Coalitional Game-Theoretical Approach to Coinvestment with Application to Edge Computing

被引:0
|
作者
Patane, Rosario [1 ]
Araldo, Andrea [2 ]
Chahed, Tijani [2 ]
Kiedanski, Diego [3 ]
Kofman, Daniel [2 ]
机构
[1] Univ Paris Saclay, Paris, France
[2] Inst Polytech Paris, Telecom SudParis, Paris, France
[3] Yale Univ, New Haven, CT 06520 USA
关键词
Coinvestment; Multi-tenancy; Edge computing; Coalitional game theory; Shapley;
D O I
10.1109/CCNC51644.2023.10060093
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We propose in this paper a coinvestment plan between several stakeholders of different types, namely a physical network owner, operating network nodes, e.g. a network operator or a tower company, and a set of service providers willing to use these resources to provide services as video streaming, augmented reality, autonomous driving assistance, etc. One such scenario is that of deployment of Edge Computing resources. Indeed, although the latter technology is ready, the high Capital Expenditure (CAPEX) cost of such resources is the barrier to its deployment. For this reason, a solid economical framework to guide the investment and the returns of the stakeholders is key to solve this issue. We formalize the coinvestment framework using coalitional game theory. We provide a solution to calculate how to divide the profits and costs among the stakeholders, taking into account their characteristics: traffic load, revenues, utility function. We prove that it is always possible to form the grand coalition composed of all the stakeholders, by showing that our game is convex. We derive the payoff of the stakeholders using the Shapley value concept, and elaborate on some properties of our game. We show our solution in simulation.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Game-Theoretical Models in Biology
    Allen, Benjamin
    Nowak, Martin A.
    [J]. SCIENCE, 2013, 341 (6148) : 844 - 844
  • [42] Game-theoretical models in biology
    Traulsen, Arne
    [J]. JOURNAL OF STATISTICAL THEORY AND PRACTICE, 2016, 10 (02) : 472 - 474
  • [43] A Game-Theoretical Model of Ransomware
    Caporusso, Nicholas
    Chea, Singhtararaksme
    Abukhaled, Raied
    [J]. ADVANCES IN HUMAN FACTORS IN CYBERSECURITY, AHFE 2018, 2019, 782 : 69 - 78
  • [44] HOUSING IN GAME-THEORETICAL PERSPECTIVE
    BENGTSSON, B
    [J]. HOUSING STUDIES, 1995, 10 (02) : 229 - 243
  • [45] GAME-THEORETICAL DECISION MODELS
    BIERLEIN, D
    [J]. ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 1972, 52 (04): : T1 - &
  • [46] Game-theoretical approach to minimum entropy productions in information thermodynamics
    Fujimoto, Yuma
    Ito, Sosuke
    [J]. Physical Review Research, 1
  • [47] A Game-Theoretical Approach to Clinical Decision Making with Immersive Visualisation
    Lau, Chng Wei
    Catchpoole, Daniel
    Simoff, Simeon
    Zhang, Dongmo
    Nguyen, Quang Vinh
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (18):
  • [48] A game-theoretical approach for modeling competitions in a maritime supply chain
    Song, Liying
    Yang, Dong
    Chin, Anthony Theng Heng
    Zhang, Guangzhi
    He, Zhengbing
    Guan, Wei
    Mao, Baohua
    [J]. MARITIME POLICY & MANAGEMENT, 2016, 43 (08) : 976 - 991
  • [50] A Stackelberg Game-Theoretical Approach to Maritime Counter-Piracy
    Oliva, Gabriele
    Setola, Roberto
    Tesei, Marco
    [J]. IEEE SYSTEMS JOURNAL, 2019, 13 (01): : 982 - 993