Name
Abstract | ||
|---|---|---|
Prediction of network failures at the router level has been achieved using an Intelligent Agent. The intelligent agent gathers relevant MIB data from the router and provides temporally and spatially correlated predictive alarms. The time correlated abnormal changes in the individual MIB variables are spatially correlated using a novel combining scheme. The agent was implemented on a real network and seven out of nine faults were predicted. Two typical case studies are presented. The prediction time was in the order of minutes. |
Year | DOI | Venue |
|---|---|---|
1999 | 10.1109/INM.1999.770720 | Integrated Network Management |
Keywords | Field | DocType |
fault location,software agents,telecommunication computing,telecommunication network management,telecommunication network reliability,MIB data,combining scheme,fault prediction,intelligent agents,network layer,predictive alarms,spatial correlation | Intelligent agent,Computer science,Network layer,Computer network,Network architecture,Software agent,Router,Telecommunication network reliability,Telecommunication computing,Intelligent computer network,Distributed computing | Conference |
Citations | PageRank | References |
13 | 1.13 | 0 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Marina Thottan | 1 | 464 | 42.14 |
| Chuanyi Ji | 2 | 812 | 124.04 |