June 7, 2016

Publications

2018

  1. “Beauty is in the Eye of the Smartphone Holder – A Data Driven Analysis of YouTube Mobile QoE”
    N. Wehner, S. Wassermann, P. Casas, M. Seufert, F. Wamser
    in 14th International Conference on Network and Service Management (CNSM), 2018 (submitted).
  1. “Enhancing Machine Learning based QoE Prediction by Ensemble Models”
    P. Casas, M. Seufert, N. Wehner, A. Schwind, F. Wamser
    in Proceedings of the 38th IEEE International Conference on Distributed Computing Systems (ICDCS), 3rd Workshop on QoE-based Analysis and Management of Data Communication Networks (Internet-QoE), 2018.
  1. “Machine Learning Models for Wireless Network Monitoring and Analysis”
    P. Casas
    in Proceedings of the IEEE WCNC International Workshop on Big Data with Computational Intelligence for Wireless Networking, 2018.
  1. “Streaming Characteristics of Spotify Sessions”
    A. Schwind, F. Wamser, T. Gensler, M. Seufert, P. Casas, P. Tran-Gia
    in Proceedings of the 10th International Conference on Quality of Multimedia Experience (QoMEX), 2nd International Workshop on Quality of Experience Management, 2018.

 

2017

  1. “YouTube QoE Monitoring with YoMoApp: a Mobile App for Crowdsourced YouTube QoE Analysis”
    M. Seufert, N. Wehner, F. Wamser, P. Casas
    in ACM Internet Measurement Conference Proceedings (IMC), London, UK, 2017 (poster).
  1. “Improving QoE Prediction in Mobile Video through Machine Learning”
    P. Casas, S. Wassermann
    in Proceedings of the 8th International Conference on Network of the Future (NoF), London, UK, 2017.
  1. “Concept and Implementation of Video QoE Measurements in a Mobile Broadband Testbed”
    A. Schwind, M. Seufert, Ö. Alay, P. Casas, P. Tran-Gia, F. Wamser
    in Proceedings of the 1st IEEE/IFIP Workshop on Mobile Network Measurement (MNM), Dublin, Ireland, 2017.
  1. “Predicting QoE in Cellular Networks using Machine Learning and in-Smartphone Measurements”
    P. Casas, A. D’Alconzo, F. Wamser, M. Seufert, B. Gardlo, A. Schwind, P. Tran-Gia, R. Schatz
    in Proceedings of the 9th International Conference on Quality of Multimedia Experience (QoMEX), Erfurt, Germany, 2017.
  1. “Unsupervised QoE Field Study for Mobile YouTube Video Streaming with YoMoApp”
    M. Seufert, N. Wehner, F. Wamser, P. Casas, A. D’Alconzo, P. Tran-Gia
    in Proceedings of the 9th International Conference on Quality of Multimedia Experience (QoMEX), Erfurt, Germany, 2017.

 

2016

  1. “An Educated Guess on QoE in Operational Networks through Large-Scale Measurements”
    P. Casas, B. Gardlo, R. Schatz, M. Mellia
    @Internet-QoE 2016, ACM SIGCOMM Workshop on QoE-based Analysis and Management of Data Communication Networks
  1. “Next to You: Monitoring Quality of Experience in Cellular Networks from the End-devices”
    P. Casas, M. Seufert, F. Wamser, B. Gardlo, A. Sackl, R. Schatz
    IEEE Transactions on Network and Service Management, vol. 13, no. 2, pp. 181-196, 2016.
  1. “Modeling the YouTube Stack: from Packets to Quality of Experience”
    F. Wamser, P. Casas, M. Seufert, C. Moldovan, P. Tran-Gia, T. Hossfeld
    Computer Networks, ELSEVIER, vol. 109, part 2, pp. 211-224, 2016.