Quantifying Multimedia Streaming Quality: A Practical Analysis using PIE and Flow Queue PIE

TL;DR

This paper evaluates how queue management and flow isolation techniques, combined with multipath transport protocols, enhance the Quality of Experience in DASH multimedia streaming over variable network conditions.

Contribution

It provides a practical assessment of PIE and FQ-PIE queue management techniques in improving QoE for DASH streaming, especially with multipath protocols like MPTCP.

Findings

Flow isolation and queue management improve QoE significantly.

Multipath TCP enhances streaming stability and quality.

Buffer levels and throughput are positively affected by proposed techniques.

Abstract

The exponential growth of multimedia streaming services over the Internet emphasizes the increasing significance of ensuring a seamless and high-quality streaming experience for users. Dynamic Adaptive Streaming over HTTP (DASH) has emerged as a popular solution for delivering multimedia content over variable network conditions. However, challenges such as network congestion, intermittent packet losses, and varying network load continue to impact the Quality of Experience (QoE) perceived by the users. In this work, the main goal is to evaluate the effectiveness of using queue management and flow isolation techniques in terms of improving the overall QoE for DASH based multimedia streaming applications. Proportional Integral controller Enhanced (PIE) and Flow Queue PIE (FQ-PIE) are used as queue management and flow isolation mechanisms, respectively. The most distinctive aspect of this work is our assessment of QoE for multimedia streaming applications when multipath transport protocols, like Multipath TCP (MPTCP), are employed. Network Stack Tester (NeST), a Python based network emulator built on top of Linux network namespaces, has been used to perform the experiments. The parameters used for evaluating the QoE include bitrate, bitrate switches, throughput, Round Trip Time (RTT), and application buffer level. We observe that flow isolation techniques, combined with queue management and multipath transport, significantly improve the QoE for multimedia applications.