Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)(2021)

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摘要
Over the years, the need for communication networks capable of providing an ever-increasing set of services has grown. In order to satisfy user requirements and provide guarantees of reliability of the network itself, efficient techniques are required for analysis, evaluation and design. For this reason, the need arises to have models able to represent the peculiar characteristics of network traff...
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关键词
Training,Performance evaluation,Industries,Telecommunication traffic,Predictive models,Markov processes,Reliability engineering
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