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  • 标题:Towards A Proactive System for Predicting Service Quality Degradations in Next Generation of Networks based on Time Series
  • 本地全文:下载
  • 作者:Errais Mohammed ; Rachdi Mohamed ; Al Sarem Mohammed
  • 期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
  • 印刷版ISSN:2158-107X
  • 电子版ISSN:2156-5570
  • 出版年度:2019
  • 卷号:10
  • 期号:9
  • DOI:10.14569/IJACSA.2019.0100978
  • 出版社:Science and Information Society (SAI)
  • 摘要:The architecture of Next Generation of networks (NGN) aims to diversify the offer of operators in added value services. To do this, NGN offers a heterogeneous architecture for the services deployment. This poses significant challenges in terms of end-to-end assurance of services. For this purpose, we propose in this work the establishment of a proactive autonomous system, capable of ensuring an acceptable quality level according to Service Level Agreement (SLA) requirements. A system that is able to predict any QoS degradation due to the prediction model based on time series adapted to NGN.
  • 关键词:Next Generation of Network (NGN); network management; enhanced Telecom Operation Management (eTOM) frameworks; prediction; time series; Ip Multimedia Subsystem (IMS); Service Level Agreement (SLA); Quality Of Service (QoS)
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