Coppola, Marco Danelutto, Patrizio Dazzi, Luca Ferrucci, Stefano Forti, 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)
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)
Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke
Distributed Edge Inference: an Experimental Study on Multiview Detection. UCC (2023)
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)
Gianluca Mittone, Robert Birke, Marco Aldinucci
Efficiently Distributed Federated Learning. Euro-Par Workshops (2023)
Gianluca Mittone, Filip Svoboda, Marco Aldinucci, Nicholas D. Lane, Pietro Lió
A Federated Learning Benchmark for Drug-Target Interaction. WWW (Companion Volume) (2023)
Alberto Mulone, Sherine Awad, Davide Chiarugi, Marco Aldinucci
Porting the Variant Calling Pipeline for NGS data in cloud-HPC environment. COMPSAC (2023)
Bruno Casella, Roberto Esposito, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
Experimenting with Normalization Layers in Federated Learning on non-IID scenarios. CoRR (2023)
Roberto Esposito, Mirko Polato, Marco Aldinucci
Boosting Methods for Federated Learning. SEBD (2023)
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)
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)
Javier García Blas, Genaro Sanchez-Gallegos, Cosmin Petre, Alberto Riccardo Martinelli, Marco Aldinucci, Jesús Carretero
Hercules: Scalable and Network Portable In-Memory Ad-Hoc File System for Data-Centric and High-Performance Applications. Euro-Par (2023)
William Fornaciari, Federico Reghenzani, Federico Terraneo, Davide Baroffio, Cecilia Metra, Martin Omaña, 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)
Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci
Model-Agnostic Federated Learning. CoRR (2023)
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)
Jesús Carretero, 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
Adaptive multi-tier intelligent data manager for Exascale. CF (2023)
Mirko Polato, Roberto Esposito, Marco Aldinucci
Boosting the Federation: Cross-Silo Federated Learning without Gradient Descent. IJCNN (2022)
Bruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci
Benchmarking FedAvg and FedCurv for Image Classification Tasks. itaDATA (2022)
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)
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. 128 (2022)
Giovanni Agosta, Marco Aldinucci, Carlos Álvarez, Roberto Ammendola, Yasir Arfat, Olivier Beaumont, Massimo Bernaschi, Andrea Biagioni, Tommaso Boccali, Bérenger 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 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 95 (2022)
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)
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)
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. 41 (2022)
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)
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)
Carmelo Pino, Simone Palazzo, Francesca Trenta, F. 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)
Daniele D'Agostino, Ivan Merelli, Marco Aldinucci, Daniele Cesini
Hardware and Software Solutions for Energy-Efficient Computing in Scientific Programming. Sci. Program. 2021 (2021)
Iacopo Colonnelli, Barbara Cantalupo, Ivan Merelli, Marco Aldinucci
StreamFlow: Cross-Breeding Cloud With HPC. IEEE Trans. Emerg. Top. Comput. 9 (4) (2021)
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. EMBC (2021)
Daniele D'Agostino, Pietro Liò, Marco Aldinucci, Ivan Merelli
Advantages of using graph databases to explore chromatin conformation capture experiments. BMC Bioinform. (2) (2021)
Iacopo Colonnelli, Barbara Cantalupo, Roberto Esposito, Matteo Pennisi, Concetto Spampinato, Marco Aldinucci
HPC Application Cloudification: The StreamFlow Toolkit (Invited Paper). PARMA-DITAM@HiPEAC (2021)
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)
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. 157 (2021)
Gianluca Bontempi, Ricardo Chavarriaga, Hans ed Canck, Emanuela Girardi, Holger 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. 23 (S1) (2021)
Giovanni Agosta, Daniele Cattaneo, 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, 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)
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)
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, 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 118 (2021)
Iacopo Colonnelli, Barbara Cantalupo, Ivan Merelli, Marco Aldinucci
StreamFlow: cross-breeding cloud with HPC. CoRR (2020)
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. 76 (7) (2020)
Vasco Amaral, Beatriz Norberto, Miguel Goulão, Marco Aldinucci, Siegfried Benkner, Andrea Bracciali, Paulo Carreira, Edgars Celms, Luís Correia, 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. 91 (2020)
Valentina Cesare, Iacopo Colonnelli, Marco Aldinucci
Practical Parallelization of Scientific Applications. PDP (2020)
Marco Aldinucci, Valeria Cardellini, Gabriele Mencagli, Massimo Torquati
Data stream processing in HPC systems: New frameworks and architectures for high-frequency streaming. Parallel Comput. 98 (2020)
Paul Metzger, Murray Cole, Christian Fensch, Marco Aldinucci, Enrico Bini
Enforcing Deadlines for Skeleton-based Parallel Programming. RTAS (2020)
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. 47 (1) (2019)
Daniele D'Agostino, Pietro Liò, Marco Aldinucci, Ivan Merelli
NeoHiC: A Web Application for the Analysis of Hi-C Data. CIBB (2019)
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. 134 (2019)
Massimo Torquati, Daniele De Sensi, Gabriele Mencagli, Marco Aldinucci, Marco Danelutto
Power-aware pipelining with automatic concurrency control. Concurr. Comput. Pract. Exp. 31 (5) (2019)
Paolo Viviani, Maurizio Drocco, Daniele Baccega, Iacopo Colonnelli, Marco Aldinucci
Deep Learning at Scale. PDP (2019)
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. 75 (8) (2019)
Maurizio Drocco, Paolo Viviani, Iacopo Colonnelli, Marco Aldinucci, Marco Grangetto
Accelerating Spectral Graph Analysis Through Wavefronts of Linear Algebra Operations. PDP (2019)
Marco Aldinucci, Marco Danelutto, Maurizio Drocco, Peter Kilpatrick, Claudia Misale, Guilherme Peretti Pezzi, Massimo Torquati
A parallel pattern for iterative stencil + reduce. J. Supercomput. 74 (11) (2018)
Gabriele Mencagli, Massimo Torquati, Fabio Lucattini, Salvatore Cuomo, Marco Aldinucci
Harnessing sliding-window execution semantics for parallel stream processing. J. Parallel Distributed Comput. 116 (2018)
Marco Aldinucci, Sergio Rabellino, Marco Pironti, Filippo Spiga, Paolo Viviani, 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)
Paolo Viviani, Maurizio Drocco, Marco Aldinucci
Scaling Dense Linear Algebra on Multicore and Beyond: A Survey. PDP (2018)
Salvatore Cuomo, Marco Aldinucci, Massimo Torquati
Guest Editorial for Programming Models and Algorithms for Data Analysis in HPC Systems. Int. J. Parallel Program. 46 (3) (2018)
Paolo Viviani, Maurizio Drocco, Marco Aldinucci
Pushing the boundaries of parallel Deep Learning - A practical approach. CoRR (2018)
Claudia Misale, Maurizio Drocco, Guy Tremblay, Alberto Riccardo Martinelli, Marco Aldinucci
PiCo: High-performance data analytics pipelines in modern C++. Future Gener. Comput. Syst. 87 (2018)
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. 31 (3) (2017)
Marco Aldinucci, Stefano Bagnasco, Stefano Lusso, Paolo Pasteris, Sergio Rabellino, Sara Vallero
OCCAM: a flexible, multi-purpose and extendable HPC cluster. CoRR (2017)
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. 36 (2017)
Maurizio Drocco, Claudia Misale, Guy Tremblay, Marco Aldinucci
A Formal Semantics for Data Analytics Pipelines. CoRR (2017)
Fabio Tordini, Marco Aldinucci, Paolo Viviani, Ivan Merelli, Pietro Liò
Scientific Workflows on Clouds with Heterogeneous and Preemptible Instances. PARCO (2017)
Paolo Viviani, Marco Aldinucci, Massimo Torquati, Roberto d'lppolito
Multiple back-end support for the armadillo linear algebra interface. SAC (2017)
Claudia Misale, Maurizio Drocco, Guy Tremblay, Marco Aldinucci
PiCo: A Novel Approach to Stream Data Analytics. Euro-Par Workshops (2017)
Claudia Misale, Maurizio Drocco, Marco Aldinucci, Guy Tremblay
A Comparison of Big Data Frameworks on a Layered Dataflow Model. Parallel Process. Lett. 27 (1) (2017)
Marco Aldinucci, Marco Danelutto, Maurizio Drocco, Peter Kilpatrick, Claudia Misale, Guilherme Peretti Pezzi, Massimo Torquati
A parallel pattern for iterative stencil + reduce. CoRR (2016)
Claudia Misale, Maurizio Drocco, Marco Aldinucci, Guy Tremblay
A Comparison of Big Data Frameworks on a Layered Dataflow Model. CoRR (2016)
Maurizio Drocco, Claudia Misale, Marco Aldinucci
A Cluster-as-Accelerator Approach for SPMD-Free Data Parallelism. PDP (2016)
Marco Aldinucci, Sonia Campa, Marco Danelutto, Peter Kilpatrick, Massimo Torquati
Pool Evolution: A Parallel Pattern for Evolutionary and Symbolic Computing. Int. J. Parallel Program. 44 (3) (2016)
Vladimir Janjic, Christopher Brown, 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)
Andrea Bracciali, Marco Aldinucci, Murray Patterson, Tobias Marschall, Nadia Pisanti, Ivan Merelli, Massimo Torquati
PWHATSHAP: efficient haplotyping for future generation sequencing. BMC Bioinform. 17 (S-11) (2016)
Maurizio Drocco, Claudia Misale, Guilherme Peretti Pezzi, Fabio Tordini, Marco Aldinucci
Memory-Optimised Parallel Processing of Hi-C Data. PDP (2015)
Marco Aldinucci, Marco Danelutto, Maurizio Drocco, Peter Kilpatrick, Guilherme Peretti Pezzi, Massimo Torquati
The Loop-of-Stencil-Reduce Paradigm. TrustCom/BigDataSE/ISPA (3) (2015)
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)
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)
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. 29 (4) (2015)
Marco Aldinucci, Massimo Torquati, Concetto Spampinato, Maurizio Drocco, Claudia Misale, Cristina Calcagno, Mario Coppo
Parallel stochastic systems biology in the cloud. Briefings Bioinform. 15 (5) (2014)
Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati
Decision tree building on multi-core using FastFlow. Concurr. Comput. Pract. Exp. 26 (3) (2014)
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. ICDCS Workshops (2014)

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Marco Aldinucci