Fault Localization via Risk Modeling

10 years 6 months ago
Fault Localization via Risk Modeling
Automated, rapid, and effective fault management is a central goal of large operational IP networks. Today's networks suffer from a wide and volatile set of failure modes, where the underlying fault proves difficult to detect and localize, thereby delaying repair. One of the main challenges stems from operational reality: IP routing and the underlying optical fiber plant are typically described by disparate data models and housed in distinct network management systems. We introduce a fault-localization methodology based on the use of risk models and an associated troubleshooting system, SCORE (Spatial Correlation Engine), which automatically identifies likely root causes across layers. In particular, we apply SCORE to the problem of localizing link failures in IP and optical networks. In experiments conducted on a tier-1 ISP backbone, SCORE proved remarkably effective at localizing optical link failures using only IP-layer event logs. Moreover, SCORE was often able to automatical...
Ramana Rao Kompella, Jennifer Yates, Albert G. Gre
Added 21 May 2011
Updated 21 May 2011
Type Journal
Year 2010
Where TDSC
Authors Ramana Rao Kompella, Jennifer Yates, Albert G. Greenberg, Alex C. Snoeren
Comments (0)