@inproceedings{9a1e756a0f1843c7a2f681d707c11c26,
title = "OD count estimation based on link count data",
abstract = "TM (Traffic Matrix) estimation is a hot research area recently. Current TM estimation methods are generally designed for backbone and ISP networks. They estimate complete TM which is unnecessary for many IP networks in reality and especially unsuitable for the networks that have many entries. In this paper, we propose an estimation algorithm that is designed for IP networks on link layer. Our algorithm estimates the OD (Origin and Destination pair) count on the basis of link counts which are easy to obtain. Our algorithm first builds a three-entry virtual network from actual network, and then achieves the final result by multivariate linear regression. We verify our algorithm in the official network of our lab by comparing with exact OD count data that are obtained by NetFlow.",
keywords = "Link count, Multivariate linear regression, OD count, Traffic matrix",
author = "Yi Jin and Dongchen Jiang and Shuai Yuan and Jianting Cao and Lili Wang and Gang Zhou",
year = "2008",
doi = "10.1007/978-3-540-88623-5\_22",
language = "英语",
isbn = "3540886222",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "217--226",
booktitle = "Challenges for Next Generation Network Operations and Service Management - 11th Asia-Pacific Network Operations and Management Symposium, APNOMS 2008, Proceedings",
address = "德国",
note = "11th Asia-Pacific Network Operations and Management Symposium, APNOMS 2008 ; Conference date: 22-10-2008 Through 24-10-2008",
}