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A Data as a Service Metamodel for Managing Information of Healthcare and Internet of Things Applications

  • Universidad de Cuenca

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Scopus citations

Abstract

Internet of Things (IoT) applications nowadays generate a large amount of data, which are continually requiring adequate treatment and services on the Cloud to be available to stakeholders. Healthcare applications manage critical data from different sources as patient charts, Electronic Health Record (EHR), and devices which need security levels, data formatting, and quality of data due to their importance and sensitivity. Data as a Service (DaaS) is a data management framework provided though services on Cloud to bring data storage, integration, processing, analysis services, security, availability, elasticity, and quality characteristics to the data concerning the stakeholders. In this context, this paper proposes a data management solution deployed as DaaS for the healthcare domain presented through a metamodel focused on the federation pattern of data based on an Extract-Transform-Load (ETL) model for data classification; and considering a brief analysis of the non-functional characteristics proper of the DaaS domain as the security, confidentiality, priority, and availability. The metamodel is validated through an instantiation process using the MOntreal Cognitive Assessment (MOCA) test as the entry. Finally, it is presented a discussion from four stakeholder perspectives (e.g., data engineer, IoT solution developer, data quality analyst, health professional) about the solution.

Original languageEnglish
Title of host publicationInformation and Communication Technologies - 8th Conference, TICEC 2020, Proceedings
EditorsGermania Rodriguez Morales, Efraín R. Fonseca C., Juan Pablo Salgado, Pablo Pérez-Gosende, Marcos Orellana Cordero, Santiago Berrezueta
PublisherSpringer Science and Business Media Deutschland GmbH
Pages272-286
Number of pages15
ISBN (Print)9783030628321
DOIs
StatePublished - 2020
Event8th Conference on Information and Communication Technologies of Ecuador, TICEC 2020 - Guayaquil, Ecuador
Duration: 25 Nov 202027 Nov 2020

Publication series

NameCommunications in Computer and Information Science
Volume1307
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference8th Conference on Information and Communication Technologies of Ecuador, TICEC 2020
Country/TerritoryEcuador
CityGuayaquil
Period25/11/2027/11/20

Keywords

  • Ambient assisted living
  • Data as a service
  • Healthcare
  • Internet of things
  • Metamodel
  • Model-Driven engineering

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