| Full text | |
| Author(s): Show less - |
Konzen, Marcos Paulo
;
Ramires Izolan, Patric Lincoln
;
Griesang, Fabio Junior
;
De Souza, Paulo Silas
;
Ferreto, Tiago Coelho
;
Lorenzon, Arthur Francisco
;
Luizelli, Marcelo Caggiani
;
Balzano De Mattos, Julio Carlos
;
Da Rosa, Cinara Ewerling
;
Rossi, Fabio Diniz
;
VanSteen, M
;
Ferguson, D
;
Pahl, C
Total Authors: 13
|
| Document type: | Journal article |
| Source: | PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE (CLOSER); v. N/A, p. 8-pg., 2022-01-01. |
| Abstract | |
Virtual sensors are software entities that allow the estimation, through models, of critical variables in a given environment. Metrics can be modeled computationally to estimate the values measured by a sensor without installing it physically in the specified location. The monitoring and control of its variables by the edge are of great importance, as they are directly related to increased productivity. This article presents the idea behind virtual sensors, discusses some challenges and trends, presents such sensors' modeling for estimating values, and gives results based on a Smart Farming case study. The results show that the virtual sensors' estimated values are very close to reality, which shows that our method can be used with very high confidence. (AU) | |
| FAPESP's process: | 18/23092-1 - Telemetry orchestration in programmable data planes |
| Grantee: | Marcelo Caggiani Luizelli |
| Support Opportunities: | Regular Research Grants |
| FAPESP's process: | 20/05183-0 - SkyNet: towards smart data planes |
| Grantee: | Luciano Paschoal Gaspary |
| Support Opportunities: | Research Projects - Thematic Grants |
| FAPESP's process: | 20/05115-4 - Probing planning for In-band network telemetry |
| Grantee: | Fábio Diniz Rossi |
| Support Opportunities: | Regular Research Grants |