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What is MMS Developing?

Greg Dean

University at Buffalo Center for Computational Research

ACCESS Metrics

NSF Award: OCI 2137603

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Highlights of ACCESS XDMoD Development

  • Performance enhancements
    • Improvement to both viewing charts and to the ingestion of data
  • Increasing data availability
    • Adding OSG and Cloud allocation information to Allocations realm
      • Add new group by's for PI Institution, PI Institution Type, PI Institution Location(Country and State), PI Institution Carnegie Classification
  • Increase awareness of ACCESS XDMoD to end users
    • Embedding users' job performance into ACCESS OnDemand instances
      • Developing authentication mechanism between ACCESS OnDemand instances and ACCESS XDMoD using JSON Web Tokens.

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New Resource Integrations

  • Category 1
    • CloudBank 2
      • Allocations information
      • Adding ACCESS Credit Equivalents to CloudBank realm
    • Nexus (GA Tech)
    • AMA27 (SUNY StonyBrook)
    • DeltaAI (NCSA)
    • SDSC Voyager
  • Category 2
    • Cosmos (SDSC)
    • REPACSS (Texas Tech)
    • National Research Platform
      • Kubernetes systems

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Reports for RPs

  • Interactive report showing usage and performance information.
  • To be sent to RPs monthly and also available on demand.
  • Presented initial version of the report at PEARC25 and RP Forum and have been incorporating feedback from RPs on the content and presentation of the report.
  • Developing infrastructure to send reports automatically and making iterative improvements to the reports.

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ACCESS Q&A Bot - XDMoD Integration

  • XDMoD data integration release planned for September Quarterly
  • Upcoming development:
    • Add automated testing
    • Allow for filtered chart queries
    • Improve RAG model accuracy