Extending the ARC Information Providers to report information on GPU resources

07/22/2019
by   Max Isacson, et al.
0

General-purpose Computing on Graphics Processing Units (GPGPU) has been introduced to many areas of scientific research such as bioinformatics, cryptography, computer vision, and deep learning. However, computing models in the High-energy Physics (HEP) community are still mainly centred around traditional CPU resources. Tasks such as track fitting, particle reconstruction, and Monte Carlo simulation could benefit greatly from a high-throughput GPGPU computing model, streamlining bottlenecks in analysis turnover. This technical note describes the basis of an implementation of an integrated GPU discovery mechanism in GRID middleware to facilitate GPGPU.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/20/2020

GPU coprocessors as a service for deep learning inference in high energy physics

In the next decade, the demands for computing in large scientific experi...
research
03/06/2012

A Short Note on Gaussian Process Modeling for Large Datasets using Graphics Processing Units

The graphics processing unit (GPU) has emerged as a powerful and cost ef...
research
12/12/2019

EPIC: An Energy-Efficient, High-Performance GPGPU Computing Research Infrastructure

The pursuit of many research questions requires massive computational re...
research
08/15/2023

IceCube experience using XRootD-based Origins with GPU workflows in PNRP

The IceCube Neutrino Observatory is a cubic kilometer neutrino telescope...
research
09/14/2020

PDFFlow: parton distribution functions on GPU

We present PDFFlow, a new software for fast evaluation of parton distrib...
research
09/09/2020

GPU-accelerated machine learning inference as a service for computing in neutrino experiments

Machine learning algorithms are becoming increasingly prevalent and perf...
research
12/15/2020

PDFFlow: hardware accelerating parton density access

We present PDFFlow, a new software for fast evaluation of parton distrib...

Please sign up or login with your details

Forgot password? Click here to reset