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  1. Proceedings of the ACM SIGCOMM workshop on Network troubleshooting (NetT '04)
  2. IP forwarding anomalies and improving their detection using multiple data sources
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H.323 beacon: an H.323 application related end-to-end performance troubleshooting tool
Distributed DNS troubleshooting
Troubleshooting on intra-domain routing instability
IP forwarding anomalies and improving their detection using multiple data sources
Exploring the subspace method for network-wide anomaly diagnosis
Experiences in traceroute and available bandwidth change analysis
Is your caching resolver polluting the internet?
Fixing BGP, one as at a time
A measurement framework for pin-pointing routing changes
A wavelet-based framework for proactive detection of network misconfigurations
Mohonk: mobile honeypots to trace unwanted traffic early
Locating BGP missing routes using multiple perspectives
Path diagnosis with IPMP
Identifying IPv6 network problems in the dual-stack world

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IP forwarding anomalies and improving their detection using multiple data sources

Content Provider ACM Digital Library
Author Mao, Z. Morley Greenberg, Albert Griffin, Tim Freeman, Brian Roughan, Matthew
Abstract IP forwarding anomalies, triggered by equipment failures, implementation bugs, or configuration errors, can significantly disrupt and degrade network service. Robust and reliable detection of such anomalies is essential to rapid problem diagnosis, problem mitigation, and repair. We propose a simple, robust method that integrates routing and traffic data streams to reliably detect forwarding anomalies, and report on the evaluation of the method in a tier-1 ISP backbone. First, we transform each data stream separately, to produce informative alarm indicators. A forwarding anomaly is then signalled only if the indicators for both streams indicate anomalous behavior concurrently. The overall method is scalable, automated and self-training. We find this technique effectively identifies forwarding anomalies, while avoiding the high false alarms rate that would otherwise result if either stream were used unilaterally.
Starting Page 307
Ending Page 312
Page Count 6
File Format PDF
ISBN 158113942X
DOI 10.1145/1016687.1016703
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2004-09-03
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Network anomaly detection Traffic Snmp Routing Bgp
Content Type Text
Resource Type Article
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