Smart Caching in a Data Lake for High Energy Physics Analysis Article Swipe
T. Tedeschi
,
Marco Baioletti
,
D. Ciangottini
,
Valentina Poggioni
,
D. Spiga
,
Loriano Storchi
,
Mirco Tracolli
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1007/s10723-023-09664-z
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1007/s10723-023-09664-z
The continuous growth of data production in almost all scientific areas raises new problems in data access and management, especially in a scenario where the end-users, as well as the resources that they can access, are worldwide distributed. This work is focused on the data caching management in a Data Lake infrastructure in the context of the High Energy Physics field. We are proposing an autonomous method, based on Reinforcement Learning techniques, to improve the user experience and to contain the maintenance costs of the infrastructure.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1007/s10723-023-09664-z
- https://link.springer.com/content/pdf/10.1007/s10723-023-09664-z.pdf
- OA Status
- hybrid
- Cited By
- 3
- References
- 24
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4384068267
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4384068267Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1007/s10723-023-09664-zDigital Object Identifier
- Title
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Smart Caching in a Data Lake for High Energy Physics AnalysisWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2023Year of publication
- Publication date
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2023-07-12Full publication date if available
- Authors
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T. Tedeschi, Marco Baioletti, D. Ciangottini, Valentina Poggioni, D. Spiga, Loriano Storchi, Mirco TracolliList of authors in order
- Landing page
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https://doi.org/10.1007/s10723-023-09664-zPublisher landing page
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https://link.springer.com/content/pdf/10.1007/s10723-023-09664-z.pdfDirect link to full text PDF
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YesWhether a free full text is available
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hybridOpen access status per OpenAlex
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https://link.springer.com/content/pdf/10.1007/s10723-023-09664-z.pdfDirect OA link when available
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Computer science, Context (archaeology), Data management, Work (physics), Reinforcement learning, Field (mathematics), Data science, Data access, Database, Mechanical engineering, Engineering, Pure mathematics, Mathematics, Artificial intelligence, Biology, PaleontologyTop concepts (fields/topics) attached by OpenAlex
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3Total citation count in OpenAlex
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2025: 1, 2024: 2Per-year citation counts (last 5 years)
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-
10Other works algorithmically related by OpenAlex
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