{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T14:26:25Z","timestamp":1775744785815,"version":"3.50.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100010661","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["723638"],"award-info":[{"award-number":["723638"]}],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004901","name":"Fundao de Amparo Pesquisa do Estado de Minas Gerais","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004901","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002322","name":"Coordenao de Aperfeioamento de Pessoal de Nvel Superior","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100017580","name":"Rede Nacional de Ensino e Pesquisa","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100017580","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cientfico e Tecnolgico","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"Fundao de Amparo Pesquisa do Estado de So Paulo","doi-asserted-by":"publisher","award":["2018\/23097-3"],"award-info":[{"award-number":["2018\/23097-3"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"Fundao de Amparo Pesquisa do Estado de So Paulo","doi-asserted-by":"publisher","award":["2020\/05182-3"],"award-info":[{"award-number":["2020\/05182-3"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1109\/tnsm.2021.3129610","type":"journal-article","created":{"date-parts":[[2021,11,22]],"date-time":"2021-11-22T20:52:26Z","timestamp":1637614346000},"page":"1890-1902","source":"Crossref","is-referenced-by-count":23,"title":["Estimating Video on Demand QoE From Network QoS Through ICMP Probes"],"prefix":"10.1109","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4023-2629","authenticated-orcid":false,"given":"Gilson","family":"Miranda","sequence":"first","affiliation":[{"name":"IDLab, Faculty of Applied Engineering, University of Antwerp—imec, Antwerp, Belgium"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6668-4175","authenticated-orcid":false,"given":"Daniel Fernandes","family":"Macedo","sequence":"additional","affiliation":[{"name":"Computer Science Department, Universidade Federal de Minas Gerais, Minas Gerais, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5660-3597","authenticated-orcid":false,"given":"Johann M.","family":"Marquez-Barja","sequence":"additional","affiliation":[{"name":"IDLab, Faculty of Applied Engineering, University of Antwerp—imec, Antwerp, Belgium"}]}],"member":"263","reference":[{"key":"ref39","first-page":"2","article-title":"Nginx: The high-performance Web server and reverse proxy","volume":"2008","author":"reese","year":"2008","journal-title":"Linux J"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2079296.2079311"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref32","article-title":"Tree boosting with XGBoost—Why does XGBoost win ‘every’ machine learning competition?","author":"nielsen","year":"2016"},{"key":"ref31","author":"zhou","year":"2019","journal-title":"Ensemble Methods Foundations and Algorithms"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICT.2016.7500364"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2006.872541"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/90.842137"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3204949.3208124"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/QoMEX.2017.7965631"},{"key":"ref10","first-page":"102","article-title":"Measuring and predicting quality of experience of DASH-based video streaming over LTE","author":"jia","year":"2017","journal-title":"Proc Int Symp Wireless Pers Multimedia Commun (WPMC)"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6849-3"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2016.7842022"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2500098.2500103"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600863"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.23919\/CNSM50824.2020.9269120"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INM.2007.374789"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS.2012.6245987"},{"key":"ref17","first-page":"1","article-title":"From network traffic measurements to QoE for Internet video","author":"khokhar","year":"2019","journal-title":"Proc IFIP Netw Conf"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2018.8406935"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICIN.2019.8685901"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04030-2"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3204949.3204956"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2019.04.004"},{"key":"ref3","year":"2008","journal-title":"Vocabulary for performance and quality of service Amendment 2 New definitions for inclusion in Recommendation ITU-T P 10\/G 100"},{"key":"ref6","article-title":"Global Internet phenomena report: Latin America and North America","year":"2016"},{"key":"ref29","year":"2011","journal-title":"Network Performance Objectives for IP-Based Services"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2360940"},{"key":"ref8","year":"2017","journal-title":"Parametric bitstream-based quality assessment of progressive download and adaptive audiovisual streaming services over reliable transport"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2016.2537645"},{"key":"ref2","article-title":"Majority of Smartphone Users Surveyed Unhappy with Service and Ready to Switch Mobile Providers, Accenture Screenager Report Finds.","year":"2016"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2901778"},{"key":"ref1","year":"2018","journal-title":"Cisco Visual Networking Index Forecast and Trends 2017–2022 White Paper Doc"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.23919\/TMA.2019.8784589"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/QoMEX.2012.6263849"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2729891"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2018.8407018"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2020.02.032"},{"key":"ref41","first-page":"281","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"bergstra","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2013.6554804"},{"key":"ref26","first-page":"286","article-title":"QoE-aware container scheduler for co-located cloud environments","author":"carvalho","year":"2021","journal-title":"Proc IFIP\/IEEE Int Symp Integr Netw Manage"},{"key":"ref25","first-page":"989","article-title":"Scalable QoE-aware path selection in SDN-based mobile networks","author":"da costa filho","year":"2018","journal-title":"Proc IEEE InfoCom"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4275028\/9792219\/09622751.pdf?arnumber=9622751","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T20:30:30Z","timestamp":1656361830000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9622751\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":42,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2021.3129610","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6]]}}}