19 citations · 24 across the 4 of their papers we have counts for
4 papers
A Fault Tolerance Mechanism for Hybrid Scientific Workflows
Alberto Mulone, Doriana Medić, Marco Aldinucci
In large distributed systems, failures are a daily event occurring frequently, especially with growing numbers of computation tasks and locations on which they are deployed. The ad…
Introducing SWIRL: An Intermediate Representation Language for Scientific Workflows
Iacopo Colonnelli, Doriana Medić, Alberto Mulone +3
In the ever-evolving landscape of scientific computing, properly supporting the modularity and complexity of modern scientific applications requires new approaches to workflow exec…
Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning
Gianluca Mittone, Nicolò Tonci, Robert Birke +10
Decentralised Machine Learning (DML) enables collaborative machine learning without centralised input data. Federated Learning (FL) and Edge Inference are examples of DML. While to…
Enabling Replications and Contexts in Reversible Concurrent Calculus
Clément Aubert, Doriana Medić
Existing formalisms for the algebraic specification and representation of networks of reversible agents suffer some shortcomings. Despite multiple attempts, reversible declensions…