Séminaire ICI : Kenza Hamidouche
Titre du séminaire et oratrice
Breaking the Economic Narrier of Caching in Cellular Networks: Incentives and Contracts.
Kenza Hamidouche, Centrale Supelec.
Date et lieu
Vendredi 3 février 2017, 11h.
ENSEA, salle 384.
In this work, a novel approach for providing incentives for caching in small cell networks (SCNs) is proposed based on the economics framework of contract theory. In this model, a mobile network operator (MNO) designs contracts that will be offered to a number of content providers (CPs) to motivate them to cache their content at the MNO’s small base stations (SBSs). A practical model in which information about the traffic generated by the CPs’ users is not known to the MNO is considered. Under such asymmetric information, the incentive contract between the MNO and each CP is properly designed so as to determine the amount of allocated storage to the CP and the charged price by the MNO. The contracts are derived by the MNO in a way to maximize the global benefit of the CPs and prevent them from using their private information to manipulate the outcome of the caching process. For this interdependent contract model, the closed-form expressions of the price and the allocated storage space to each CP are derived. This proposed mechanism is shown to satisfy the sufficient and necessary conditions for the feasibility of a contract. Moreover, it is shown that the proposed pricing model is budget balanced, enabling the MNO to cover all the caching expenses via the prices charged to the CPs. Simulation results show that none of the CPs will have an incentive to choose a contract designed for CPs with different traffic loads.
Kenza Hamidouche received her engineering diploma in computer science from Ecole nationale Supérieure d'Informatique, Algiers, in 2012. In 2013, she was selected for a scholarship program at the university of Rennes 1, from which she received her Research Master's degree in computer science. She has finished her Ph.D Thesis in December 2016 at Centrale-Supélec, on resource allocation for 5G networks under the supervision of Dr. Walid Saad and Prof. Mérouane Debbah. Her research interests include, distibuted caching, spectrum sharing, game theory and machine learning. She is currently a postdoctoal researcher at CentraleSupelec.