Font Size: a A A

Research On Green Virtual Edge Computing Cooperative Resource Allocation Technology Based On Game Theory

Posted on:2020-10-11Degree:MasterType:Thesis
Country:ChinaCandidate:X LiFull Text:PDF
GTID:2370330590995476Subject:Communication and Information System
Abstract/Summary:PDF Full Text Request
Edge computing provides network,computing,and storage services closer to end users.It can process and analyze data in real time.It has low bandwidth requirements for data backhaul network and meets users' requirements for low latency.Virtualization technology in edge computing can abstract and share infrastructure and computing resources,which can significantly reduce the overall cost of wireless network deployment and operation.Therefore,resource allocation and pricing in wireless virtualization edge computing is a key issue to be solved.In order to solve this problem,firstly,this paper builds a green virtualized edge computing collaborative resource allocation game model,and uses the game theory Cournot game model to model the problem as a multi-level game between the energy supplier and the operator.A game-based renewable energy allocation strategy and data service pricing strategy maximize the benefits of these energy providers and operators.Secondly,through the simulation analysis of the equilibrium solution of the small-edge computing collaborative resource allocation model,this paper proves that the equilibrium bid and equilibrium resource storage using the Cournot game model optimizes the profit of renewable energy suppliers and operators.At the same time,it proves that the more intense the competition of energy suppliers inside the node will bring higher profits to the whole system.Finally,the two-level edge computing collaborative resource allocation model is extended to the multi-level edge computing collaborative allocation model,which proves that the three characteristics of the edge computing collaborative resource allocation model,namely equivalence,expansibility and compressibility,are proved by these characteristics.The resource allocation model of any structure can be transformed into a structural model consisting of only two resources at the node.At the same time,it can be iteratively compressed into a basic two-level model,and the wireless carriers in the game are compared and analyzed.Pricing strategy and important factors of effectiveness.
Keywords/Search Tags:Edge computing, virtualization, resource allocation, green communication, Cournot game, Nash equilibrium
PDF Full Text Request
Related items