泛在智能电网雾计算资源分配的动态博弈模型

Zhi Li, Yanzhu Liu, Rui Xin, Lifang Gao, Xueying Ding, Yu-bo Hu
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引用次数: 7

摘要

雾计算作为一种经济、低延迟的网络新范式,可以为电力用户提供存储和计算能力。由于无处不在的智能电网环境是复杂和动态的,如何分配节点的非无限电计算资源以达到最优状态性能是电商面临的一个重要问题。为了在满足用户需求的同时实现效益最大化和资源利用率最大化,服务提供者必须根据不同的条件自适应地分配资源。针对泛在智能电网的雾资源分配问题,提出了一种动态资源优化分配框架。为解决独立优化问题,建立了动态微分对策模型。实验结果为服务提供商在用户改变策略时制定最优动态策略提供了理论基础。
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A Dynamic Game Model for Resource Allocation in Fog Computing for Ubiquitous Smart Grid
As a new paradigm providing economic and low latency network, Fog computing can provide storage and computational capabilities to the electrical users. Since the Ubiquitous Smart Grid environment is complex and dynamic, it is an important problem for electrical provider to allocate the non-infinite electrical computing resources of nodes to reach an optimal and state performance. To maximum the benefits and resource utilization while satisfying users requests, it is essential for service provider to allocate resources adaptively for different conditions. In this paper, we propose a dynamic resource optimization allocation framework for the problem of Fog resource allocation for Ubiquitous Smart Grid. A dynamic differential game model is modeled and analyzed to solve the independent optimization. The experiments results support a theoretical foundation that can help service provider make the optimal dynamic strategies when users change their strategies.
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