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Hybrid intelligence system using fuzzy inference in cluster architecture for secured group communication

机译:用于安全组通信集群架构模糊推理的混合智能系统

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摘要

The complication of efficient group communication design in real-world application has been continuously increasing. More factors have to be taken into account continuously before any decision about the rekeying process in cluster architecture could be derived. In this scenario the decision-making process should be efficient and optimal; therefore, fuzzy inference system can be implemented for fast decision making in rekeying process. Secured and efficient group communication can be attained by deploying fuzzy-based inference system in hybrid clustered architecture of group communication. The aim of this proposed model is to reduce the communication and computation complexity of the system using fuzzy-based inference system. In this proposed model, a fuzzy inference system is designed with the function for membership in the group, and the manipulation on input-output relations is concluded. Moreover, by implementing the proposed system, complexity overhead is reduced due to efficient framework and minimized key management. Simulation is done to verify the efficiency of proposed model for the members, to subscribe the service pack with a requested time slot.
机译:现实申请中有效集团通信设计的并发症一直不断增加。在可以导出关于在集群架构中的重新定义过程的任何决定之前,必须不断考虑更多因素。在这种情况下,决策过程应该有效和最佳;因此,可以实现模糊推理系统以用于重新处理过程中的快速决策。可以通过在组通信的混合聚集体系结构中部署基于模糊的推断系统来实现安全和有效的组通信。该提出的模型的目的是利用基于模糊的推理系统来降低系统的通信和计算复杂性。在该拟议的模型中,模糊推理系统设计有集团成员资格的功能,结束了输入 - 输出关系的操纵。此外,通过实现所提出的系统,由于有效的框架和最小化的关键管理,复杂性开销减少。进行仿真以验证成员所提出的模型的效率,以利用所请求的时隙订阅服务包。

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