Research on end-to-end network link delay inference based on link reconstruction-destruction
Based on two assumptions,inference model and end-to-end delay data acquisition,an approach to end-to-end network internal link delay inference based on link reconstruction-deconstruction (LRD) was proposed.Pseudo likelihood estimation (PLE) was adopted and the inference problem was divided into inde...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2014-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.01.002/ |
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| _version_ | 1841539748204642304 |
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| author | Yong-sheng LIANG Bo GAO Yue ZOU Ji-hong ZHANG Nai-tong ZHANG |
| author_facet | Yong-sheng LIANG Bo GAO Yue ZOU Ji-hong ZHANG Nai-tong ZHANG |
| author_sort | Yong-sheng LIANG |
| collection | DOAJ |
| description | Based on two assumptions,inference model and end-to-end delay data acquisition,an approach to end-to-end network internal link delay inference based on link reconstruction-deconstruction (LRD) was proposed.Pseudo likelihood estimation (PLE) was adopted and the inference problem was divided into independent sub-problems.Inference units with definite solution are determined by LRD.By means of controlling average sampling precision and decreasing inference unit links,the computation complexity of link delay inference was significantly lowered.Experimental study was performed based on model computation and NS2 simulation platform.Theoretical analysis and experimental results show that the approach is accurate and effective. |
| format | Article |
| id | doaj-art-9299b6167d99461a92de72e5aee6bffc |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2014-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-9299b6167d99461a92de72e5aee6bffc2025-01-14T06:42:26ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2014-01-013571559678601Research on end-to-end network link delay inference based on link reconstruction-destructionYong-sheng LIANGBo GAOYue ZOUJi-hong ZHANGNai-tong ZHANGBased on two assumptions,inference model and end-to-end delay data acquisition,an approach to end-to-end network internal link delay inference based on link reconstruction-deconstruction (LRD) was proposed.Pseudo likelihood estimation (PLE) was adopted and the inference problem was divided into independent sub-problems.Inference units with definite solution are determined by LRD.By means of controlling average sampling precision and decreasing inference unit links,the computation complexity of link delay inference was significantly lowered.Experimental study was performed based on model computation and NS2 simulation platform.Theoretical analysis and experimental results show that the approach is accurate and effective.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.01.002/network link delaydelay inference modelpseudo likelihood estimationlink reconstruction-deconstruction |
| spellingShingle | Yong-sheng LIANG Bo GAO Yue ZOU Ji-hong ZHANG Nai-tong ZHANG Research on end-to-end network link delay inference based on link reconstruction-destruction Tongxin xuebao network link delay delay inference model pseudo likelihood estimation link reconstruction-deconstruction |
| title | Research on end-to-end network link delay inference based on link reconstruction-destruction |
| title_full | Research on end-to-end network link delay inference based on link reconstruction-destruction |
| title_fullStr | Research on end-to-end network link delay inference based on link reconstruction-destruction |
| title_full_unstemmed | Research on end-to-end network link delay inference based on link reconstruction-destruction |
| title_short | Research on end-to-end network link delay inference based on link reconstruction-destruction |
| title_sort | research on end to end network link delay inference based on link reconstruction destruction |
| topic | network link delay delay inference model pseudo likelihood estimation link reconstruction-deconstruction |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.01.002/ |
| work_keys_str_mv | AT yongshengliang researchonendtoendnetworklinkdelayinferencebasedonlinkreconstructiondestruction AT bogao researchonendtoendnetworklinkdelayinferencebasedonlinkreconstructiondestruction AT yuezou researchonendtoendnetworklinkdelayinferencebasedonlinkreconstructiondestruction AT jihongzhang researchonendtoendnetworklinkdelayinferencebasedonlinkreconstructiondestruction AT naitongzhang researchonendtoendnetworklinkdelayinferencebasedonlinkreconstructiondestruction |