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Authors: I. Mamounakis 1 ; K. Yiannopoulos 2 ; G. Papadimitriou 3 and E. Varvarigos 1

Affiliations: 1 Computer Technology Institute and Press "Diophantus" and University of Patras, Greece ; 2 University of Peloponnese, Greece ; 3 Aristotle University of Thessaloniki, Greece

Keyword(s): Prediction, Ethernet Passive Optical Network, Polynomial Prediction, Dynamic Bandwidth Allocation, Delay.

Related Ontology Subjects/Areas/Topics: Optical Communication Systems ; Passive Optical Networks ; Telecommunications

Abstract: We propose a traffic prediction algorithm that reduces the packets delay in Ethernet Passive Optical Networks (EPONs). The algorithm relies on Multi-Point Control Protocol (MPCP) message and traffic monitoring at the Optical Network Units (ONUs) and utilizes the monitoring information to predict the accumulated burst size using higher order least-mean-square polynomial approximations. The simulation of the algorithm shows that it achieves a delay improvement of over 30% without any further modification in the communication and bandwidth assignment procedure of the EPON.

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Paper citation in several formats:
Mamounakis, I.; Yiannopoulos, K.; Papadimitriou, G. and Varvarigos, E. (2014). On the Prediction of EPON Traffic Using Polynomial Fitting in Optical Network Units. In Proceedings of the 5th International Conference on Optical Communication Systems (ICETE 2014) - OPTICS; ISBN 978-989-758-044-4, SciTePress, pages 15-21. DOI: 10.5220/0005056200150021

@conference{optics14,
author={I. Mamounakis. and K. Yiannopoulos. and G. Papadimitriou. and E. Varvarigos.},
title={On the Prediction of EPON Traffic Using Polynomial Fitting in Optical Network Units},
booktitle={Proceedings of the 5th International Conference on Optical Communication Systems (ICETE 2014) - OPTICS},
year={2014},
pages={15-21},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005056200150021},
isbn={978-989-758-044-4},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Optical Communication Systems (ICETE 2014) - OPTICS
TI - On the Prediction of EPON Traffic Using Polynomial Fitting in Optical Network Units
SN - 978-989-758-044-4
AU - Mamounakis, I.
AU - Yiannopoulos, K.
AU - Papadimitriou, G.
AU - Varvarigos, E.
PY - 2014
SP - 15
EP - 21
DO - 10.5220/0005056200150021
PB - SciTePress

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