{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:32:23Z","timestamp":1750221143214,"version":"3.41.0"},"reference-count":37,"publisher":"Association for Computing Machinery (ACM)","issue":"2s","license":[{"start":{"date-parts":[[2018,4,30]],"date-time":"2018-04-30T00:00:00Z","timestamp":1525046400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Multimedia Comput. Commun. Appl."],"published-print":{"date-parts":[[2018,4,30]]},"abstract":"<jats:p>Single-source HTTP adaptive streaming solutions (HAS) have become the de facto solutions to deliver live video over the Internet. By avoiding video stalling events that are mainly caused by the lack of throughput at client or at server side, HAS solutions increase the end users\u2019 quality of experience (QoE). We propose to pragmatically extend HAS with our MS-Stream solution that simultaneously utilizes several servers. MS-Stream aims at offering high QoE for live content delivery by exploiting expanded bandwidth and link diversity in distributed heterogeneous infrastructures. By leveraging end users\u2019 connectivity capacities, we further extend the QoE and scalability capabilities of our proposal by exposing a hybrid P2P\/multisource live-streaming solution (P2P\/MS-Stream (PMS)), achieving trade-offs between the system\u2019s scale and the end users\u2019 QoE. We propose a distributed quality adaptation algorithm run by every peer, along with a local optimization method of the usage of the server infrastructure made available. Large-scale evaluations conducted with 300 peers located in France permits validating our approach and algorithms over flash crowd events and allow us to conclude that PMS can reach the optimal trade-offs between QoE and system scale.<\/jats:p>","DOI":"10.1145\/3183515","type":"journal-article","created":{"date-parts":[[2018,5,23]],"date-time":"2018-05-23T15:08:42Z","timestamp":1527088122000},"page":"1-25","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["PMS"],"prefix":"10.1145","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3300-1520","authenticated-orcid":false,"given":"Joachim","family":"Bruneau-Queyreix","sequence":"first","affiliation":[{"name":"National Institute of Telecommunications, Warsaw, Joada, Bordeaux"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1489-5138","authenticated-orcid":false,"given":"Jordi Mongay","family":"Batalla","sequence":"additional","affiliation":[{"name":"National Institute of Telecommunications and Warsaw University of Technology"}]},{"given":"Mathias","family":"Lacaud","sequence":"additional","affiliation":[{"name":"University of Bordeaux, Joada, Bordeaux"}]},{"given":"Daniel","family":"Negru","sequence":"additional","affiliation":[{"name":"University of Bordeaux, Talence, France"}]}],"member":"320","published-online":{"date-parts":[[2018,5,22]]},"reference":[{"volume-title":"Retrieved","year":"2017","key":"e_1_2_1_1_1"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195531"},{"volume-title":"Proceedings of the IEEE Communications and Networking Conference (CCNC\u201917)","author":"Bruneau-Queyreix J.","key":"e_1_2_1_3_1"},{"volume-title":"Proceedings of the IEEE International Conference on Multimedia and Expo (ICME\u201917)","author":"Bruneau-Queyreix J.","key":"e_1_2_1_4_1"},{"key":"e_1_2_1_5_1","doi-asserted-by":"crossref","unstructured":"J. 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