提出一种基于协作式博弈的资源分配方案。首先,在服务提供商创建长期可用预留资源公用库完毕后,通过一种访问控制机制为用户提供移动应用服务,提出一种优化算法实现访问控制的最优决策;其次,提出一种协作式博弈模型进行利益分配,在服务提供商建立合作后,通过使用资源公用库而获得的运营收入,在服务提供商之间进行分配博弈。仿真实验结果表明,该方法是有效的,能够帮助服务提供商就容量提升制定最优策略,以实现利益最大化。
This paper proposed a resource allocation scheme based on the coalitional game. First, it used an admission control mechanism to provide services of mobile applications to the users given the available long-term reserved resources in a pool. And it introduced an optimization formulation to obtain the optimal decision of admission control. Then, for a given coalition of service providers, the revenue obtained from utilizing the resource pool had to be game shared among the service providers. It developed a eoalitional game model for sharing the revenue. The simulation results show that the proposed method is effective, which can obtain the optimal strategies of service providers on capacity expansion such that their profits are maximized.