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Network management of traffic using expert systems

机译:使用专家系统网络管理流量

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The management of modern telecommunication networks is increasingly becoming a complex and demanding task that is difficult for the operator to implement using manual methods, even when assisted by conventional automation method. A preliminary study on expert systems to resolve some of the difficulties are examined. This paper also examines the cooperation between two processes, namely the network monitoring process and control system process. These two separate processes exploit the database management, graphics, man/machine interface for the data collection and status evaluation. An expert system is used to recommend the appropriate control actions to alleviate the effect of traffic stresses detected by the monitoring process. Preliminary simulation results demonstrate the validity of such a system. Future research will expand the scope of the results and may develop a hierarchical organization of several network management systems.
机译:现代电信网络的管理越来越多地成为一种复杂和苛刻的任务,即使在传统的自动化方法辅助时,运营商也难以使用手动方法实现。研究了解决一些困难的专家系统的初步研究。本文还研究了两个过程之间的合作,即网络监控过程和控制系统过程。这两个独立的过程利用数据库管理,图形,人/机接口进行数据收集和状态评估。专家系统用于推荐适当的控制措施,以减轻监控过程检测到的交通应力的影响。初步仿真结果表明了这种系统的有效性。未来的研究将扩大结果的范围,并可能开发几个网络管理系统的分层组织。

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