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Author:

Li, Feixiang (Li, Feixiang.) | Yao, Haipeng (Yao, Haipeng.) | Du, Jun (Du, Jun.) | Jiang, Chunxiao (Jiang, Chunxiao.) | Han, Zhu (Han, Zhu.) | Liu, Yunjie (Liu, Yunjie.)

Indexed by:

EI Scopus SCIE

Abstract:

Relying on offloading computation tasks to the network edge, ultra dense networks (UDNs) are capable of providing delay-aware service to nearby users. Meanwhile, software defined networking (SDN) is deemed as an effective technology to ease the management of infrastructure plane and control plane in UDNs, which is termed as SDN-based ultra dense networks. Specifically, the centralized SDN controller is capable of managing the whole network globally. With the increasing demands for various applications as well as the limitation of computation, storage and communication resource, how to allocate spectrum resource appropriately is imperative. In this article, we mainly show solicitude for spectrum sharing and edge computation offloading problems in SDN-based ultra dense networks, constituted of various macro base stations (MBSs), small-cell base stations (SBSs) and user equipments (UEs). To address this issue, we propose a second-price auction scheme for ensuring the fair bidding for spectrum rent, which enables the MBS edge cloud and SBS edge cloud to occupy the channel in cooperative and competitive modes. Moreover, the MBS edge cloud is termed as the buyer, and the SBS edge clouds are the sellers who sell the offloading resource to the MBS edge cloud. To be specific, the spectrum sharing and computation offloading scheme is executed in the SDN controller, and the controller is responsible for distributing spectrum allocation instructions to the infrastructure plane. Finally, experimental results validate the effectiveness of our proposed scheme in SDN-based ultra dense networks.

Keyword:

Software defined networking Resource management ultra dense networks Mobile computing Delays spectrum sharing Computational modeling computation offloading edge computing Edge computing Cloud computing Base stations

Author Community:

  • [ 1 ] [Li, Feixiang]Beijing Univ Technol, Beijing Adv Innovat Ctr Future Internet Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Liu, Yunjie]Beijing Univ Technol, Beijing Adv Innovat Ctr Future Internet Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Yao, Haipeng]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
  • [ 4 ] [Du, Jun]Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
  • [ 5 ] [Jiang, Chunxiao]Tsinghua Univ, Sch Informat Sci & Technol, Beijing 100084, Peoples R China
  • [ 6 ] [Jiang, Chunxiao]Beijing Natl Res Ctr Informat Sci & Technol, Beijing 100084, Peoples R China
  • [ 7 ] [Han, Zhu]Univ Houston, Houston, TX 77004 USA
  • [ 8 ] [Han, Zhu]Kyung Hee Univ, Dept Comp Sci & Engn, Seoul 446701, South Korea

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Source :

IEEE TRANSACTIONS ON MOBILE COMPUTING

ISSN: 1536-1233

Year: 2022

Issue: 5

Volume: 21

Page: 1580-1595

7 . 9

JCR@2022

7 . 9 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:46

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 22

SCOPUS Cited Count: 22

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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