Resource Allocation Algorithm of Network Slicing Based on Online Auction

Liang LIANG; Yanfei WU; Gang FENG

doi:10.11999/JEIT180636

Volume 41 Issue 5

Apr. 2019

Turn off MathJax

Article Contents

Article Navigation > Journal of Electronics & Information Technology > 2019 > 41(5): 1187-1193

Liang LIANG, Yanfei WU, Gang FENG. Resource Allocation Algorithm of Network Slicing Based on Online Auction[J]. Journal of Electronics & Information Technology, 2019, 41(5): 1187-1193. doi: 10.11999/JEIT180636

Citation:

Liang LIANG, Yanfei WU, Gang FENG. Resource Allocation Algorithm of Network Slicing Based on Online Auction[J]. Journal of Electronics & Information Technology, 2019, 41(5): 1187-1193. doi: 10.11999/JEIT180636

Citation:

PDF( 1461 KB)

Resource Allocation Algorithm of Network Slicing Based on Online Auction

doi: 10.11999/JEIT180636

Liang LIANG^{1, 2
,
,},
Yanfei WU²,
Gang FENG¹

1.
National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu 611731, China
2.
School of Microelectronics and Communication Engineering, Chongqing University, Chongqing 400044, China

Funds: The National Natural Science Foundation of China (61601067), The Postdoctoral Science Foundation of China (2016M602671)

Received Date: 2018-06-29
Rev Recd Date: 2018-12-21

Available Online: 2019-01-02

Publish Date: 2019-05-01

Abstract

Abstract

In order to meet the diversified service requirements in future mobile communication networks and provide users with customized services while improving network economic efficiency, a resource allocation algorithm of network slicing based on online auction is proposed. The algorithm transforms the service requests of users into the corresponding bidding information according to the service types. For maximizing the social welfare of the auction participants, the slicing resource allocation problem is modeled as a multi-service based online winner determination problem. Combined with the resource allocation and price updating strategy, the optimal resources allocation based on online auction is achieved. The simulation results show that the proposed algorithm can improve the network economic efficiency and satisfy the service requirements of users.
- Network slicing,
- Resource allocation,
- Multi-service,
- Online auction

FullText(HTML)

References(15)

References

IMT-2020(5G)推进组. 5G愿景与需求白皮[OL]. http://www.imt-2020.org.cn/zh/documents/listByQuery, 2015.

FOUKAS X, PATOUNAS G, ELMOKASHFI A, et al. Network slicing in 5g: Survey and challenges[J]. IEEE Communications Magazine, 2017, 55(5): 94–100. doi: 10.1109/MCOM.2017.1600951

ROST P, MANNWEILER C, MICHALOPOULOS D S, et al. Network slicing to enable scalability and flexibility in 5G mobile networks[J]. IEEE Communications Magazine, 2017, 55(5): 72–79. doi: 10.1109/MCOM.2017.1600920

RICHART M, BALIOSIAN J, SERRAT J, et al. Resource slicing in virtual wireless networks: A survey[J]. IEEE Transactions on Network & Service Management, 2016, 13(3): 462–476. doi: 10.1109/TNSM.2016.2597295

AFOLABI I, TALEB T, SAMDANIS K, et al. Network slicing & softwarization: A survey on principles, enabling technologies & solutions[J]. IEEE Communications Surveys & Tutorials, 2018, 20(3): 2429–2453. doi: 10.1109/COMST.2018.2815638

LI Xin, SAMAKA M, CHAN H A, et al. Network slicing for 5g: Challenges and opportunities[J]. IEEE Internet Computing, 2017, 21(5): 20–27. doi: 10.1109/MIC.2017.3481355

VASSILARAS S, GKATZIKIS L, LIAKOPOULOS N, et al. The algorithmic aspects of network slicing[J]. IEEE Communications Magazine, 2017, 55(8): 112–119. doi: 10.1109/MCOM.2017.1600939

CABALLERO P, BANCHS A, VECIANA G, et al. Network slicing games: enabling customization in multi-tenant networks[C]. IEEE INFOCOM - IEEE Conference on Computer Communications, Atlanta, USA, 2017: 1–9.

NARMANLIOGLU O, ZEYDAN E, and ARSLAN S S. Service-aware multi-resource allocation in software-defined next generation cellular networks[J]. IEEE Access, 2018, 6: 20348–20363. doi: 10.1109/ACCESS.2018.2818751

粟欣, 龚金金, 曾捷. 面向5G网络切片无线资源分配[J]. 电子产品世界, 2017, 24(4): 30–32.

SU Xin, GONG Jinjin, and ZENG Jie. Wireless resource allocation for 5G network slicing[J]. Electronic Computer Design World, 2017, 24(4): 30–32.

VO P L, NGUYEN M N H, LE T A, et al. Slicing the edge: resource allocation for RAN network slicing[J]. IEEE Wireless Communications Letters, 2018, 99: 1–4. doi: 10.1109/LWC.2018.2842189

JIANG Menglan, CONDOLUCI M, and MAHMOODI T. Network slicing in 5G: An auction-based model[C]. IEEE International Conference on Communications, Chengdu, China, 2017: 1–6.

WANG Gang, FENG Gang, TAN Wei, et al. Resource allocation for network slices in 5G with network resource pricing[C]. IEEE Globlecom, Singapore, 2017: 1–6.

陈前斌, 施颖洁, 杨希希, 等. 基于在线双向拍卖的虚拟网络切片资源调度机制[J]. 电子与信息学报, 2018, 40(7): 1738–1744. doi: 10.11999/JEIT170902

CHEN Qianbin, SHI Yingjie, YANG Xixi, et al. Resource scheduling mechanism for virtual network slice based on online double auction[J]. Journal of Electronics &Information Technology, 2018, 40(7): 1738–1744. doi: 10.11999/JEIT170902

GU Sijia, LI Zongpeng, WU Chuan, et al. An efficient auction mechanism for service chains in the NFV market[C]. The 35th Annual IEEE International Conference on Computer Communications, San Francisco, USA, 2016: 1–9.

Relative Articles

Supplements(0)

Cited By

Proportional views