Toward sensor-cloud integration as a service: optimizing three-tier communication in cloud-integrated sensor networks

Authors:
Dung H. Phan;Junichi Suzuki;Shingo Omura;Katsuya Oba
Affiliations:
University of Massachusetts, Boston, MA;University of Massachusetts, Boston, MA;OGIS International, Inc., San Mateo, CA;OGIS International, Inc., San Mateo, CA
Venue:
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
Year:
2013

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Abstract

This paper proposes a cloud-integrated sensor networking architecture, called Sensor-Cloud Integration Platform as a Service (SC-iPaaS), which hosts virtualized sensors in clouds and operates physical sensors through their virtual counterparts. SC-iPaaS performs push-pull hybrid communication between three layers: cloud, edge and sensor layers. This paper formulates an optimization problem for SC-iPaaS to seek the optimal data transmission rates for individual nodes and examines evolutionary optimization with respect to multiple conflicting objectives subject to given constraints. Simulation results show that multiobjective analysis is critical in configuring and operating three-tier push-pull hybrid communication in SC-iPaaS.