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MR-BART: multi-rate available bandwidth estimation in real-time

Research output: Contribution to Journal/Magazine › Journal article › peer-review

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MR-BART: multi-rate available bandwidth estimation in real-time. / Sedighizad, Mahboobeh; Seyfe, Babak; Navaie, Keivan.
In: Journal of Network and Computer Applications, Vol. 35, No. 2, 03.2012, p. 731-742.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Sedighizad, M, Seyfe, B & Navaie, K 2012, 'MR-BART: multi-rate available bandwidth estimation in real-time', Journal of Network and Computer Applications, vol. 35, no. 2, pp. 731-742. https://doi.org/10.1016/j.jnca.2011.11.006

APA

Sedighizad, M., Seyfe, B., & Navaie, K. (2012). MR-BART: multi-rate available bandwidth estimation in real-time. Journal of Network and Computer Applications, 35(2), 731-742. https://doi.org/10.1016/j.jnca.2011.11.006

Vancouver

Sedighizad M, Seyfe B, Navaie K. MR-BART: multi-rate available bandwidth estimation in real-time. Journal of Network and Computer Applications. 2012 Mar;35(2):731-742. doi: 10.1016/j.jnca.2011.11.006

Author

Sedighizad, Mahboobeh ; Seyfe, Babak ; Navaie, Keivan. / MR-BART : multi-rate available bandwidth estimation in real-time. In: Journal of Network and Computer Applications. 2012 ; Vol. 35, No. 2. pp. 731-742.

Bibtex

@article{e3814727fe81400584ec2b981f1350b8,
title = "MR-BART: multi-rate available bandwidth estimation in real-time",
abstract = "In this paper, we propose Multi-Rate Bandwidth Available in Real Time (MR-BART) to estimate the end-to-end Available Bandwidth (AB) of a network path. The proposed scheme is an extension of the Bandwidth Available in Real Time (BART) which employs multi-rate (MR) probe packet sequences with Kalman filtering. Comparing to BART, we show that the proposed method is more robust and converges faster than that of BART and achieves a more AB accurate estimation. Furthermore, we analyze the estimation error in MR-BART and obtain analytical formula and empirical expression for the AB estimation error based on the system parameters. ",
keywords = "Available bandwidth, Kalman filter, Network path, Probing sequence, FRACTIONAL BROWNIAN-MOTION",
author = "Mahboobeh Sedighizad and Babak Seyfe and Keivan Navaie",
note = "Accepted: 01/11/2011",
year = "2012",
month = mar,
doi = "10.1016/j.jnca.2011.11.006",
language = "English",
volume = "35",
pages = "731--742",
journal = "Journal of Network and Computer Applications",
issn = "1084-8045",
publisher = "Academic Press Inc.",
number = "2",

}

RIS

TY - JOUR

T1 - MR-BART

T2 - multi-rate available bandwidth estimation in real-time

AU - Sedighizad, Mahboobeh

AU - Seyfe, Babak

AU - Navaie, Keivan

N1 - Accepted: 01/11/2011

PY - 2012/3

Y1 - 2012/3

N2 - In this paper, we propose Multi-Rate Bandwidth Available in Real Time (MR-BART) to estimate the end-to-end Available Bandwidth (AB) of a network path. The proposed scheme is an extension of the Bandwidth Available in Real Time (BART) which employs multi-rate (MR) probe packet sequences with Kalman filtering. Comparing to BART, we show that the proposed method is more robust and converges faster than that of BART and achieves a more AB accurate estimation. Furthermore, we analyze the estimation error in MR-BART and obtain analytical formula and empirical expression for the AB estimation error based on the system parameters. 

AB - In this paper, we propose Multi-Rate Bandwidth Available in Real Time (MR-BART) to estimate the end-to-end Available Bandwidth (AB) of a network path. The proposed scheme is an extension of the Bandwidth Available in Real Time (BART) which employs multi-rate (MR) probe packet sequences with Kalman filtering. Comparing to BART, we show that the proposed method is more robust and converges faster than that of BART and achieves a more AB accurate estimation. Furthermore, we analyze the estimation error in MR-BART and obtain analytical formula and empirical expression for the AB estimation error based on the system parameters. 

KW - Available bandwidth

KW - Kalman filter

KW - Network path

KW - Probing sequence

KW - FRACTIONAL BROWNIAN-MOTION

U2 - 10.1016/j.jnca.2011.11.006

DO - 10.1016/j.jnca.2011.11.006

M3 - Journal article

VL - 35

SP - 731

EP - 742

JO - Journal of Network and Computer Applications

JF - Journal of Network and Computer Applications

SN - 1084-8045

IS - 2

ER -