SDN-based Scheduling Strategy on Load Balancing of Virtual Sensor Resources in Sensor-Cloud

Fatemeh Banaie; Mohammad Hossein Yaghmaee; Seyed Amin Hosseini

doi:10.1109/ISTEL.2016.7881905

SDN-based Scheduling Strategy on Load Balancing of Virtual Sensor Resources in Sensor-Cloud

Fatemeh Banaie, Mohammad Hossein Yaghmaee, Seyed Amin Hosseini

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Citations (Scopus)

Abstract

Sensor-cloud has recently emerged as a promising technology that provides sensor management approaches and facilitates sensor data sharing by virtualizing the physical sensors on a cloud platform. This framework is a new trend to deploy and execute various smart applications with rapidly changing in the amount of traffic loads. Therefore, it is essential to provide a platform to meet demand variation, while ensuring a given QoS. In this paper, we present a scheduling strategy on load balancing of virtual sensor resources based on Software Defined Networking (SDN). To do that, we propose to model system using queuing model with variable number of virtual sensor instances. Experimental results prove that this method is able to realize load balancing and reasonable resources utilization both in stable and variant system load.

Original language	English
Title of host publication	2016 8th International Symposium on Telecommunications
Subtitle of host publication	IST 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	666-671
Number of pages	6
ISBN (Electronic)	9781509034352, 9781509034345
ISBN (Print)	9781509034369
DOIs	https://doi.org/10.1109/ISTEL.2016.7881905
Publication status	Published - 20 Mar 2017
Externally published	Yes
Event	8th International Symposium on Telecommunications - Tehran, Iran, Islamic Republic of Duration: 27 Sep 2016 → 28 Sep 2016 Conference number: 8

Conference

Conference	8th International Symposium on Telecommunications
Abbreviated title	IST 2016
Country/Territory	Iran, Islamic Republic of
City	Tehran
Period	27/09/16 → 28/09/16

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Cite this

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title = "SDN-based Scheduling Strategy on Load Balancing of Virtual Sensor Resources in Sensor-Cloud",

abstract = "Sensor-cloud has recently emerged as a promising technology that provides sensor management approaches and facilitates sensor data sharing by virtualizing the physical sensors on a cloud platform. This framework is a new trend to deploy and execute various smart applications with rapidly changing in the amount of traffic loads. Therefore, it is essential to provide a platform to meet demand variation, while ensuring a given QoS. In this paper, we present a scheduling strategy on load balancing of virtual sensor resources based on Software Defined Networking (SDN). To do that, we propose to model system using queuing model with variable number of virtual sensor instances. Experimental results prove that this method is able to realize load balancing and reasonable resources utilization both in stable and variant system load.",

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author = "Fatemeh Banaie and Yaghmaee, {Mohammad Hossein} and Hosseini, {Seyed Amin}",

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Banaie, F, Yaghmaee, MH & Hosseini, SA 2017, SDN-based Scheduling Strategy on Load Balancing of Virtual Sensor Resources in Sensor-Cloud. in 2016 8th International Symposium on Telecommunications: IST 2016., 7881905, Institute of Electrical and Electronics Engineers Inc., pp. 666-671, 8th International Symposium on Telecommunications, Tehran, Iran, Islamic Republic of, 27/09/16. https://doi.org/10.1109/ISTEL.2016.7881905

SDN-based Scheduling Strategy on Load Balancing of Virtual Sensor Resources in Sensor-Cloud. / Banaie, Fatemeh; Yaghmaee, Mohammad Hossein; Hosseini, Seyed Amin.

2016 8th International Symposium on Telecommunications: IST 2016. Institute of Electrical and Electronics Engineers Inc., 2017. p. 666-671 7881905.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - SDN-based Scheduling Strategy on Load Balancing of Virtual Sensor Resources in Sensor-Cloud

AU - Banaie, Fatemeh

AU - Yaghmaee, Mohammad Hossein

AU - Hosseini, Seyed Amin

N1 - Conference code: 8

PY - 2017/3/20

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N2 - Sensor-cloud has recently emerged as a promising technology that provides sensor management approaches and facilitates sensor data sharing by virtualizing the physical sensors on a cloud platform. This framework is a new trend to deploy and execute various smart applications with rapidly changing in the amount of traffic loads. Therefore, it is essential to provide a platform to meet demand variation, while ensuring a given QoS. In this paper, we present a scheduling strategy on load balancing of virtual sensor resources based on Software Defined Networking (SDN). To do that, we propose to model system using queuing model with variable number of virtual sensor instances. Experimental results prove that this method is able to realize load balancing and reasonable resources utilization both in stable and variant system load.

AB - Sensor-cloud has recently emerged as a promising technology that provides sensor management approaches and facilitates sensor data sharing by virtualizing the physical sensors on a cloud platform. This framework is a new trend to deploy and execute various smart applications with rapidly changing in the amount of traffic loads. Therefore, it is essential to provide a platform to meet demand variation, while ensuring a given QoS. In this paper, we present a scheduling strategy on load balancing of virtual sensor resources based on Software Defined Networking (SDN). To do that, we propose to model system using queuing model with variable number of virtual sensor instances. Experimental results prove that this method is able to realize load balancing and reasonable resources utilization both in stable and variant system load.

KW - Resource utilization

KW - Scheduling

KW - Sensor-cloud

KW - Software Defined Networking (SDN)

KW - Virtualizing

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BT - 2016 8th International Symposium on Telecommunications

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 8th International Symposium on Telecommunications

Y2 - 27 September 2016 through 28 September 2016

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SDN-based Scheduling Strategy on Load Balancing of Virtual Sensor Resources in Sensor-Cloud

Abstract

Conference

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