%0 Journal Article
%T A Method of QoE mapped to SLA Based on QoS<br>一种基于QoS的QoE到SLA映射方法
%A Ni Ping
%A Liao Jian-xin
%A Zhu Xiao-min
%A Wan Li
%A <br>倪萍
%A 廖建新
%A 朱晓民
%A 万里
%J 电子与信息学报
%D 2010
%I 
%X In this paper an algorithm called IQoE2QoS(Improved QoE to QoS) is presented. This algorithm focus on QoE how to map to QoS based on fuzzy theory. IQoE2QoS presented has three targets: it can give the association degree among indications through calculating the entropy in large data sets. Its purpose is to translate user perception acquired from large experience datasets into pieces of metrics which can be used in lower level QoS. In this paper, a proposition not only illustrating the mapping between QoE and QoS but also the mapping between QoE and SLA is proposed. Emulation shows that IQoE2QoS can improve classification accuracy two to three times than line regression algorithm.
%K Network managemeut
%K Quality of Experience(QoE)
%K Quality of Service(QoS)
%K Machine learning
%K Fuzzy theory
%K Service level agreement<br>网络管理
%K 用户感知
%K 服务质量
%K 机器学习
%K 模糊理论
%K 业务等级协商
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=1319827C0C74AAE8D654BEA21B7F54D3&jid=EFC0377B03BD8D0EF4BBB548AC5F739A&aid=5C2DE8C9B25FA6F41764C361D2CE3ECF&yid=140ECF96957D60B2&vid=9971A5E270697F23&iid=B31275AF3241DB2D&sid=5670EE5C13D54BD2&eid=AA9D0A3238B80655&journal_id=1009-5896&journal_name=电子与信息学报&referenced_num=0&reference_num=23