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research article

Multi-path content delivery: Efficiency analysis and optimization algorithms

Chakareski, Jacob
2012
Journal Of Visual Communication And Image Representation

The paper studies the benefits of multi-path content delivery from a rate-distortion efficiency perspective. We develop an optimization framework for computing transmission schedules for streaming media packets over multiple network paths that maximize the end-to-end video quality, for the given bandwidth resources. We comprehensively address the two prospective scenarios of content delivery with packet path diversity. In the context of sender-driven systems, our framework enables the sender to compute at every transmission instance the mapping of packets to network paths that meets a rate constraint while minimizing the end-to-end distortion. In receiver-driven multi-path streaming, our framework enables the client to dynamically decide which packets, if any, to request for transmission and from which media servers, such that the end-to-end distortion is minimized for a given transmission rate constraint. Via simulation experiments, we carefully examine the performance of the scheduling framework in both multi-path delivery scenarios. We demonstrate that the optimization framework closely approaches the performance of an ideal streaming system working at channel capacity with an infinite play-out delay. We also show that the optimization leads to substantial gains in rate-distortion performance over a conventional content-agnostic scheduler. Through the concept of error-cost performance for streaming a single packet, we provide another useful insight into the operation of the optimization framework and the conventional scheduling system. (c) 2012 Elsevier Inc. All rights reserved.

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Type
research article
DOI
10.1016/j.jvcir.2012.07.009
Web of Science ID

WOS:000311330300003

Author(s)
Chakareski, Jacob
Date Issued

2012

Publisher

Academic Press Inc Elsevier Science

Published in
Journal Of Visual Communication And Image Representation
Volume

23

Issue

8

Start page

1189

End page

1198

Subjects

Video streaming

•

Multi-path delivery

•

Rate-distortion optimization

•

Packet scheduling

•

Rate allocation

•

Server diversity

•

Joint source-channel coding

•

Markov decision processes

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LTS4  
Available on Infoscience
February 27, 2013
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/89278
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