Empirical evaluation of MDP-based DASH player

Bokani, Ayub; Hoseini, Sayed Amir; Hassan, Mahbub; Kanhere, Salil S.

doi:10.1109/atnac.2015.7366835

Cited by 4 publications

(1 citation statement)

References 14 publications

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“…In the early years of TPP, the transfer time 194:2 of bulky Transmission Control Protocol (TCP) connections was one of the most interesting topics [38]. Nowadays, research shifted more and more to applications in the area of mobile adaptive streaming (see, e.g., References [5,7,9,10,29,61,80,124,134]), other mobile applications like vehicle-to-network communication for autonomous driving [48,99]. Especially for streaming realtime map information [46] and scheduling multi-provider connections in public transport systems [126], there is already evidence that TPP can improve the process [137].…”

Section: Introductionmentioning

confidence: 99%

A Survey on Client Throughput Prediction Algorithms in Wired and Wireless Networks

2021

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Network communication has become a part of everyday life, and the interconnection among devices and people will increase even more in the future. Nevertheless, prediction of Quality of Service parameters, particularly throughput, is quite a challenging task. In this survey, we provide an extensive insight into the literature on Transmission Control Protocol throughput prediction. The goal is to provide an overview of the used techniques and to elaborate on open aspects and white spots in this area. We assessed more than 35 approaches spanning from equation-based over various time smoothing to modern learning and location smoothing methods. In addition, different error functions for the evaluation of the approaches as well as publicly available recording tools and datasets are discussed. To conclude, we point out open challenges especially looking in the area of moving mobile network clients. The use of throughput prediction not only enables a more efficient use of the available bandwidth, the techniques shown in this work also result in more robust and stable communication.

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