The author addresses the challenge of estimation of video QoE by use of QoS metrics by focusing on the understanding of ABR (adaptive bitrate) streaming. They present ABR streaming technology as a solution and develop a quality of experience monitoring system for OTT service for streaming. The proposed solution is convincing as it monitors different metrics about viewers' experiences in watching YouTube videos. The strength of the proposed solution is that it monitors the buffering duration, the percentages of video player buffered, IP geolocation database and measures the startup delay.