HEPCloud, an Elastic Hybrid HEP Facility using an Intelligent Decision Support System Article Swipe
Parag Mhashilkar
,
Mine Altunay
,
Eileen Berman
,
D. Dagenhart
,
Stuart Fuess
,
B. Holzman
,
Jim Kowalkowski
,
Dmitry Litvintsev
,
Qiming Lu
,
Alexander Moibenko
,
M. Paterno
,
Panagiotis Spentzouris
,
S. Timm
,
Anthony Tiradani
,
Eric Vaandering
,
John Hover
,
Jose Caballero Bejar
·
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.1904.08988
YOU?
·
· 2019
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.1904.08988
HEPCloud is rapidly becoming the primary system for provisioning compute resources for all Fermilab-affiliated experiments. In order to reliably meet the peak demands of the next generation of High Energy Physics experiments, Fermilab must plan to elastically expand its computational capabilities to cover the forecasted need. Commercial cloud and allocation-based High Performance Computing (HPC) resources both have explicit and implicit costs that must be considered when deciding when to provision these resources, and at which scale. In order to support such provisioning in a manner consistent with organizational business rules and budget constraints, we have developed a modular intelligent decision support system (IDSS) to aid in the automatic provisioning of resources spanning multiple cloud providers, multiple HPC centers, and grid computing federations. In this paper, we discuss the goals and architecture of the HEPCloud Facility, the architecture of the IDSS, and our early experience in using the IDSS for automated facility expansion both at Fermi and Brookhaven National Laboratory.
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https://doi.org/10.48550/arxiv.1904.08988Digital Object Identifier
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HEPCloud, an Elastic Hybrid HEP Facility using an Intelligent Decision Support SystemWork title
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paratextOpenAlex work type
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enPrimary language
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2019Year of publication
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2019-04-18Full publication date if available
- Authors
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Parag Mhashilkar, Mine Altunay, Eileen Berman, D. Dagenhart, Stuart Fuess, B. Holzman, Jim Kowalkowski, Dmitry Litvintsev, Qiming Lu, Alexander Moibenko, M. Paterno, Panagiotis Spentzouris, S. Timm, Anthony Tiradani, Eric Vaandering, John Hover, Jose Caballero BejarList of authors in order
- Open access
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YesWhether a free full text is available
- OA status
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greenOpen access status per OpenAlex
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https://www.osti.gov/biblio/1513286Direct OA link when available
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Decision support system, Computer science, Intelligent decision support system, Systems engineering, Artificial intelligence, EngineeringTop concepts (fields/topics) attached by OpenAlex
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