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 language | English |
|---|---|
| Title of host publication | Information and Communication Technologies - 8th Conference, TICEC 2020, Proceedings |
| Editors | Germania Rodriguez Morales, Efraín R. Fonseca C., Juan Pablo Salgado, Pablo Pérez-Gosende, Marcos Orellana Cordero, Santiago Berrezueta |
| Publisher | Springer Science and Business Media Deutschland GmbH |
| Pages | 272-286 |
| Number of pages | 15 |
| ISBN (Print) | 9783030628321 |
| DOIs | |
| State | Published - 2020 |
| Event | 8th Conference on Information and Communication Technologies of Ecuador, TICEC 2020 - Guayaquil, Ecuador Duration: 25 Nov 2020 → 27 Nov 2020 |
Publication series
| Name | Communications in Computer and Information Science |
|---|---|
| Volume | 1307 |
| ISSN (Print) | 1865-0929 |
| ISSN (Electronic) | 1865-0937 |
Conference
| Conference | 8th Conference on Information and Communication Technologies of Ecuador, TICEC 2020 |
|---|---|
| Country/Territory | Ecuador |
| City | Guayaquil |
| Period | 25/11/20 → 27/11/20 |
Keywords
- Ambient assisted living
- Data as a service
- Healthcare
- Internet of things
- Metamodel
- Model-Driven engineering
Fingerprint
Dive into the research topics of 'A Data as a Service Metamodel for Managing Information of Healthcare and Internet of Things Applications'. Together they form a unique fingerprint.Projects
- 1 Finished
-
Design of architectures and interaction models for assisted life environments oriented to older adults. Study case: recreational and social environments.
Cedillo Orellana, I. P. (Director), Pesantez Cabrera, P. G. (Researcher), Bermeo Arpi, A. E. (Research Technician), Prado Cabrera, K. D. (Research Technician), Valdez Solis, W. F. (Research Technician) & Cajamarca Morquecho, M. G. (Research Associate)
9/09/19 → 30/04/22
Project: Research
Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver