Presentation Open Access

Kubernetes technologies for ML-based solutions

Mauro Gattari

Talk given at "Workshop Computing@CSN5: Applications and Innovations at INFN", Bari 14-16/10/2024

Abstract: we present some Kubernetes technologies used in the design and development of ML-based solutions. In particular, KServe for model serving and Kubeflow Training Operator for distributed training. We also present some use cases using these technologies.

Files (1.8 MB)
Name Size
Computing@CSN5-2024-10.pdf
md5:070a4212f1d675b62f61ef63b38da166 		1.8 MB Download
0
0
views
downloads
All versions This version
Views 00
Downloads 00
Data volume 0 Bytes0 Bytes
Unique views 00
Unique downloads 00
Publication date:
October 21, 2024
DOI:
10.15161/oar.it/211827

INFN Open Access Repository DOI Badge

DOI 

10.15161/oar.it/211827

Markdown 

[![DOI](https://www.openaccessrepository.it/badge/DOI/10.15161/oar.it/211827.svg)](https://doi.org/10.15161/oar.it/211827)

reStructedText 

.. image:: https://www.openaccessrepository.it/badge/DOI/10.15161/oar.it/211827.svg
   :target: https://doi.org/10.15161/oar.it/211827

HTML 

<a href="https://doi.org/10.15161/oar.it/211827"><img src="https://www.openaccessrepository.it/badge/DOI/10.15161/oar.it/211827.svg" alt="DOI"></a>

Image URL 

https://www.openaccessrepository.it/badge/DOI/10.15161/oar.it/211827.svg

Target URL 

https://doi.org/10.15161/oar.it/211827

Communities:
License (for files):
Creative Commons Attribution 4.0

Versions

Version 1 10.15161/oar.it/211827 Oct 21, 2024
Cite all versions? You can cite all versions by using the DOI 10.15161/oar.it/211826. This DOI represents all versions, and will always resolve to the latest one.

Share

Cite as

Export