---
title: 'Scalability - Smart Use of HPC Resources'
url: 'https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources-11-2026'
markdown: 'https://www.cyfronet.pl/en/training/scalability-smart-use-of-hpc-resources-11-2026.md'
lang: en
date: '2026-11-04'
description: 'Description The training focuses on running and analyzing the scalability tests. Scalability tests allow to tune the amount of resources for the job being run. During this training you will learn what scalability tests are and how to interpret their results. Then how to apply that knowledge to you…'
taxonomy:
  type:
    - event
  tag:
    - HPC
    - training
    - EuroCC3
  filtering:
    - events
    - users
    - resources
---

[ Homepage ](https://www.cyfronet.pl/en)     [ Training ](https://www.cyfronet.pl/en/training)      Scalability - Smart Use of HPC Resources    

 Incoming 

# Scalability - Smart Use of HPC Resources

## Table of content

- [Description](#description)
- [Date](#date)
- [Agenda](#agenda)
- [More information](#more-information)

## Description

The training focuses on running and analyzing the scalability tests. 
Scalability tests allow to tune the amount of resources for the job being run. During this training you will learn what scalability tests are and how to interpret their results. Then how to apply that knowledge to your calculations.

## Date

4 November 2026, 10:00 - 13:15 (**online**)

## Agenda

- Chasing perfect scaling using embarrassingly parallel code,
- multinode scaling and parallelization overhead,
- hands-on scaling tests: 
    - Python simple examples,
    - GROMACS scaling,
    - Do It Yourself exercise;
- CPU vs GPU power and multiple GPU scaling,
- real life case: specific Ares to Athena transfer issue analyzed,
- Q&A (15 min)

## More information

 <https://events.plgrid.pl/event/152/>

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---

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