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Cloud Validation Suite
João Fernandes (joao.fernandes@cern.ch)
CERN, Senior Member of Staff – IT Department
Ignacio Peluaga Lozada (ignacio.peluaga.lozada@cern.ch)
CERN, Cloud Architect – IT Department
04/03/2021
3/23/21 3
• Automated
• End to End automated deployment using open technologies
• Terraform, Ansible, Docker, Kubernetes
• Abstracted
• Allow heterogenous, containerised tests to be deployed containing all
dependencies, providing working examples in how to deploy applications
• Heterogeneous
• Generic tests, applicable in any scientific field benchmarking dynamic systems
• Central repository for results
• Collect test and validation results in a structured manner (CERN S3 service)
Approach
3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 4
Cloud Test Suite
3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 5
• Current tests
• Traditional CPU benchmarking (CERN)
• End to end network measurements using perfSONAR (U. Michigan)
• Basic S3 endpoint validation (CERN)
• Generation of public cloud clusters on-demand for batch workload execution (INFN)
• Machine Learning (ML) distributed training of Generative Adversarial Networks (GANs) (CERN)
• Satellite image analysis and generation using ML Progressive Growing GANs (UNOSAT)
• Under development
• HPCaaS: validation of scientific packages using massive parallel MPI (Photon-Neutron science community)
• Reproducibility of scientific analysis on cloud: Higgs Boson demo, generic burst-out from on-prem (CERN)
• COSBench: open source benchmarking tool for S3 (CEPH community)
• Benchmarking of vendor specific offers (Google TPUs, AWS Graviton, Graphcore IPUs…)
• QCaaS: benchmarking quantum reinforcement learning algorithms for industry 4.0 (HPC community)
• Moving up the stack (SaaS): FAIR evaluators, AAI tests, etc.
Evolving Catalog
3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 6
• Initiate runs in the original platforms with the current integrated tests
• Vendors are welcome to run tests themselves before CERN makes ‘OCRE’ runs
• Test and validation to be part of the selection criteria for adoption funding
• Results to be stored as JSON files on CERN CEPH service
• OCRE consortium members can access all the results
• Vendors access only their specific results, via pre-signed S3 URLs
• Dashboard to become available during the year for user friendly data parsing and result display
• No results will be made public without agreement of the respective vendor
• OCRE aims to create a certification process for successfully validated platforms
• Process to be communicated and agreed with vendors
• Requirement: modest vendor sponsored subscription of 5k eur valid for 6 months
• Timeline: April to December 2021
OCRE context
3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 7
• Communication Channel: Cloud-Test-Suite@cern.ch
• A CERN representative will handle all communication between the
vendors technical representatives and the CERN developers
• A CERN technical representative will be responsible for deploying
and performing validation tests
• Permissions to create additional local user accounts in the award subscription are
needed for cases where members need access to run or complete those tests.
Communication with the Technical Team
3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 8
• Even commodity cloud services need validation against research workloads
”Is this cloud offering designed to the use of my research team?”, “How can I run multiple
configurations for my software?”, “Is the cloud setup too time consuming?”, “Do they have GPUs?”
etc.
• Approach is open, aiming to validate scientific requirements as wide as
possible, providing scientists working examples of deployment
• In the context of OCRE, the test suite will be used as part of the selection
criteria for the adoption funds available in the project.
• Roadmap for the European Open Science Cloud: expansion of the validation
process in view of the activities with commercial providers
• Covering aspects such as data processing, governance, compliance (i.e., data locations, data
access levels, etc.), cost optimisation and execution of exit strategies
Summary
3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 9
home.cern
Test Suite Repository:
https://github.com/cern-it-efp/EOSC-Testsuite
Test Suite Documentation:
https://eosc-testsuite.readthedocs.io/en/latest/
Demo (EGI conference 2020):
https://www.youtube.com/watch?v=ZznFp9IlGR0
Contact:
Cloud-Test-Suite@cern.ch
Thank you. Questions?

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Cloud Validation Suite Presentation for Webinar: Cloud and Earth Observation Procurement, Funding Updates and the OCRE Cloud Catalogue

  • 1. Cloud Validation Suite João Fernandes (joao.fernandes@cern.ch) CERN, Senior Member of Staff – IT Department Ignacio Peluaga Lozada (ignacio.peluaga.lozada@cern.ch) CERN, Cloud Architect – IT Department 04/03/2021
  • 2.
  • 4. • Automated • End to End automated deployment using open technologies • Terraform, Ansible, Docker, Kubernetes • Abstracted • Allow heterogenous, containerised tests to be deployed containing all dependencies, providing working examples in how to deploy applications • Heterogeneous • Generic tests, applicable in any scientific field benchmarking dynamic systems • Central repository for results • Collect test and validation results in a structured manner (CERN S3 service) Approach 3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 4
  • 5. Cloud Test Suite 3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 5
  • 6. • Current tests • Traditional CPU benchmarking (CERN) • End to end network measurements using perfSONAR (U. Michigan) • Basic S3 endpoint validation (CERN) • Generation of public cloud clusters on-demand for batch workload execution (INFN) • Machine Learning (ML) distributed training of Generative Adversarial Networks (GANs) (CERN) • Satellite image analysis and generation using ML Progressive Growing GANs (UNOSAT) • Under development • HPCaaS: validation of scientific packages using massive parallel MPI (Photon-Neutron science community) • Reproducibility of scientific analysis on cloud: Higgs Boson demo, generic burst-out from on-prem (CERN) • COSBench: open source benchmarking tool for S3 (CEPH community) • Benchmarking of vendor specific offers (Google TPUs, AWS Graviton, Graphcore IPUs…) • QCaaS: benchmarking quantum reinforcement learning algorithms for industry 4.0 (HPC community) • Moving up the stack (SaaS): FAIR evaluators, AAI tests, etc. Evolving Catalog 3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 6
  • 7. • Initiate runs in the original platforms with the current integrated tests • Vendors are welcome to run tests themselves before CERN makes ‘OCRE’ runs • Test and validation to be part of the selection criteria for adoption funding • Results to be stored as JSON files on CERN CEPH service • OCRE consortium members can access all the results • Vendors access only their specific results, via pre-signed S3 URLs • Dashboard to become available during the year for user friendly data parsing and result display • No results will be made public without agreement of the respective vendor • OCRE aims to create a certification process for successfully validated platforms • Process to be communicated and agreed with vendors • Requirement: modest vendor sponsored subscription of 5k eur valid for 6 months • Timeline: April to December 2021 OCRE context 3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 7
  • 8. • Communication Channel: Cloud-Test-Suite@cern.ch • A CERN representative will handle all communication between the vendors technical representatives and the CERN developers • A CERN technical representative will be responsible for deploying and performing validation tests • Permissions to create additional local user accounts in the award subscription are needed for cases where members need access to run or complete those tests. Communication with the Technical Team 3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 8
  • 9. • Even commodity cloud services need validation against research workloads ”Is this cloud offering designed to the use of my research team?”, “How can I run multiple configurations for my software?”, “Is the cloud setup too time consuming?”, “Do they have GPUs?” etc. • Approach is open, aiming to validate scientific requirements as wide as possible, providing scientists working examples of deployment • In the context of OCRE, the test suite will be used as part of the selection criteria for the adoption funds available in the project. • Roadmap for the European Open Science Cloud: expansion of the validation process in view of the activities with commercial providers • Covering aspects such as data processing, governance, compliance (i.e., data locations, data access levels, etc.), cost optimisation and execution of exit strategies Summary 3/23/21 joao.fernandes@cern.ch | Cloud Test Suite 9
  • 10. home.cern Test Suite Repository: https://github.com/cern-it-efp/EOSC-Testsuite Test Suite Documentation: https://eosc-testsuite.readthedocs.io/en/latest/ Demo (EGI conference 2020): https://www.youtube.com/watch?v=ZznFp9IlGR0 Contact: Cloud-Test-Suite@cern.ch Thank you. Questions?