Incentivizing Secure Edge Caching for Scalable Coded Videos in Heterogeneous Networks

Abstract

Edge caching has been envisioned as a promising technology in heterogeneous networks (HetNets) to proximally cache (video) contents for mobile users. However, since caching contents inevitably consumes resources (e.g., power, bandwidth, storage), edge caching devices (ECDs) are unwilling to provide caching services. In addition, as the ECDs are usually deployed by untrusted third parties, the cached contents may be illegally accessed, which results in the mobile users’ privacy leakage. To efficiently address these problems, in this paper, we propose a novel secure edge caching scheme for video contents in HetNets. Specifically, to motivate the participation of ECDs, the Nash bargaining game is exploited to model the negotiations between the content provider and ECDs, where the optimal requested caching space of the content provider and the optimal caching price of each ECD are jointly analyzed. Apart from this, to protect the content secrecy, scalable video coding is employed to facilitate secure edge caching, where the ECDs are only utilized to cache the enhancement layers that cannot be independently decoded to reconstruct the original contents. Then, we formulate a non-convex 0-1 integer programming problem to optimize the enhancement layer caching on ECDs, and the distributed alternating direction method of multipliers (ADMM) is used to solve the problem optimally. Finally, simulation results show that the proposed scheme provides secure and efficient content caching for mobile users.