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By this mechanism we can improve streaming performance such as multi-path streaming without relay server, ensuring flexibility for mobile communication, providing better quality of service with SVC encoded video and improving error resilience in wireless environment.
Recent efforts suggest that bitrate adaptation using proactive accurate bandwidth prediction can help improve the quality of experience (QoE) of video streaming.
The reported experimental results point out how anomaly prediction/detection can relevantly improve the effectiveness of streaming downscaling, thus allowing to maintain acceptable service quality notwithstanding Wi-Fi anomaly occurrences.
For home and work environments, aggressive WiFi scans can significantly improve the speed at which mobile nodes join the WiFi network.
Based on the measurement analysis, we develop a machine learning based AP selection strategy that can significantly improve WiFi connection set-up performance, against the conventional strategy purely based on signal strength, by reducing the connection set-up failures from 33% to 3.6% and reducing 80% time costs of the connection set-up processes by more than 10 times.
Open accessProceedings ArticleDOI
15 Apr 2019
5 Citations
Indeed, burstiness in modern WiFi standards may improve network performance, and we show that a Bursty QUIC (BQUIC), i. e., a customized version of QUIC that is targeted to increase its burstiness, can achieve better performance in WiFi.
The study shows that careful parameterization of MAC-level parameters can improve the QoE for video streaming applications when used over a wireless networks.
Only in the case of 2G coverage, WiFi offloading can significantly improve the perceived quality for users.

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How to choose server?
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How human great in speaking?
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