Throughput prediction is essential for ensuring high quality of service for video streaming
transmissions. However, current methods are incapable of accurately predicting throughput …

Throughput prediction is one of the promising techniques to improve the quality of service
(QoS) and quality of experience (QoE) of mobile applications. To address the problem of …

Bandwidth-sensitive applications such as adaptive video streaming rely on accurate
prediction of future network throughput to enable them to react to and compensate for the …

Video streaming represents a significant part of Internet traffic. During the playback, a video
player monitors network throughput and dynamically selects the best video quality in given …

In the research area of TCP throughput prediction, the well-known throughput model, a
function of loss rate, has some disadvantages such as difficulty of loss rate estimation and …

TCP throughput prediction is an important capability for networks where multiple paths exist
between data senders and receivers. In this paper, we describe a new lightweight method …

To ensure good quality of experience for user when transmitting video content, throughput
prediction can contribute to the selection of proper bitrate. In this paper, we propose a …

With the increasing popularity of mobile Internet and the higher bandwidth requirement of
mobile applications, user Quality of Experience (QoE) is particularly important. For …

Throughput prediction is crucial for reducing latency in time-critical services. We study the
attention-based LSTM model for predicting future throughput. First, we collected the TCP …

The Round-Trip Time (RTT) is a property of the path between a sender and a receiver
communicating with Transmission Control Protocol (TCP) over an IP network and over the …