A High-Level Ontology Network for ICT Infrastructures

Corcho, Oscar and Chaves-Fraga, David and Toledo, Jhon and Arenas-Guerrero, Julián and Badenes-Olmedo, Carlos and Mingxue, Wang and Peng, Hu and Burrett, Nicholas and Mora, José and Zhang, Puchao (2021). A High-Level Ontology Network for ICT Infrastructures. In: "20th International Semantic Web Conference, ISWC 2021,", October 24–28, 2021, Virtual Event. https://doi.org/10.1007/978-3-030-88361-4_26.

Description

Title: A High-Level Ontology Network for ICT Infrastructures
Author/s:
  • Corcho, Oscar
  • Chaves-Fraga, David
  • Toledo, Jhon
  • Arenas-Guerrero, Julián
  • Badenes-Olmedo, Carlos
  • Mingxue, Wang
  • Peng, Hu
  • Burrett, Nicholas
  • Mora, José
  • Zhang, Puchao
Item Type: Presentation at Congress or Conference (Article)
Event Title: 20th International Semantic Web Conference, ISWC 2021,
Event Dates: October 24–28, 2021
Event Location: Virtual Event
Title of Book: Proceedings 20th International Semantic Web Conference, ISWC 2021,
Date: 30 September 2021
ISSN: 978-3-030-88361-4
Subjects:
Faculty: E.T.S. de Ingenieros Informáticos (UPM)
Department: Arquitectura y Tecnología de Sistemas Informáticos
UPM's Research Group: Ontology Engineering Group OEG
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

The ICT infrastructures of medium and large organisations that offer ICT services (infrastructure, platforms, software, applications, etc.) are becoming increasingly complex. Nowadays, these environments combine all sorts of hardware (e.g., CPUs, GPUs, storage elements, network equipment) and software (e.g., virtual machines, servers, microservices, services, products, AI models). Tracking, understanding and acting upon all the data produced in the context of such environments is hence challenging. Configuration management databases have been so far widely used to store and provide access to relevant information and views on these components and on their relationships. However, different databases are organised according to different schemas. Despite existing efforts in standardising the main entities relevant for configuration management, there is not yet a core set of ontologies that describes these environments homogeneously, and which can be easily extended when new types of items appear. This paper presents an ontology network created with the purpose of serving as an initial step towards an homogeneous representation of this domain, and which has been already used to produce a knowledge graph for a large ICT company.

More information

Item ID: 72099
DC Identifier: https://oa.upm.es/72099/
OAI Identifier: oai:oa.upm.es:72099
DOI: 10.1007/978-3-030-88361-4_26
Official URL: https://link.springer.com/chapter/10.1007/978-3-030-88361-4_26
Deposited by: Julián Arenas-Guerrero
Deposited on: 21 Nov 2022 09:07
Last Modified: 21 Nov 2022 09:10
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