Forecast Grant Sizing for Video Delivery over Passive Optical Networks

Rami J. Haddad; Micheal P. McGarry; Yuanqiu Luo

doi:10.1109/ICMEW.2013.6618434

Forecast Grant Sizing for Video Delivery over Passive Optical Networks

Rami J. Haddad, Micheal P. McGarry, Yuanqiu Luo

Electrical & Computer Engineering

Research output: Contribution to conference › Presentation

Abstract

We investigate the use of video frame size forecasts to forecast video queue depths at the Optical Network Units (ONUs) on a Passive Optical Network (PON). These forecasted queue depths are used to allow the Optical Line Terminal (OLT) to provide exhaustive service to ONUs. Exhaustive service provides significantly lower queueing delay for video packets compared to Gated service. We propose a new video frame size forecasting method called Feed Forward Bandwidth Indication (FFBI) to be used in this application. We evaluate the use of FFBI and several other forecast methods and find that the use of FFBI in this application can provide statistically significant reductions in queueing delay and delay variation for video packets compared to other forecast methods.

Original language	American English
DOIs	https://doi.org/10.1109/ICMEW.2013.6618434
State	Published - Jul 15 2013
Event	IEEE International Conference on Multimedia and Expo Workshops (ICMEW) - Duration: Jul 18 2014 → …

Conference

Conference	IEEE International Conference on Multimedia and Expo Workshops (ICMEW)
Period	07/18/14 → …

Keywords

Passive optical network (PON)
Video bandwidth forecasting
Video bandwidth prediction

DC Disciplines

Electrical and Computer Engineering

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http://dx.doi.org/10.1109/ICMEW.2013.6618434

Cite this

@conference{3161a7249bb84469b3b53a7ba8f71f38,

title = "Forecast Grant Sizing for Video Delivery over Passive Optical Networks",

abstract = " We investigate the use of video frame size forecasts to forecast video queue depths at the Optical Network Units (ONUs) on a Passive Optical Network (PON). These forecasted queue depths are used to allow the Optical Line Terminal (OLT) to provide exhaustive service to ONUs. Exhaustive service provides significantly lower queueing delay for video packets compared to Gated service. We propose a new video frame size forecasting method called Feed Forward Bandwidth Indication (FFBI) to be used in this application. We evaluate the use of FFBI and several other forecast methods and find that the use of FFBI in this application can provide statistically significant reductions in queueing delay and delay variation for video packets compared to other forecast methods.",

keywords = "Passive optical network (PON), Video bandwidth forecasting, Video bandwidth prediction",

author = "Haddad, {Rami J.} and McGarry, {Micheal P.} and Yuanqiu Luo",

year = "2013",

month = jul,

day = "15",

doi = "10.1109/ICMEW.2013.6618434",

language = "American English",

note = "IEEE International Conference on Multimedia and Expo Workshops (ICMEW) ; Conference date: 18-07-2014",

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T1 - Forecast Grant Sizing for Video Delivery over Passive Optical Networks

AU - Haddad, Rami J.

AU - McGarry, Micheal P.

AU - Luo, Yuanqiu

PY - 2013/7/15

Y1 - 2013/7/15

N2 - We investigate the use of video frame size forecasts to forecast video queue depths at the Optical Network Units (ONUs) on a Passive Optical Network (PON). These forecasted queue depths are used to allow the Optical Line Terminal (OLT) to provide exhaustive service to ONUs. Exhaustive service provides significantly lower queueing delay for video packets compared to Gated service. We propose a new video frame size forecasting method called Feed Forward Bandwidth Indication (FFBI) to be used in this application. We evaluate the use of FFBI and several other forecast methods and find that the use of FFBI in this application can provide statistically significant reductions in queueing delay and delay variation for video packets compared to other forecast methods.

AB - We investigate the use of video frame size forecasts to forecast video queue depths at the Optical Network Units (ONUs) on a Passive Optical Network (PON). These forecasted queue depths are used to allow the Optical Line Terminal (OLT) to provide exhaustive service to ONUs. Exhaustive service provides significantly lower queueing delay for video packets compared to Gated service. We propose a new video frame size forecasting method called Feed Forward Bandwidth Indication (FFBI) to be used in this application. We evaluate the use of FFBI and several other forecast methods and find that the use of FFBI in this application can provide statistically significant reductions in queueing delay and delay variation for video packets compared to other forecast methods.

KW - Passive optical network (PON)

KW - Video bandwidth forecasting

KW - Video bandwidth prediction

UR - https://digitalcommons.georgiasouthern.edu/electrical-eng-facpubs/39

UR - http://dx.doi.org/10.1109/ICMEW.2013.6618434

U2 - 10.1109/ICMEW.2013.6618434

DO - 10.1109/ICMEW.2013.6618434

M3 - Presentation

T2 - IEEE International Conference on Multimedia and Expo Workshops (ICMEW)

Y2 - 18 July 2014

ER -

Forecast Grant Sizing for Video Delivery over Passive Optical Networks

Abstract

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Keywords

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