Towards a Framework for Intelligent Sampling: Comprehensive Review of Challenges, AI Techniques, and Tools
10
Lander Bonilla,
Jon Aguirre-Usandizaga,
Asier Garcia-Perez,
Maria Jose López Osa,
Idoia Murua Belacortu,
Josu Díaz-de-Arcaya,
Jordi Arjona Aroca,
Ana Torre-Bastida,
Raul Miñón,
Aitor Almeida
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Conference paper
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2025
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≈ 240.9 KB
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GREENDAI: Towards an observability tool for sustainable green distributed artificial intelligence
7
Jon Aguirre-Usandizaga,
Lander Bonilla,
Asier Garcia-Perez,
Josu Díaz-de-Arcaya,
Raul Miñón,
Ana Torre-Bastida,
Aitor Almeida
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Conference paper
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2025
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≈ 238.4 KB
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Purity: a New Dimension for Measuring Data Centralization Quality
5
Lander Bonilla,
Maria Jose López Osa,
Josu Díaz-de-Arcaya,
Ana Torre-Bastida,
Aitor Almeida
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Conference paper
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2024
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Akats: A System for Resilient Deployments on Edge Computing Environments Using Federated Machine Learning Techniques
7
Josu Díaz-de-Arcaya,
Ana Torre-Bastida,
Lander Bonilla,
Juan López de Armentia,
Raul Miñón,
Gorka Zarate,
Aitor Almeida
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Conference paper
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2023
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≈ 379.4 KB
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A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey
5
Josu Díaz-de-Arcaya,
Ana Torre-Bastida,
Gorka Zarate,
Raul Miñón,
Aitor Almeida
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Journal article
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2023
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≈ 825.0 KB
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IEM: A Unified Lifecycle Orchestrator for Multilingual IaC Deployments
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Josu Díaz-de-Arcaya,
Eneko Osaba,
Gorka Benguria,
Iñaki Etxaniz,
Jesus L. Lobo,
Juncal Alonso,
Ana Torre-Bastida,
Aitor Almeida
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Conference paper
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2023
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≈ 545.9 KB
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Orfeon: An AIOps framework for the goal-driven operationalization of distributed analytical pipelines
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Josu Díaz-de-Arcaya,
Ana Torre-Bastida,
Raul Miñón,
Aitor Almeida
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Journal article
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2022
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≈ 1.0 MB
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PADL: A Modeling and Deployment Language for Advanced Analytical Services
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Josu Díaz-de-Arcaya,
Raul Miñón,
Ana Torre-Bastida,
Javier Del Ser,
Aitor Almeida
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Journal article
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2020
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≈ 792.0 KB
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PADL: a Language for the Operationalization of Distributed Analytical Pipelines over Edge/Fog Computing Environments
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Josu Díaz-de-Arcaya,
Raul Miñón,
Ana Torre-Bastida,
Javier Del Ser,
Aitor Almeida
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Conference paper
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2020
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≈ 202.6 KB
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Ana Torre-Bastida