QoECenter: A Visual Platform for QoE Evaluation of Streaming Video Services

被引:3
|
作者
Zhang, Lingyan [1 ]
Wang, Shangguang [1 ]
Yang, Fangchun [1 ]
Chang, Rong N. [2 ]
机构
[1] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing, Peoples R China
[2] IBM TJ Watson Res Ctr, Cognit IoT Cloud Serv, Yorktown Hts, NY USA
基金
美国国家科学基金会;
关键词
quality of experience (QoE); streaming video service; QoECenter; evaluation platform;
D O I
10.1109/ICWS.2017.35
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
It is challenging to conduct quality of experience (QoE) evaluations of web-based streaming video services effectively and efficiently. Aiming to overcome this challenge, we have created QoECenter, a web-based visual platform that innovatively facilitates comprehensive QoE evaluations of the streaming video services. QoECenter offers a holistic approach to conducting the QoE evaluations via an integrated set of technologies for source video classification, QoS realization of video encoding and network transmission, and context-aware user experience data gathering and analysis. From a QoECenter consumer's viewpoint, three kinds of data are required for an end-to-end streaming video QoE evaluation: video source level data, system process level data, and end user level data. QoECenter provides visual interfaces for parameter setting and data acquisition for each data level, and supports both objective and subjective data-driven QoE analyses. A QoECenter consumer can easily conduct comparative QoE evaluations like running easy-to-use visual applications. The effectiveness and efficiency design objectives of QoECenter have been validated by various real experiments.
引用
收藏
页码:212 / 219
页数:8
相关论文
共 50 条
  • [11] QoS KPI and QoE KQI relationship for LTE Video Streaming and VoLTE Services
    Vaser, Manuela
    Forconi, Sonia
    2015 9TH INTERNATIONAL CONFERENCE ON NEXT GENERATION MOBILE APPLICATIONS, SERVICES AND TECHNOLOGIES (NGMAST 2015), 2015, : 318 - 323
  • [12] Adaptive QoE Monitoring architecture In SDN networks Video Streaming services Case
    Ben Letaifa, Asma
    2017 13TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2017, : 1383 - 1388
  • [13] QOE EVALUATION OF VIDEO SERVICES CONSIDERING USERS' BEHAVIOR
    Song, Jiarun
    Yang, Fuzheng
    Wan, Shuai
    2014 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW), 2014,
  • [14] QoE Models for Online Video Streaming
    Zhang, Rongqi
    Zhang, Xu
    Guo, Peiyao
    Fan, Qilin
    Yin, Hao
    Ma, Zhan
    20TH INT CONF ON UBIQUITOUS COMP AND COMMUNICAT (IUCC) / 20TH INT CONF ON COMP AND INFORMATION TECHNOLOGY (CIT) / 4TH INT CONF ON DATA SCIENCE AND COMPUTATIONAL INTELLIGENCE (DSCI) / 11TH INT CONF ON SMART COMPUTING, NETWORKING, AND SERV (SMARTCNS), 2021, : 32 - 39
  • [15] Impact of Variances on the QoE in Video Streaming
    Moldovan, Christian
    Hossfeld, Tobias
    2016 28TH INTERNATIONAL TELETRAFFIC CONGRESS (ITC 28), VOL 3, 2016, : 19 - 24
  • [16] QoE performance evaluation of YouTube video streaming in mobile broadband networks
    Argyropoulos, Savvas
    Fotiou, Nikos
    Polyzos, George C.
    2018 IEEE 19TH INTERNATIONAL SYMPOSIUM ON A WORLD OF WIRELESS, MOBILE AND MULTIMEDIA NETWORKS (WOWMOM), 2018,
  • [17] An Objective Multi-layer QoE Evaluation For TCP Video Streaming
    Yu, Peng
    Liu, Fan
    Geng, Yang
    Li, Wenjing
    Qiu, Xuesong
    PROCEEDINGS OF THE 2015 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM), 2015, : 1255 - 1260
  • [18] QoE and Energy Consumption Evaluation of Adaptive Video Streaming on Mobile Device
    Bezerra, Charles
    de Carvalho, Artur
    Borges, Demetrio
    Barbosa, Newton
    Pontes, Jonas
    Tavares, Eduardo
    2017 14TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2017,
  • [19] QoE-Oriented Performance Evaluation of Video Streaming over WiMAX
    Migliorini, Daniele
    Mingozzi, Enzo
    Vallati, Carlo
    WIRED-WIRELESS INTERNET COMMUNICATIONS, PROCEEDINGS, 2010, 6074 : 240 - 251
  • [20] QoE-based Evaluation Model on Video Streaming Service Quality
    Shen, Yun
    Liu, Yitong
    Qiao, Nan
    Sang, Lin
    Yang, Dacheng
    2012 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2012, : 1314 - 1318