TY - GEN
T1 - Toward Sensor-Cloud Integration as a Service
T2 - 8th International Conference on Body Area Networks, BODYNETS 2013
AU - Phan, D͡ng H.
AU - Suzuki, Junichi
AU - Omura, Shingo
AU - Oba, Katsuya
N1 - Publisher Copyright:
Copyright © 2013 ICST.
PY - 2013/10/29
Y1 - 2013/10/29
N2 - 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.
AB - 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.
KW - Cloud computing
KW - Evolutionary algorithms
KW - Multiobjective optimization
KW - Wireless sensor networks
UR - https://www.scopus.com/pages/publications/84925270835
UR - https://www.scopus.com/pages/publications/84925270835#tab=citedBy
UR - https://www.scopus.com/pages/publications/84947059999
UR - http://www.scopus.com/inward/citedby.url?scp=84947059999&partnerID=8YFLogxK
U2 - 10.4108/icst.bodynets.2013.253639
DO - 10.4108/icst.bodynets.2013.253639
M3 - Conference contribution
AN - SCOPUS:84925270835
T3 - Proceedings of the 8th International Conference on Body Area Networks, BodyNets 2013
SP - 355
EP - 362
BT - Proceedings of the 8th International Conference on Body Area Networks, BodyNets 2013
A2 - Suzuki, Junichi
A2 - Wang, Honggang
PB - ICST
Y2 - 30 September 2013 through 2 October 2013
ER -