Identifying QoE optimal adaptation of HTTP adaptive streaming based on subjective studies

被引:48
作者
Hossfeld, Tobias [1 ]
Seufert, Michael [1 ]
Sieber, Christian [1 ]
Zinner, Thomas [1 ]
Tran-Gia, Phuoc [1 ]
机构
[1] Univ Wurzburg, Inst Comp Sci, D-97070 Wurzburg, Germany
关键词
HTTP Adaptive Streaming (HAS); Quality of Experience (QoE); Mixed Integer Linear Programming (MILP) formulation; Initial delay; Quality switches; Adaptation logic benchmarking; QUALITY; EXPERIENCE;
D O I
10.1016/j.comnet.2015.02.015
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
HTTP Adaptive Streaming (HAS) technologies, e.g., Apple HLS or MPEG-DASH, automatically adapt the delivered video quality to the available network. This reduces stalling of the video but additionally introduces quality switches, which also influence the user-perceived Quality of Experience (QoE). In this work, we conduct a subjective study to identify the impact of adaptation parameters on QoE. The results indicate that the video quality has to be maximized first, and that the number of quality switches is less important. Based on these results, a method to compute the optimal QoE-optimal adaptation strategy for HAS on a per user basis with mixed-integer linear programming is presented. This QoE-optimal adaptation enables the benchmarking of existing adaptation algorithms for any given network condition. Moreover, the investigated concept is extended to a multi-user IPTV scenario. The question is answered whether video quality, and thereby, the QoE can be shared in a fair manner among the involved users. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:320 / 332
页数:13
相关论文
共 37 条
[1]  
Abboud O., 2011, Proceedings of the second annual ACM conference on Multimedia systems, MMSys '11, P223, DOI DOI 10.1145/1943552.1943582
[2]  
Alberti C, 2013, INT WORK QUAL MULTIM, P58, DOI 10.1109/QoMEX.2013.6603211
[3]  
[Anonymous], 2013, PROCEEDING EUROPEAN
[4]  
[Anonymous], DONT TOUCH DIAL YOUT
[5]  
[Anonymous], 1984, QUANTITATIVE MEASURE
[6]  
[Anonymous], JSVM REF SOFTW
[7]  
[Anonymous], 2012, 2300912012 ISOIEC
[8]  
Bosman J. W., 2012, P 24 INT TEL C INT T, P31
[9]  
Dai H., 2011, Acta Horticulturae, P169, DOI 10.1145/1943552.1943575
[10]   A generic quantitative relationship between quality of experience and quality of service [J].
Fiedler, Markus ;
Hossfeld, Tobias ;
Tran-Gia, Phuoc .
IEEE NETWORK, 2010, 24 (02) :36-41