Archi deploys configurable agents on ingested documentation, historical data, and live monitoring to support CMS computing operators at CERN, with positive results on real queries and competitive performance from local open-weight models.
Any Data, Any Time, Anywhere: Global Data Access for Science
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abstract
Data access is key to science driven by distributed high-throughput computing (DHTC), an essential technology for many major research projects such as High Energy Physics (HEP) experiments. However, achieving efficient data access becomes quite difficult when many independent storage sites are involved because users are burdened with learning the intricacies of accessing each system and keeping careful track of data location. We present an alternate approach: the Any Data, Any Time, Anywhere infrastructure. Combining several existing software products, AAA presents a global, unified view of storage systems - a "data federation," a global filesystem for software delivery, and a workflow management system. We present how one HEP experiment, the Compact Muon Solenoid (CMS), is utilizing the AAA infrastructure and some simple performance metrics.
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hep-ex 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
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Archi: Agentic Operations at the CMS Experiment
Archi deploys configurable agents on ingested documentation, historical data, and live monitoring to support CMS computing operators at CERN, with positive results on real queries and competitive performance from local open-weight models.