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Game-theoretic online resource allocation scheme on fog computing for mobile multimedia users - 2019

Game-theoretic online resource allocation scheme on fog computing for mobile multimedia users

Research Area:  Fog Computing

Abstract:

Fog computing is introduced to relieve the problems triggered by the long distance between the cloud and terminal devices. In this paper, considering the mobility of terminal devices represented as mobile multimedia users (MMUs) and the continuity of requests delivered by them, we propose an online resource allocation scheme with respect to deciding the state of servers in fog nodes distributed at different zones on the premise of satisfying the quality of experience (QoE) based on a Stackelberg game. Specifically, a multi-round of a predictablyunpredictably dynamic scheme is derived from a single-round of a static scheme. The optimal allocation schemes are discussed in detail, and related experiments are designed. For simulations, comparing with non-strategy schemes, the performance of the dynamic scheme is better at minimizing the cost used to maintain fog nodes for providing services.

Keywords:  

Author(s) Name:  Yingmo Jie; Mingchu Li; Cheng Guo; Ling Chen

Journal name:  China Communications

Conferrence name:  

Publisher name:  IEEE

DOI:  10.12676/j.cc.2019.03.003

Volume Information:  Volume: 16, Issue: 3, March 2019, Page(s): 22 - 31