{"id":1213,"date":"2009-08-01T18:07:12","date_gmt":"2009-08-01T15:07:12","guid":{"rendered":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/?p=1213"},"modified":"2022-01-10T00:37:13","modified_gmt":"2022-01-09T22:37:13","slug":"new-data-mining-techniques-for-macroflows-delimitation-in-congestion-control-management","status":"publish","type":"post","link":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/new-data-mining-techniques-for-macroflows-delimitation-in-congestion-control-management\/","title":{"rendered":"New Data Mining Techniques for Macroflows Delimitation in Congestion Control Management"},"content":{"rendered":"<p>published in Proceedings of the KEPT 2009 \u2013 Knowledge Engineering Principles and Techniques, Studia Universitatis Babe\u015f-Bolyai, Special Issue 2009, Volume II, pp. 288-291, July 2009.<\/p>\n<p><strong>Cite as<\/strong><\/p>\n<pre class=\"nums:false wrap:on highlight:false\">D. Bufnea, \"New Data Mining Techniques for Macroflows Delimitation in Congestion Control Management\", in Proceedings of the KEPT 2009 \u2013 Knowledge Engineering Principles and Techniques, Studia Universitatis Babe\u015f-Bolyai, Special Issue 2009, Volume II, pp. 288-291, July 2009<\/pre>\n<p><strong>Full paper<\/strong><\/p>\n<p><img decoding=\"async\" style=\"border: none; vertical-align: text-bottom;\" src=\"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-content\/uploads\/pdf.png\" alt=\"\" \/> <a href=\"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-content\/uploads\/bufnea-2009.pdf\" target=\"_blank\" rel=\"noopener\">New Data Mining Techniques for Macroflows Delimitation in Congestion Control Management<\/a><\/p>\n<p><strong>Authors<\/strong><\/p>\n<p>Darius Bufnea<br \/>\nDepartment of Computer Science, Faculty of Mathematics and Computer Science,<br \/>\nBabe\u015f-Bolyai University of Cluj-Napoca<\/p>\n<p><strong>Abstract<\/strong><\/p>\n<p>State of the art approaches in Internet congestion control suggest the collaboration between streams in a so called macroflow, instead of the current approach, where streams compete with each other for scarce bandwidth. However, the macroflows granularity follows a simple approach, a macroflow being constructed on host pair bases. This paper presents new data mining techniques for grouping flows into macroflows based on their similar behavior over time.<\/p>\n<p><strong>Key words<\/strong><\/p>\n<p>congestion control, macroflow<\/p>\n<p><strong>BibTeX bib file<\/strong><\/p>\n<p><img decoding=\"async\" style=\"border: none; vertical-align: text-bottom;\" src=\"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-content\/uploads\/bib.png\" alt=\"\" \/> <a href=\"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-content\/uploads\/bufnea-2009.bib\" target=\"_blank\" rel=\"noopener\">bufnea-2009.bib<\/a><\/p>\n<pre class=\"lang:tex url:wp-content\/uploads\/bufnea-2009.bib nums:false \"><\/pre>\n<p><strong>References<\/strong><\/p>\n<ol>\n<li>J. Han and M. Kamber, <em>Data Mining: Concepts and Techniques<\/em>, Morgan Kaufmann Publishers, 2001.<\/li>\n<li>D. V. Bufnea, A. Campan and A. S. Darabant, <a title=\"Congestion control research, Congestion control scientific papers\" href=\"https:\/\/www.cs.ubbcluj.ro\/~bufny\/fine-grained-macroflow-granularity-in-congestion-control-management\/\"><em>Fine-Grained Macroflow Granularity in Congestion Control Management<\/em><\/a>, Studia Universitatis, Vol. L(1), pp. 79-88, 2005.<\/li>\n<li>A. Campan and D. V. Bufnea, <a title=\"Congestion control research, Congestion control scientific papers\" href=\"https:\/\/www.cs.ubbcluj.ro\/~bufny\/delimitation-of-macroflows-in-congestion-control-management-using-data-mining-techniques\/\"><em>Delimitation of Macroflows in Congestion Control Management Using Data Mining Techniques<\/em><\/a>, 4<sup>th<\/sup> ROEDUNET International Conference, Education\/Training and Information\/Communication Technologies &#8211; ROEDUNET &#8217;05, Romania, pp. 225-234, 2005.<\/li>\n<li>D. V. Bufnea, <a title=\"Congestion control research, Congestion control scientific papers\" href=\"https:\/\/www.cs.ubbcluj.ro\/~bufny\/a-new-method-for-macroflows-delimitation-from-a-receivers-perspective\/\" target=\"_blank\" rel=\"noopener\"><em>A New Method for Macroflows Delimitation from a Receiver&#8217;s Perspective<\/em><\/a>, Proceedings of the IEEE 2<sup>nd<\/sup> International Conference on Computers, Communications &amp; Control (ICCCC 2008), Felix Spa, Romania, Vol. III (2008), pp. 201-205.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>published in Proceedings of the KEPT 2009 \u2013 Knowledge Engineering Principles and Techniques, Studia Universitatis Babe\u015f-Bolyai, Special Issue 2009, Volume II, pp. 288-291, July 2009. Cite as D. Bufnea, &#8220;New Data Mining Techniques for Macroflows Delimitation in Congestion Control Management&#8221;,&hellip; <a href=\"https:\/\/www.cs.ubbcluj.ro\/~bufny\/new-data-mining-techniques-for-macroflows-delimitation-in-congestion-control-management\/\" class=\"more-link\">Continue Reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[110],"tags":[134,132,133,131],"_links":{"self":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/posts\/1213"}],"collection":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/comments?post=1213"}],"version-history":[{"count":12,"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/posts\/1213\/revisions"}],"predecessor-version":[{"id":2234,"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/posts\/1213\/revisions\/2234"}],"wp:attachment":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/media?parent=1213"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/categories?post=1213"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~bufny\/wp-json\/wp\/v2\/tags?post=1213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}