کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10339086 694175 2013 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
NetCluster: A clustering-based framework to analyze internet passive measurements data
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
پیش نمایش صفحه اول مقاله
NetCluster: A clustering-based framework to analyze internet passive measurements data
چکیده انگلیسی
Internet measured data collected via passive measurement are analyzed to obtain localization information on nodes by clustering (i.e., grouping together) nodes that exhibit similar network path properties. Since traditional clustering algorithms fail to correctly identify clusters of homogeneous nodes, we propose the NetCluster novel framework, suited to analyze Internet measurement datasets. We show that the proposed framework correctly analyzes synthetically generated traces. Finally, we apply it to real traces collected at the access link of Politecnico di Torino campus LAN and discuss the network characteristics as seen at the vantage point.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Networks - Volume 57, Issue 17, 9 December 2013, Pages 3300-3315
نویسندگان
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