New Competition-Based Approach for Caching Popular Content in ICN

Garmani, Hamid; Outanoute, M’hamed; Baslam, Mohamed; Jourhmane, Mostafa

doi:10.1007/978-3-030-05529-5_19

Cited by 12 publications

(6 citation statements)

References 18 publications

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“…e fourth term υ k B k is the investment of ISP k , where υ k is a cost per unit of requested bandwidth and B k is the backhaul bandwidth. e QoS q s f is defined as the expected delay computed by the Kleinrock function (see [38,39]):…”

Section: Utility Model Of the Ispmentioning

confidence: 99%

Analyzing the Dynamic Data Sponsoring in the Case of Competing Internet Service Providers and Content Providers

Amrani

Garmani

Omar

et al. 2021

Mobile Information Systems

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With a sponsored content plan on the Internet market, a content provider (CP) negotiates with the Internet service providers (ISPs) on behalf of the end-users to remove the network subscription fees. In this work, we have studied the impact of data sponsoring plans on the decision-making strategies of the ISPs and the CPs in the telecommunications market. We develop game-theoretic models to study the interaction between providers (CPs and ISPs), where the CPs sponsor content. We formulate the interactions between the ISPs and between the CPs as a noncooperative game. We have shown the existence and uniqueness of the Nash equilibrium. We used the best response dynamic algorithm for learning the Nash equilibrium. Finally, extensive simulations show the convergence of a proposed schema to the Nash equilibrium and show the effect of the sponsoring content on providers’ policies.

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Section: Utility Model Of the Ispmentioning

confidence: 99%

Analyzing the Dynamic Data Sponsoring in the Case of Competing Internet Service Providers and Content Providers

Amrani

Garmani

Omar

et al. 2021

Mobile Information Systems

Self Cite

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“…Each service provider chooses two market parameters price and quality of service. In Garmani et al (2018bGarmani et al ( , 2019, the authors studied the competition between internet service provider as a non-cooperative game when the internet service provider cache content.…”

Section: Related Workmentioning

confidence: 99%

A game theory approach for UAV-based flying access networks

Garmani¹,

Omar²,

Amrani³

et al. 2021

IJNVO

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In recent years, unmanned aerial vehicles (UAV) ad-hoc network has been receiving enormous attention from the research community, since they represent a new potential market. One promising application is to use UAVs in wireless communications field as a flying base station to extend coverage and to provide high-quality network connectivity. In this paper, we model and analyse the interactions in price, beaconing duration and quality of service among UAV. A full analysis of the game outcome, in terms of equilibrium price, equilibrium quality of service and equilibrium beaconing duration, is derived. Then we analyse the existence and uniqueness of the Nash equilibrium point under some conditions. Furthermore, we provide a learning algorithm that ensures convergence of the considered UAV with its unique Nash equilibrium operating point in a fast and distributed fashion. Finally, numerical investigations offer promising insights on how the game parameters should be chosen to efficiently control the game.

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“…In [17], the authors study competition between the CPs as a non-cooperative game. The authors in [18] studied competition between ISP in Information Centric Network using mathematical tools game theory. In [19], the authors modeled and studied competition between ISP where end-users are bounded rational.…”

Section: Related Workmentioning

confidence: 99%