{"title":"Modeling connection admission control","authors":"Xiaoqiang Chen","doi":"10.1109/INFCOM.1993.253350","DOIUrl":null,"url":null,"abstract":"The performance of connection admission control is analyzed on the basis of the single-class, single-queue scheme with input consisting of statistically identical on-off traffic sources, each modeled by an IPP process. The scheme known as the MMPP/G/1/K queue is first analyzed exactly. The computational complexity associated with the exact analysis becomes intolerable for increasing dimensionality of both buffer space and number of traffic sources, so a computationally simple approximation for the model, using a quasi-stationary approximation technique, is proposed. The validity of this approximation is examined through the transient analysis of the underlying state process. Numerical results illustrate the effectiveness of the quasi-stationary approximation and provide insight into the system performance.<<ETX>>","PeriodicalId":166966,"journal":{"name":"IEEE INFOCOM '93 The Conference on Computer Communications, Proceedings","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1993-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE INFOCOM '93 The Conference on Computer Communications, Proceedings","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INFCOM.1993.253350","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
The performance of connection admission control is analyzed on the basis of the single-class, single-queue scheme with input consisting of statistically identical on-off traffic sources, each modeled by an IPP process. The scheme known as the MMPP/G/1/K queue is first analyzed exactly. The computational complexity associated with the exact analysis becomes intolerable for increasing dimensionality of both buffer space and number of traffic sources, so a computationally simple approximation for the model, using a quasi-stationary approximation technique, is proposed. The validity of this approximation is examined through the transient analysis of the underlying state process. Numerical results illustrate the effectiveness of the quasi-stationary approximation and provide insight into the system performance.<>