All Stories

  1. Inference performance of large language models on a 64-core RISC-V CPU with silicon-enabled vectors

    Article • Future Generation Computer Systems, April 2026, Elsevier

    Prof Marco Aldinucci

  2. A comprehensive performance evaluation of TEEs for confidential DNA alignment

    Article • Future Generation Computer Systems, February 2026, Elsevier

    Prof Marco Aldinucci

  3. Decentralized Time Series Classification with ROCKET Features

    Article • January 2026, Springer Science + Business Media

    Prof Marco Aldinucci

  4. Personalized Aggregation for Federated Prototypical Learning

    Article • January 2026, Springer Science + Business Media

    Prof Marco Aldinucci

  5. Overcoming Dynamic I/O Boundaries: a Double-Sided Streaming Methodology with dispel4py and CAPIO

    Article • November 2025, ACM (Association for Computing Machinery)

    Prof Marco Aldinucci

  6. Digital Twin for Datacenter: HPC4AI UniTO Case Study

    Article • October 2025, Springer Science + Business Media

    Prof Marco Aldinucci

  7. Performance Portability Assessment in Gaia

    Article • IEEE Transactions on Parallel and Distributed Systems, October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  8. A Formal Framework for Fault Tolerance in Hybrid Scientific Workflows

    Article • Future Generation Computer Systems, October 2025, Elsevier

    Prof Marco Aldinucci

  9. Dynamic transparent streaming in file-based workflows with CAPIO

    Article • Future Generation Computer Systems, September 2025, Elsevier

    Prof Marco Aldinucci

  10. A Fault Tolerance Mechanism for Hybrid Scientific Workflows

    Article • January 2025, Springer Science + Business Media

    Prof Marco Aldinucci

  11. Introducing SWIRL: An Intermediate Representation Language for Scientific Workflows

    Article • September 2024, Springer Science + Business Media

    Prof Marco Aldinucci

  12. Secure Generic Remote Workflow Execution with TEEs

    Article • April 2024, ACM (Association for Computing Machinery)

    Prof Marco Aldinucci

  13. FedER: Federated Learning through Experience Replay and privacy-preserving data synthesis

    Article • Computer Vision and Image Understanding, January 2024, Elsevier

    Prof Marco Aldinucci

  14. DALLMi: Domain Adaption for LLM-Based Multi-label Classifier

    Article • January 2024, Springer Science + Business Media

    Prof Marco Aldinucci

  15. Efficiently Distributed Federated Learning

    Article • January 2024, Springer Science + Business Media

    Prof Marco Aldinucci

  16. Distributed Edge Inference: an Experimental Study on Multiview Detection

    Article • December 2023, ACM (Association for Computing Machinery)

    Prof Marco Aldinucci

  17. A Systematic Mapping Study of Italian Research on Workflows

    Article • November 2023, ACM (Association for Computing Machinery)

    Elena Baralis, Valeria Cardellini, Sergio Decherchi, Tullio Vardanega, Prof Marco Aldinucci

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

    Article • Publications of the Astronomical Society of the Pacific, July 2023, Institute of Physics Publishing

    Prof Marco Aldinucci

  19. Adaptive multi-tier intelligent data manager for Exascale

    Article • May 2023, ACM (Association for Computing Machinery)

    Prof Marco Aldinucci

  20. A Federated Learning Benchmark for Drug-Target Interaction

    Article • April 2023, ACM (Association for Computing Machinery)

    Prof Marco Aldinucci

  21. MiFL: Multi-Input Neural Networks in Federated Learning

    Article • April 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

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

    Article • January 2023, Springer Science + Business Media

    Prof Marco Aldinucci

  23. Model-Agnostic Federated Learning

    Article • January 2023, Springer Science + Business Media

    Prof Marco Aldinucci

  24. Distributed workflows with Jupyter

    Article • Future Generation Computer Systems, March 2022, Elsevier

    Prof Marco Aldinucci

  25. Machine learning for cardiology

    Article • Minerva Cardiology and Angiology, March 2022, Edizioni Minerva Medica

    Prof Marco Aldinucci

  26. Practical parallelization of scientific applications with OpenMP, OpenACC and MPI

    Article • Journal of Parallel and Distributed Computing, November 2021, Elsevier

    Prof Marco Aldinucci

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

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  28. StreamFlow: Cross-Breeding Cloud With HPC

    Article • IEEE Transactions on Emerging Topics in Computing, October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

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

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  30. An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans

    Article • Artificial Intelligence in Medicine, August 2021, Elsevier

    Prof Marco Aldinucci

  31. Hardware and Software Solutions for Energy-Efficient Computing in Scientific Programming

    Article • Scientific Programming, June 2021, Wiley

    Prof Marco Aldinucci

  32. The Italian research on HPC key technologies across EuroHPC

    Article • May 2021, ACM (Association for Computing Machinery)

    William Fornaciari, Mauro Olivieri, Prof Marco Aldinucci, Prof. Andrea Bartolini

  33. Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans

    Article • April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  34. Advantages of using graph databases to explore chromatin conformation capture experiments

    Article • BMC Bioinformatics, April 2021, Springer Science + Business Media

    Prof Marco Aldinucci

  35. The CLAIRE COVID-19 initiative: approach, experiences and recommendations

    Article • Ethics and Information Technology, February 2021, Springer Science + Business Media

    Pr Gianluca Bontempi, Prof Marco Aldinucci

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

    Article • The Lancet, January 2021, Elsevier

    Prof. Giuseppe Biondi-Zoccai, Prof Marco Aldinucci

  37. Data stream processing in HPC systems: New frameworks and architectures for high-frequency streaming

    Article • Parallel Computing, October 2020, Elsevier

    Prof Marco Aldinucci

  38. Enforcing Deadlines for Skeleton-based Parallel Programming

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  39. Practical Parallelization of Scientific Applications

    Article • March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  40. Programming languages for data-Intensive HPC applications: A systematic mapping study

    Article • Parallel Computing, March 2020, Elsevier

    Prof Marco Aldinucci

  41. NeoHiC: A Web Application for the Analysis of Hi-C Data

    Article • January 2020, Springer Science + Business Media

    Prof Marco Aldinucci

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

    Article • Journal of Parallel and Distributed Computing, August 2019, Elsevier

    Prof Marco Aldinucci

  43. Challenging the abstraction penalty in parallel patterns libraries

    Article • The Journal of Supercomputing, April 2019, Springer Science + Business Media

    Prof Marco Aldinucci

  44. Accelerating Spectral Graph Analysis Through Wavefronts of Linear Algebra Operations

    Article • February 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  45. Deep Learning at Scale

    Article • February 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  46. Why High-Performance Modelling and Simulation for Big Data Applications Matters

    Article • January 2019, Springer Science + Business Media

    Prof Marco Aldinucci

  47. Languages for Big Data Analysis

    Article • January 2019, Springer Science + Business Media

    Prof Marco Aldinucci

  48. Power-aware pipelining with automatic concurrency control

    Article • Concurrency and Computation Practice and Experience, August 2018, Wiley

    Prof Marco Aldinucci

  49. HPC4AI

    Article • May 2018, ACM (Association for Computing Machinery)

    Prof Marco Aldinucci, Marco Mellia

  50. PiCo: High-performance data analytics pipelines in modern C++

    Article • Future Generation Computer Systems, May 2018, Elsevier

    Prof Marco Aldinucci

  51. Scaling Dense Linear Algebra on Multicore and Beyond: A Survey

    Article • March 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  52. Languages for Big Data analysis

    Article • January 2018, Springer Science + Business Media

    Prof Marco Aldinucci

  53. PiCo: A Novel Approach to Stream Data Analytics

    Article • January 2018, Springer Science + Business Media

    Prof Marco Aldinucci

  54. Scientific Workflows on Clouds with Heterogeneous and Preemptible Instances

    Article • January 2018, IOS Press

    Prof Marco Aldinucci

  55. The RePhrase Extended Pattern Set for Data Intensive Parallel Computing

    Article • International Journal of Parallel Programming, November 2017, Springer Science + Business Media

    Dr Gabriele Mencagli, Prof Marco Aldinucci

  56. Harnessing sliding-window execution semantics for parallel stream processing

    Article • Journal of Parallel and Distributed Computing, November 2017, Elsevier

    Dr Gabriele Mencagli, Prof Marco Aldinucci

  57. Guest Editorial for Programming Models and Algorithms for Data Analysis in HPC Systems

    Article • International Journal of Parallel Programming, October 2017, Springer Science + Business Media

    Prof Marco Aldinucci

  58. OCCAM: a flexible, multi-purpose and extendable HPC cluster

    Article • Journal of Physics Conference Series, October 2017, Institute of Physics Publishing

    Prof Marco Aldinucci

  59. On dynamic memory allocation in sliding-window parallel patterns for streaming analytics

    Article • The Journal of Supercomputing, September 2017, Springer Science + Business Media

    Dr Gabriele Mencagli, Prof Marco Aldinucci

  60. Sponsors

    Article • August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  61. A Flexible Numerical Framework for Engineering—A Response Surface Modelling Application

    Article • July 2017, Springer Science + Business Media

    Prof Marco Aldinucci

  62. Preface

    Article • The International Journal of High Performance Computing Applications, May 2017, SAGE Publications

    Prof Marco Aldinucci

  63. Multiple back-end support for the armadillo linear algebra interface

    Article • April 2017, ACM (Association for Computing Machinery)

    Prof Marco Aldinucci

  64. A Comparison of Big Data Frameworks on a Layered Dataflow Model

    Article • Parallel Processing Letters, March 2017, World Scientific Pub Co Pte Lt

    Prof Marco Aldinucci

  65. The Genome Conformation As an Integrator of Multi-Omic Data: The Example of Damage Spreading in Cancer

    Article • Frontiers in Genetics, November 2016, Frontiers

    Prof Marco Aldinucci

  66. NuChart-II: The road to a fast and scalable tool for Hi-C data analysis

    Article • The International Journal of High Performance Computing Applications, October 2016, SAGE Publications

    Prof Marco Aldinucci

  67. Deep Learning for Automated Skeletal Bone Age Assessment in X-Ray Images

    Article • Medical Image Analysis, October 2016, Elsevier

    Prof Marco Aldinucci

  68. A parallel pattern for iterative stencil + reduce

    Article • The Journal of Supercomputing, September 2016, Springer Science + Business Media

    Prof Marco Aldinucci

  69. PWHATSHAP: efficient haplotyping for future generation sequencing

    Article • BMC Bioinformatics, September 2016, Springer Science + Business Media

    Prof Marco Aldinucci

  70. Message from ScalCom 2016 Program Chairs

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  71. A Cluster-as-Accelerator Approach for SPMD-Free Data Parallelism

    Article • February 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  72. RPL: A Domain-Specific Language for Designing and Implementing Parallel C++ Applications

    Article • February 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  73. NuchaRt: Embedding High-Level Parallel Computing in R for Augmented Hi-C Data Analysis

    Article • January 2016, Springer Science + Business Media

    Prof Marco Aldinucci

  74. Message from the ScalCom 2015 Chairs

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  75. The Loop-of-Stencil-Reduce Paradigm

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  76. Pool Evolution: A Parallel Pattern for Evolutionary and Symbolic Computing

    Article • International Journal of Parallel Programming, March 2015, Springer Science + Business Media

    Prof Marco Aldinucci

  77. Memory-Optimised Parallel Processing of Hi-C Data

    Article • March 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  78. Parallel Exploration of the Nuclear Chromosome Conformation with NuChart-II

    Article • March 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  79. Parallel visual data restoration on multi-GPGPUs using stencil-reduce pattern

    Article • The International Journal of High Performance Computing Applications, February 2015, SAGE Publications

    Prof Marco Aldinucci

  80. Integrating multi-omic features exploiting Chromosome Conformation Capture data

    Article • Frontiers in Genetics, February 2015, Frontiers

    Prof Marco Aldinucci

  81. High-Performance Haplotype Assembly

    Article • January 2015, Springer Science + Business Media

    Prof Marco Aldinucci

  82. NuChart-II: A Graph-Based Approach for Analysis and Interpretation of Hi-C Data

    Article • January 2015, Springer Science + Business Media

    Prof Marco Aldinucci

  83. Exercising High-Level Parallel Programming on Streams: A Systems Biology Use Case

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  84. Preface from the Organizing Chairs

    Article • February 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  85. Table of Contents

    Article • February 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  86. On Designing Multicore-Aware Simulators for Systems Biology Endowed with OnLine Statistics

    Article • BioMed Research International, January 2014, Hindawi Publishing Corporation

    Prof Marco Aldinucci

  87. Sequence Alignment Tools: One Parallel Pattern to Rule Them All?

    Article • BioMed Research International, January 2014, Wiley

    Prof Marco Aldinucci, Giulio Ferrero

  88. Design patterns percolating to parallel programming framework implementation

    Article • International Journal of Parallel Programming, September 2013, Springer Science + Business Media

    Prof Marco Aldinucci

  89. Discovering biological knowledge by integrating high-throughput data and scientific literature on the cloud

    Article • Concurrency and Computation Practice and Experience, September 2013, Wiley

    Prof Marco Aldinucci

  90. Decision tree building on multi‐core using FastFlow

    Article • Concurrency and Computation Practice and Experience, June 2013, Wiley

    Prof Marco Aldinucci

  91. Parallel stochastic systems biology in the cloud

    Article • Briefings in Bioinformatics, June 2013, Oxford University Press (OUP)

    Prof Marco Aldinucci

  92. Parallel Stochastic Simulators in System Biology: The Evolution of the Species

    Article • February 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  93. Structured Data Access Annotations for Massively Parallel Computations

    Article • January 2013, Springer Science + Business Media

    Prof Marco Aldinucci

  94. Targeting Distributed Systems in FastFlow

    Article • January 2013, Springer Science + Business Media

    Prof Marco Aldinucci

  95. MuCoCoS 2012: 5th International Workshop on Multi-Core Computing Systems Focus: Performance Portability and Tuning

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci, David Bader

  96. A parallel edge preserving algorithm for salt and pepper image denoising

    Article • October 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  97. TARGETING HETEROGENEOUS ARCHITECTURES VIA MACRO DATA FLOW

    Article • Parallel Processing Letters, June 2012, World Scientific Pub Co Pte Lt

    Prof Marco Aldinucci

  98. Parallel Patterns + Macro Data Flow for Multi-core Programming

    Article • February 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  99. An Efficient Unbounded Lock-Free Queue for Multi-core Systems

    Article • January 2012, Springer Science + Business Media

    Prof Marco Aldinucci

  100. On Designing Multicore-Aware Simulators for Biological Systems

    Article • February 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  101. Accelerating Code on Multi-cores with FastFlow

    Article • January 2011, Springer Science + Business Media

    Prof Marco Aldinucci

  102. LIBERO: A Framework for Autonomic Management of Multiple Non-functional Concerns

    Article • January 2011, Springer Science + Business Media

    Prof Marco Aldinucci

  103. StochKit-FF: Efficient Systems Biology on Multicore Architectures

    Article • January 2011, Springer Science + Business Media

    Prof Marco Aldinucci

  104. Efficient Smith-Waterman on Multi-core with FastFlow

    Article • February 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  105. Autonomic management of multiple non-functional concerns in behavioural skeletons

    Article • January 2010, Springer Science + Business Media

    Prof Marco Aldinucci

  106. Integrating Autonomic Grid Components and Process-Driven Business Applications

    Article • January 2010, Springer Science + Business Media

    Prof Marco Aldinucci

  107. Porting Decision Tree Algorithms to Multicore Using FastFlow

    Article • January 2010, Springer Science + Business Media

    Prof Marco Aldinucci

  108. Efficient streaming applications on multi-core with FastFlow: the biosequence alignment test-bed

    Article • January 2010, IOS Press

    Prof Marco Aldinucci

  109. Skeletons for multi/many-core systems

    Article • January 2010, IOS Press

    Prof Marco Aldinucci

  110. Autonomic management of non-functional concerns in distributed & parallel application programming

    Article • May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  111. Co-design of Distributed Systems Using Skeleton and Autonomic Management Abstractions

    Article • January 2009, Springer Science + Business Media

    Prof Marco Aldinucci

  112. Stkm on Sca: A Unified Framework with Components, Workflows and Algorithmic Skeletons

    Article • January 2009, Springer Science + Business Media

    Prof Marco Aldinucci

  113. Semi-formal Models to Support Program Development: Autonomic Management within Component Based Parallel and Distributed Programming

    Article • January 2009, Springer Science + Business Media

    Prof Marco Aldinucci

  114. Towards Hierarchical Management of Autonomic Components: A Case Study

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  115. Securing skeletal systems with limited performance penalty: The muskel experience

    Article • Journal of Systems Architecture, September 2008, Elsevier

    Prof Marco Aldinucci

  116. AUTOMATIC MAPPING OF ASSIST APPLICATIONS USING PROCESS ALGEBRA

    Article • Parallel Processing Letters, March 2008, World Scientific Pub Co Pte Lt

    Prof Marco Aldinucci

  117. Behavioural Skeletons in GCM: Autonomic Management of Grid Components

    Article • February 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  118. The VirtuaLinux Storage Abstraction Layer for Ef?cient Virtual Clustering

    Article • February 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  119. Advances in Autonomic Components & Services

    Article • January 2008, Springer Science + Business Media

    Prof Marco Aldinucci

  120. Behavioural Skeletons for Component Autonomic Management on Grids

    Article • January 2008, Springer Science + Business Media

    Prof Marco Aldinucci

  121. From Orc Models To Distributed Grid Java Code

    Article • January 2008, Springer Science + Business Media

    Prof Marco Aldinucci

  122. Towards software component assembly language enhanced with workflows and skeletons

    Article • January 2008, ACM (Association for Computing Machinery)

    Prof Marco Aldinucci

  123. Towards A Formal Semantics For Autonomic Components

    Article • January 2008, Springer Science + Business Media

    Prof Marco Aldinucci

  124. Skeleton-based parallel programming: Functional and parallel semantics in a single shot

    Article • Computer Languages Systems & Structures, October 2007, Elsevier

    Prof Marco Aldinucci

  125. The cost of security in skeletal systems

    Article • February 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  126. Adding metadata to Orc to support reasoning about grid programs

    Article • January 2007, Springer Science + Business Media

    Prof Marco Aldinucci

  127. Management in Distributed Systems: A Semi-formal Approach

    Article • January 2007, Springer Science + Business Media

    Prof Marco Aldinucci

  128. Algorithmic skeletons meeting grids

    Article • Parallel Computing, September 2006, Elsevier

    Prof Marco Aldinucci

  129. Autonomic QoS in ASSIST grid-aware components

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Marco Aldinucci

  130. Optimization techniques for skeletons on grids

    Article • January 2005, Elsevier

    Prof Marco Aldinucci

  131. Dynamic Reconfiguration of Grid-Aware Applications in ASSIST

    Article • January 2005, Springer Science + Business Media

    Prof Marco Aldinucci

  132. A framework for experimenting with structured parallel programming environment design

    Article • January 2004, Elsevier

    Prof Marco Aldinucci

  133. An operational semantics for skeletons

    Article • January 2004, Elsevier

    Prof Marco Aldinucci

  134. : EXPERIMENTING WITH SKELETONS IN THE SHARED ADDRESS MODEL

    Article • Parallel Processing Letters, September 2003, World Scientific Pub Co Pte Lt

    Prof Marco Aldinucci

  135. An advanced environment supporting structured parallel programming in Java

    Article • Future Generation Computer Systems, July 2003, Elsevier

    Prof Marco Aldinucci

  136. Adaptable Parallel Components for Grid Programming

    Article • Springer Science + Business Media

    Prof Marco Aldinucci

  137. An Abstract Schema Modeling Adaptivity Management

    Article • Springer Science + Business Media

    Prof Marco Aldinucci

  138. Skeleton Parallel Programming and Parallel Objects

    Article • Springer Science + Business Media

    Prof Marco Aldinucci

  139. Towards the Automatic Mapping of Assist Applications for the Grid

    Article • Springer Science + Business Media

    Prof Marco Aldinucci

  140. ASSIST As a Research Framework for High-Performance Grid Programming Environments

    Article • Springer Science + Business Media

    Prof Marco Aldinucci

  141. Structured Implementation of Component-Based Grid Programming Environments

    Article • Springer Science + Business Media

    Prof Marco Aldinucci

  142. Components for High-Performance Grid Programming in Grid.IT

    Article • Springer Science + Business Media

    Prof Marco Aldinucci