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Content Provider | IEEE Xplore Digital Library |
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Author | Wei Liang Jingping Bi Yiting Xia Chengchen Hu |
Copyright Year | 2011 |
Abstract | BGP dictates routing between autonomous systems with rich policy mechanisms in today's Internet. Operators translate high-level policy objectives into low-level router configurations without a comprehensive understanding of the actual effects on the network behavior, leaving the routing management an error-prone and time-consuming procedure. A fundamental question is: how to verify the intended routing principles against the actual routing effects of an ISP? In this paper, we develop a Routing Policy Inference Model (RPIM) as the first step towards addressing this fundamental issue. RPIM extracts various policy patterns from the BGP routing tables and translates them into high-level policy objectives of the ISP using a grouping and matching technique. Our work bridges the gap between the high-level policy objectives and the actual routing effects, which provides network operators with a novel approach to verify their policy design principles, thus facilitating the routing management. We evaluate our approach by extensive simulations using the Internet AS-level topology from CAIDA and the real routing data from the Abilene network. Simulation results show that RPIM achieves over 78.94% average inference accuracy in our suggested optimal threshold range. We also verify RPIM on several operating ISPs by the registered policies in an Internet Routing Registry (IRR). A representative case study on AS3292 demonstrates that RPIM effectively infers high-level policy objectives from routing data. |
Starting Page | 1 |
Ending Page | 6 |
File Size | 247710 |
Page Count | 6 |
File Format | |
ISBN | 9781424492664 |
ISSN | 1930529X |
e-ISBN | 9781424492688 |
e-ISBN | 9781424492671 |
DOI | 10.1109/GLOCOM.2011.6133970 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2011-12-05 |
Publisher Place | USA |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Routing Accuracy Communities Network topology Topology Internet Inference algorithms |
Content Type | Text |
Resource Type | Article |
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