publications

2022

  1. Neural-Powered Unit Disk Graph Embedding: Qubits Connectivity for Some QUBO Problems
    Vercellino Chiara,  Viviani Paolo, Vitali Giacomo, Scionti Alberto, Scarabosio Andrea, Terzo Olivier, Giusto Edoardo, and Montrucchio Bartolomeo
    In 2022 IEEE International Conference on Quantum Computing and Engineering (QCE) Sep 2022
  2. Taming Multi-node Accelerated Analytics: An Experience in Porting MATLAB to Scale with Python
    Viviani Paolo, Vitali Giacomo, Lengani Davide, Scionti Alberto, Vercellino Chiara, and Terzo Olivier
    In Complex, Intelligent and Software Intensive Systems Sep 2022
  3. Dynamic Job Allocation on Federated Cloud-HPC Environments
    Vitali Giacomo, Scionti Alberto,  Viviani Paolo, Vercellino Chiara, and Terzo Olivier
    In Complex, Intelligent and Software Intensive Systems Sep 2022
  4. Distributed HPC Resources Orchestration for Supporting Large-Scale Workflow Execution
    Scionti Alberto,  Viviani Paolo, Vitali Giacomo, Vercellino Chiara, Terzo Olivier, Hachinger Stephan, and Vojacek Lukáš
    In HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision Jan 2022
  5. Enabling the HPC and Artificial Intelligence Cross-Stack Convergence at the Exascale Level
    Scionti Alberto,  Viviani Paolo, Vitali Giacomo, Vercellino Chiara, and Terzo Olivier
    In HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision Jan 2022

2021

  1. HPC-Cloud-Big Data Convergent Architectures and Research Data Management: The LEXIS Approach
    Hachinger Stephan, Martinovič Jan, Terzo Olivier, Levrier Marc, Scionti Alberto, Magarielli Donato, Goubier Thierry, Parodi Antonio, Harsh Piyush, Apopei Florin-Ionut, Munke Johannes, García-Hernández Rubén, Golasowski Martin, Hayek Mohamad, Donnat Frédéric, Ganne Laurent, Koch-Hofer Cédric, Vitali Giacomo,  Viviani Paolo, Schorlemmer Danijel, Danovaro Emanuele, Parodi Andrea, Murphy Seán, and Dees Aaron
    In Proceedings of International Symposium on Grids & Clouds 2021 — PoS(ISGC2021) Jan 2021
  2. Towards Optimal Graph Coloring Using Rydberg Atoms
    Vitali Giacomo,  Viviani Paolo, Vercellino Chiara, Scarabosio Andrea, Scionti Alberto, Terzo Olivier, Giusto Edoardo, and Montrucchio Bartolomeo
    In The International Conference for High Performance Computing, Networking, Storage, and Analysis, Research posters Jan 2021

2020

  1. Authenticated and Auditable Data Sharing via Smart Contract
    Reniers Vincent, Gao Yuan, Zhang Ren,  Viviani Paolo, Madhusudan Akash, Lagaisse Bert, Nikova Svetla, Van Landuyt Dimitri, Lombardi Riccardo, Preneel Bart, and Joosen Wouter
    In Proceedings of the 35th Annual ACM Symposium on Applied Computing Jan 2020

2019

  1. Deep Learning at Scale with Nearest Neighbours Communications
    Viviani Paolo
    Sep 2019
  2. Analysis of Architectural Variants for Auditable Blockchain-based Private Data Sharing
    Reniers Vincent, Van Landuyt Dimitri,  Viviani Paolo, Lagaisse Bert, Lombardi Riccardo, and Joosen Wouter
    In Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing Sep 2019
  3. Accelerating spectral graph analysis through wavefronts of linear algebra operations
    Drocco Maurizio,  Viviani Paolo, Colonnelli Iacopo, Aldinucci Marco, and Grangetto Marco
    In Proc. of 27th Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP) Sep 2019
  4. Deep Learning at Scale
    Viviani Paolo, Drocco Maurizio, Baccega Daniele, Colonnelli Iacopo, and Aldinucci Marco
    In Proc. of 27th Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP) Sep 2019

2018

  1. Pushing the boundaries of parallel Deep Learning - A practical approach
    Viviani Paolo, Drocco Maurizio, and Aldinucci Marco
    CoRR Sep 2018
  2. HPC4AI, an AI-on-demand federated platform endeavour
    Aldinucci Marco, Rabellino Sergio, Pironti Marco, Spiga Filippo,  Viviani Paolo, Drocco Maurizio, Guerzoni Marco, Boella Guido, Mellia Marco, Margara Paolo, Drago Idillio, Marturano Roberto, Marchetto Guido, Piccolo Elio, Bagnasco Stefano, Lusso Stefano, Vallero Sara, Attardi Giuseppe, Barchiesi Alex, Colla Alberto, and Galeazzi Fulvio
    In ACM Computing Frontiers May 2018
  3. Scaling Dense Linear Algebra on Multicore and Beyond: a Survey
    Viviani Paolo, Drocco Maurizio, and Aldinucci Marco
    In Proc. of 26th Euromicro Intl. Conference on Parallel Distributed and network-based Processing (PDP) May 2018
  4. Scientific Workflows on Clouds with Heterogeneous and Preemptible Instances
    Tordini Fabio, Aldinucci Marco,  Viviani Paolo, Merelli Ivan, and Liò Pietro
    In Proc. of the Intl. Conference on Parallel Computing, ParCo 2017, 12-15 September 2017, Bologna, Italy May 2018
  5. A Flexible Numerical Framework for Engineering—A Response Surface Modelling Application
    Viviani P., Aldinucci M., d’Ippolito R., Lemeire J., and Vucinic D.
    May 2018

2017

  1. Multiple Back-End Support for the Armadillo Linear Algebra Interface
    Viviani Paolo, Aldinucci Marco, Torquati Massimo, and d’lppolito Roberto
    In Proceedings of the Symposium on Applied Computing May 2017

2016

  1. An hybrid linear algebra framework for engineering
    Viviani Paolo, Aldinucci Marco, and d’Ippolito Roberto
    In Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems (ACACES) – Poster Abstracts Jul 2016
  2. A flexible numerical framework for engineering - a Response Surface Modelling application
    Viviani Paolo, Aldinucci Marco, d’Ippolito Roberto, Lemeire Jean, and Vucinic Dean
    In 10th Intl. Conference on Advanced Computational Engineering and Experimenting (ACE-X) Jul 2016

2015

  1. Parallel Computing Techniques for High Energy Physics
    Viviani Paolo
    Jul 2015