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Towards a practical framework for code offloading in the Internet of Things
Indexado
WoS WOS:000454370600037
Scopus SCOPUS_ID:85055651309
DOI 10.1016/J.FUTURE.2018.09.056
Año 2019
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Mobile code offloading is a popular technique for enhancing the apparent capabilities of resource constrained devices. It is of particular interest for developers trying to push ever more complex algorithms into embedded devices that belong to the Internet of Things (loT). Although there is much research into this area in the realm of smartphones and tablets, the same cannot be said for loT devices, for which very few code offloading frameworks exist. This paper presents MobiCOP-loT, an extension of the MobiCOP mobile code offloading solution for the smartphone and tablet ecosystem, that supports embedded devices and Google's newest loT initiative, Android Things. MobiCOP-loT allows developers to deploy surrogates on both distant clouds and proximate nodes located on the edge. As such, MobiCOP-loT enabled applications can take advantage of the benefits of mobile edge computing to further enhance their capabilities. We tested MobiCOP-loT in a variety of scenarios and we found improvements of up to 9 times in terms of performance and energy for centralized cloud deployments, and up to 16 times in the case of edge scenarios. Moreover, we show the platform is capable of automatic horizontal scaling, which allows it to adapt to varying network traffic conditions; and multitenancy, wherein a single server instance is capable of attending multiple clients' requests with minimal loss in performance. (C) 2018 Elsevier B.V. All rights reserved.

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Disciplinas de Investigación



WOS
Computer Science, Theory & Methods
Scopus
Sin Disciplinas
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 BENEDETTO, JOSE, I Hombre Pontificia Universidad Católica de Chile - Chile
2 GONZALEZ-NARANJO, LUIS ALONSO Hombre Pontificia Universidad Católica de Chile - Chile
3 Sanabria, Pablo Hombre Pontificia Universidad Católica de Chile - Chile
4 NEYEM-CORONADO, HUGO ANDRES Hombre Pontificia Universidad Católica de Chile - Chile
5 Navon, Jaime Hombre Pontificia Universidad Católica de Chile - Chile

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Financiamiento



Fuente
AWS Cloud Credits for Research
DCC-UC research grant
CONICYT-PCHA/National PhD/2016 Grant
DCC-UC

Muestra la fuente de financiamiento declarada en la publicación.

Agradecimientos



Agradecimiento
This work was partially supported by a DCC-UC Research Grant, the CONICYT-PCHA/National PhD/2016 - No21161015 Grant and AWS Cloud Credits for Research. We would also like to thank Oscar Loyola of the Department of Electrical and Electronic Engineering at DUOC UC for assisting us in our experiments.
This work was partially supported by a DCC-UC Research Grant, the CONICYT-PCHA/National PhD/2016 – Nº 21161015 Grant and AWS Cloud Credits for Research . We would also like to thank Oscar Loyola of the Department of Electrical and Electronic Engineering at DUOC UC for assisting us in our experiments.

Muestra la fuente de financiamiento declarada en la publicación.