Model-agnostic federated learning

G Mittone, W Riviera, I Colonnelli, R Birke… - … Conference on Parallel …, 2023 - Springer
Since its debut in 2016, Federated Learning (FL) has been tied to the inner workings of
Deep Neural Networks (DNNs); this allowed its development as DNNs proliferated but …

Risc-v-based platforms for hpc: analyzing non-functional properties for future hpc and big-data clusters

W Fornaciari, F Reghenzani, F Terraneo… - … on Embedded Computer …, 2023 - Springer
Abstract High-Performance Computing (HPC) have evolved to be used to perform
simulations of systems where physical experimentation is prohibitively impractical …

Implementation of different communication structures for a rocket chip based risc-v grid of processing cells

L Luchterhandt, T Nellius, R Beck… - MBMV 2024; 27 …, 2024 - ieeexplore.ieee.org
There are currently multiple investigations of various RISC-V architectures for different
applications from single-core based edge processors to powerful multi-core systems for …

Towards a Rocket Chip Based Implementation of the RISC-V GPC Architecture

L Luchterhandt, T Nellius, R Beck… - MBMV 2023; 26th …, 2023 - ieeexplore.ieee.org
RISC-V has received worldwide acceptance in the industry and by the academic community.
As of today, multiple RISC-V applications and variants are under investigation for embedded …

RISC-V-based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters

W Fornaciari, F Reghenzani, F Terraneo… - LECTURE NOTES IN …, 2023 - iris.unito.it
High-Performance Computing (HPC) have evolved to be used to perform simulations of
systems where physical experimentation is prohibitively impractical, expensive, or …

[PDF][PDF] Pushing Federated Learning Boundaries. Three Innovative Distributed Intelligence Approaches

G Mittone - 2024 - iris.unito.it
The pervasivity of artificial intelligence is structurally changing how societies envision their
development. The perception of what is valuable is rapidly shifting, and data is in the eye of …

[PDF][PDF] Model-Agnostic Federated Learning

M Aldinucci - 2024 - iris.unito.it
Since its debut in 2016, Federated Learning (FL) has been tied to the inner workings of
Deep Neural Networks (DNNs). On the one hand, this allowed its development and …

A Simulation-Based Multi-CPU Architecture Virtual Machine Management System for OpenStack

Y Wu, W Zhou, D Zhao - 2023 IEEE 3rd International …, 2023 - ieeexplore.ieee.org
The rapid development of cloud scenarios and applications has led to increased demand for
computing power. However, a single X86 CPU architecture can no longer meet the diverse …

analisi delle prestazioni del cluster risc-v: monte cimone

G Antonioni - amslaurea.unibo.it
Gli sforzi di ricerca relativi all'High Performance Computing, nel corso degli anni, hanno
prodotto risultati importanti inerenti all'incremento delle prestazioni sia in termini di numero …

[PDF][PDF] ANALISI DELLE PRESTAZIONI DEL CLUSTER RISC-V: MONTE CIMONE

M MARZOLLA - amslaurea.unibo.it
Gli sforzi di ricerca relativi all'High Performance Computing, nel corso degli anni, hanno
prodotto risultati importanti inerenti all'incremento delle prestazioni sia in termini di numero …