Fuzzy control system for balanced sharing of enterprise network online resources.

Jing Xu, T. Newman

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS(2018)

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Abstract
Current methods lack generality and self-adaptation, resulting in large difference in throughput between networks, high packet loss rate, and long page response time. To solve these problems, an online resource sharing system design method is proposed based on fuzzy control for enterprise networks. A four-layer online resource balanced sharing system is designed, including three parts: management plane, control plane and forwarding plane. The fuzzy control method is adopted to design an online resource balanced sharing system controller for enterprise networks, and an adaptive method is used to adjust the variable parameters of the fuzzy controller and calculate the controlled quantity of system server. Through the obtained controlled quantity, the amount of requests should be distributed to each server is calculated. With these requests as the standard, online resources are modified to achieve the balanced sharing of online resources of enterprise networks. Experimental results show that the proposed method can effectively reduce the packet loss rate, reduce the load difference between networks, and better realize the balanced sharing of resources between networks in the system.
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Key words
Enterprise networks,online resources,balancing,sharing,fuzzy control
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