Distributed large-scale graph processing on FPGAs

A Sahebi, M Barbone, M Procaccini, W Luk… - Journal of big Data, 2023 - Springer
Processing large-scale graphs is challenging due to the nature of the computation that
causes irregular memory access patterns. Managing such irregular accesses may cause …

[PDF][PDF] New directions for particle tracking at the High-Luminosity LHC

LH Vage - 2024 - inspirehep.net
Abstract The High Luminosity upgrade of the Large Hadron Collider (LHC) will increase the
instantaneous luminosity from 2× 1034cm− 2 s− 1 to 5− 7.5× 1034 cm− 2 s− 1. This will …

Fast, high-quality pseudo random number generators for heterogeneous computing

M Barbone, G Gaydadjiev, A Howard… - EPJ Web of …, 2024 - epj-conferences.org
Random number generation is key to many applications in a wide variety of disciplines.
Depending on the application, the quality of the random numbers from a particular generator …

[PDF][PDF] Parallel Implementation of Direct Simulation Monte Carlo Using Field Programmable Gate Arrays

S Bhattarai, D Petty, S O'Byrne, E Peters - 2024 - researchgate.net
Abstract Direct simulation Monte Carlo (DSMC) is a powerful but computationally
demanding method for simulating rarefied gas flows. While most of its algorithm elements …

[PDF][PDF] GPU acceleration of Monte Carlo simulations: particle physics methods applied to medicine

M Barbone, R Brandt, A Howard, M Novak, W Luk… - indico.cern.ch
GPU acceleration has been successfully utilised in particle physics for real time analysis and
simulation. This study investigates the potential benefits of GPU acceleration for medical …

[PDF][PDF] Accelerating the DBSCAN clustering algorithm for low-latency primary vertex reconstruction at the HL-LHC

L Borgna, M Barbone, J Cao, A Rose, A Tapper… - indico.cern.ch
In this work we present the adaptation of the popular clustering algorithm DBSCAN to
reconstruct the primary vertex (PV) at the hardware trigger level in collisions at the High …