{"id":53,"date":"2022-10-08T10:00:00","date_gmt":"2022-10-08T10:00:00","guid":{"rendered":"https:\/\/ahmedosamabasil.com\/wp\/2022\/10\/08\/quality-of-experience-experimentation-prediction-framework-through-programmable-network-management\/"},"modified":"2026-07-29T09:02:13","modified_gmt":"2026-07-29T09:02:13","slug":"quality-of-experience-experimentation-prediction-framework-through-programmable-network-management","status":"publish","type":"post","link":"https:\/\/ahmedosamabasil.com\/wp\/2022\/10\/08\/quality-of-experience-experimentation-prediction-framework-through-programmable-network-management\/","title":{"rendered":"Quality of Experience Experimentation Prediction Framework through Programmable Network Management"},"content":{"rendered":"<p class=\"publication-intro\">A programmable-network experimentation framework that uses machine learning to predict multimedia Quality of Experience.<\/p>\n<h2>Publication details<\/h2>\n<table>\n<tbody>\n<tr>\n<th scope=\"row\">Authors<\/th>\n<td>Ahmed Osama Basil Al-Mashhadani, Mu Mu and Ali Al-Sharbaz<\/td>\n<\/tr>\n<tr>\n<th scope=\"row\">Type<\/th>\n<td>Peer-reviewed journal article<\/td>\n<\/tr>\n<tr>\n<th scope=\"row\">Published in<\/th>\n<td>Network, volume 2, issue 4, pages 500\u2013518<\/td>\n<\/tr>\n<tr>\n<th scope=\"row\">Reference<\/th>\n<td>DOI: 10.3390\/network2040030<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>About this work<\/h2>\n<p>This article studies adaptive streaming in a software-defined network environment and connects network measurements with perceived Quality of Experience. It develops a machine-learning prediction model from subjective experiments, with the aim of making future QoE evaluation more scalable and less dependent on repeated physical trials.<\/p>\n<p><a class=\"button\" href=\"https:\/\/doi.org\/10.3390\/network2040030\" rel=\"noopener noreferrer\">View the official publication<\/a><\/p>\n<hr>\n<p><small>This article is a concise guide to the publication record. Follow the official source above for the paper, full abstract, citation formats and access information.<\/small><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A programmable-network experimentation framework that uses machine learning to predict multimedia Quality of Experience.<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","footnotes":""},"categories":[5],"tags":[],"class_list":["post-53","post","type-post","status-publish","format-standard","hentry","category-publications"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"aob-card":false},"uagb_author_info":{"display_name":"","author_link":"https:\/\/ahmedosamabasil.com\/wp\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"A programmable-network experimentation framework that uses machine learning to predict multimedia Quality of Experience.","_links":{"self":[{"href":"https:\/\/ahmedosamabasil.com\/wp\/wp-json\/wp\/v2\/posts\/53","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ahmedosamabasil.com\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ahmedosamabasil.com\/wp\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/ahmedosamabasil.com\/wp\/wp-json\/wp\/v2\/comments?post=53"}],"version-history":[{"count":1,"href":"https:\/\/ahmedosamabasil.com\/wp\/wp-json\/wp\/v2\/posts\/53\/revisions"}],"predecessor-version":[{"id":64,"href":"https:\/\/ahmedosamabasil.com\/wp\/wp-json\/wp\/v2\/posts\/53\/revisions\/64"}],"wp:attachment":[{"href":"https:\/\/ahmedosamabasil.com\/wp\/wp-json\/wp\/v2\/media?parent=53"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ahmedosamabasil.com\/wp\/wp-json\/wp\/v2\/categories?post=53"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ahmedosamabasil.com\/wp\/wp-json\/wp\/v2\/tags?post=53"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}