Open Access
Issue |
EPJ Web of Conf.
Volume 295, 2024
26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023)
|
|
---|---|---|
Article Number | 07040 | |
Number of page(s) | 9 | |
Section | Facilities and Virtualization | |
DOI | https://doi.org/10.1051/epjconf/202429507040 | |
Published online | 06 May 2024 |
- About ROOT, https://root.cern/about/ [Google Scholar]
- V. Kuznetsov, L. Giommi, D. Bonacorsi, Comput. Softw. Big Sci. 5, 17 (2021), 2007.14781 [CrossRef] [Google Scholar]
- L. Giommi, V. Kuznetsov, D. Bonacorsi, D. Spiga, PoS ISGC2021, 019 (2021) [Google Scholar]
- L. Giommi, D. Spiga, V. Kuznetsov, D. Bonacorsi, M. Paladino, PoS ISGC2022, 012 (2022) [Google Scholar]
- L. Giommi, D. Spiga, V. Kuznetsov, D. Bonacorsi, PoS ICHEP2022, 968 (2022) [Google Scholar]
- D. Salomoni, I. Campos, L. Gaido, G. Donvito, M. Antonacci et al., INDIGO-Datacloud: foundations and architectural description of a Platform as a Service oriented to scientific computing (2016), https://arxiv.org/abs/1603.09536 [Google Scholar]
- INFN Cloud, https://www.cloud.infn.it [Google Scholar]
- MLaaS4HEP, https://github.com/lgiommi/MLaaS4HEP [Google Scholar]
- NumPy: the fundamental package for scientific computing with Python, https://numpy.org [Google Scholar]
- Uproot, https://uproot.readthedocs.io/en/latest/index.html [Google Scholar]
- XRootD, https://xrootd.slac.stanford.edu [Google Scholar]
- TFaaS, https://github.com/vkuznet/TFaaS [Google Scholar]
- Keras: Simple. Flexible. Powerful., https://keras.io [Google Scholar]
- PyTorch, https://pytorch.org [Google Scholar]
- scikit-learn: Machine Learning in Python, https://scikit-learn.org/stable/ [Google Scholar]
- XGBoost Documentation, https://xgboost.readthedocs.io/en/stable/ [Google Scholar]
- Flask, https://flask.palletsprojects.com/en/3.0.x/ [Google Scholar]
- OAuth2-Proxy server, https://oauth2-proxy.github.io/oauth2-proxy/ [Google Scholar]
- oidc-agent, https://indigo-dc.gitbook.io/oidc-agent/ [Google Scholar]
- compose-xrootd, https://github.com/comp-dev-cms-ita/compose-xrootd [Google Scholar]
- Docker: Accelerated Container Application Development, https://www.docker. com [Google Scholar]
- INFN Cloud customized Tosca templates, https://baltig.infn.it/infn-cloud/ tosca-templates [Google Scholar]
- Ansible is Simple IT Automation, https://www.ansible.com [Google Scholar]
- HELM: The package manager for Kubernetes, https://helm.sh [Google Scholar]
- Docker-compose file to deploy the MLaaS4HEP service, https://github.com/ lgiommi/MLaaS4HEP_server/blob/master/docker-compose.yaml [Google Scholar]
- MLaaS4HEP service demo, https://www.youtube.com/watch?v=_JHg4oTeVbc [Google Scholar]
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