A double auction mechanism for virtual resource allocation in SDN-based cellular network

Di Zhang; Zheng Chang; Fei Richard Yu; Xianfu Chen; Timo Hämäläinen

doi:10.1109/PIMRC.2016.7794896

A double auction mechanism for virtual resource allocation in SDN-based cellular network

Di Zhang, Zheng Chang, Fei Richard Yu, Xianfu Chen, Timo Hämäläinen

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

10 Citations (Scopus)

Abstract

The explosively growing demands for mobile traffic service bring both challenges and opportunities to wireless networks, among which, wireless network virtualization is proposed as the main evolution towards 5G. In this paper, we first propose a Software Defined Network (SDN) based wireless virtualization architecture for enabling multi-flow transmission in order to save capital expenses (CapEx) and operation expenses (OpEx) significantly with multiple Infrastructures Providers (InPs) and multiple Mobile Virtual Network Operators (MVNOs). We formulate the virtual resource allocation problem with diverse QoS requirements as a social welfare maximization problem with transaction cost. Due to the high computational complexity of formulated problem and hidden information of InPs and MVNOs for SDN controller, we introduce the shadow price for ensuring the desirable economic properties as well as the total welfare of system. Simulations are conducted with different system configurations to show the effectiveness of the proposed SDN based wireless virtualization framework and double auction mechanism.

Original language	English
Title of host publication	Personal, Indoor, and Mobile Radio Communications (PIMRC), 2016 IEEE 27th Annual International Symposium on
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	1-6
ISBN (Electronic)	978-1-5090-3254-9
ISBN (Print)	978-1-5090-3255-6
DOIs	https://doi.org/10.1109/PIMRC.2016.7794896
Publication status	Published - 22 Dec 2016
MoE publication type	A4 Article in a conference publication
Event	27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2016 - Valencia Conference Centre Avda, Valencia, Spain Duration: 4 Sep 2016 → 8 Sep 2016 Conference number: 27

Conference

Conference	27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2016
Abbreviated title	PIMRC 2016
Country	Spain
City	Valencia
Period	4/09/16 → 8/09/16

Keywords

economics
quality of service
radio communication
resource allocation
virtual reality
wireless networks

Access to Document

10.1109/PIMRC.2016.7794896

Fingerprint Dive into the research topics of 'A double auction mechanism for virtual resource allocation in SDN-based cellular network'. Together they form a unique fingerprint.

Cite this

Zhang, D., Chang, Z., Yu, F. R., Chen, X., & Hämäläinen, T. (2016). A double auction mechanism for virtual resource allocation in SDN-based cellular network. In Personal, Indoor, and Mobile Radio Communications (PIMRC), 2016 IEEE 27th Annual International Symposium on (pp. 1-6). IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/PIMRC.2016.7794896

@inproceedings{b8f0733103314d84befdc06881564708,

title = "A double auction mechanism for virtual resource allocation in SDN-based cellular network",

abstract = "The explosively growing demands for mobile traffic service bring both challenges and opportunities to wireless networks, among which, wireless network virtualization is proposed as the main evolution towards 5G. In this paper, we first propose a Software Defined Network (SDN) based wireless virtualization architecture for enabling multi-flow transmission in order to save capital expenses (CapEx) and operation expenses (OpEx) significantly with multiple Infrastructures Providers (InPs) and multiple Mobile Virtual Network Operators (MVNOs). We formulate the virtual resource allocation problem with diverse QoS requirements as a social welfare maximization problem with transaction cost. Due to the high computational complexity of formulated problem and hidden information of InPs and MVNOs for SDN controller, we introduce the shadow price for ensuring the desirable economic properties as well as the total welfare of system. Simulations are conducted with different system configurations to show the effectiveness of the proposed SDN based wireless virtualization framework and double auction mechanism.",

keywords = "economics, quality of service, radio communication, resource allocation, virtual reality, wireless networks",

author = "Di Zhang and Zheng Chang and Yu, {Fei Richard} and Xianfu Chen and Timo H{\"a}m{\"a}l{\"a}inen",

year = "2016",

month = dec,

day = "22",

doi = "10.1109/PIMRC.2016.7794896",

language = "English",

isbn = "978-1-5090-3255-6",

pages = "1--6",

booktitle = "Personal, Indoor, and Mobile Radio Communications (PIMRC), 2016 IEEE 27th Annual International Symposium on",

publisher = "IEEE Institute of Electrical and Electronic Engineers",

address = "United States",

note = "27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2016, PIMRC 2016 ; Conference date: 04-09-2016 Through 08-09-2016",

}

Zhang, D, Chang, Z, Yu, FR, Chen, X & Hämäläinen, T 2016, A double auction mechanism for virtual resource allocation in SDN-based cellular network. in Personal, Indoor, and Mobile Radio Communications (PIMRC), 2016 IEEE 27th Annual International Symposium on. IEEE Institute of Electrical and Electronic Engineers, pp. 1-6, 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2016, Valencia, Spain, 4/09/16. https://doi.org/10.1109/PIMRC.2016.7794896

A double auction mechanism for virtual resource allocation in SDN-based cellular network. / Zhang, Di; Chang, Zheng; Yu, Fei Richard; Chen, Xianfu; Hämäläinen, Timo.

Personal, Indoor, and Mobile Radio Communications (PIMRC), 2016 IEEE 27th Annual International Symposium on. IEEE Institute of Electrical and Electronic Engineers, 2016. p. 1-6.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - A double auction mechanism for virtual resource allocation in SDN-based cellular network

AU - Zhang, Di

AU - Chang, Zheng

AU - Yu, Fei Richard

AU - Chen, Xianfu

AU - Hämäläinen, Timo

N1 - Conference code: 27

PY - 2016/12/22

Y1 - 2016/12/22

N2 - The explosively growing demands for mobile traffic service bring both challenges and opportunities to wireless networks, among which, wireless network virtualization is proposed as the main evolution towards 5G. In this paper, we first propose a Software Defined Network (SDN) based wireless virtualization architecture for enabling multi-flow transmission in order to save capital expenses (CapEx) and operation expenses (OpEx) significantly with multiple Infrastructures Providers (InPs) and multiple Mobile Virtual Network Operators (MVNOs). We formulate the virtual resource allocation problem with diverse QoS requirements as a social welfare maximization problem with transaction cost. Due to the high computational complexity of formulated problem and hidden information of InPs and MVNOs for SDN controller, we introduce the shadow price for ensuring the desirable economic properties as well as the total welfare of system. Simulations are conducted with different system configurations to show the effectiveness of the proposed SDN based wireless virtualization framework and double auction mechanism.

AB - The explosively growing demands for mobile traffic service bring both challenges and opportunities to wireless networks, among which, wireless network virtualization is proposed as the main evolution towards 5G. In this paper, we first propose a Software Defined Network (SDN) based wireless virtualization architecture for enabling multi-flow transmission in order to save capital expenses (CapEx) and operation expenses (OpEx) significantly with multiple Infrastructures Providers (InPs) and multiple Mobile Virtual Network Operators (MVNOs). We formulate the virtual resource allocation problem with diverse QoS requirements as a social welfare maximization problem with transaction cost. Due to the high computational complexity of formulated problem and hidden information of InPs and MVNOs for SDN controller, we introduce the shadow price for ensuring the desirable economic properties as well as the total welfare of system. Simulations are conducted with different system configurations to show the effectiveness of the proposed SDN based wireless virtualization framework and double auction mechanism.

KW - economics

KW - quality of service

KW - radio communication

KW - resource allocation

KW - virtual reality

KW - wireless networks

U2 - 10.1109/PIMRC.2016.7794896

DO - 10.1109/PIMRC.2016.7794896

M3 - Conference article in proceedings

SN - 978-1-5090-3255-6

SP - 1

EP - 6

BT - Personal, Indoor, and Mobile Radio Communications (PIMRC), 2016 IEEE 27th Annual International Symposium on

PB - IEEE Institute of Electrical and Electronic Engineers

T2 - 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2016

Y2 - 4 September 2016 through 8 September 2016

ER -