Managing network traffic for improved availability of network services
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United States of America Patent
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Jan 10, 2012
Grant Date -
Jan 21, 2010
app pub date -
Jul 21, 2008
filing date -
Jul 21, 2008
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Abstract
Managing network traffic to improve availability of network services by classifying network traffic flows using flow-level statistical information and machine learning estimation, based on a measurement of at least one of relevance and goodness of network features. Also, determining a network traffic profile representing applications associated with the classified network traffic flows, and managing network traffic using the network traffic profile. The flow-level statistical information includes packet-trace information and is available from at least one of Cisco NetFlow, NetStream or cflowd records. The classification of network flows includes tagging packet-trace flow record data based on defined packet content information. The classifying of network flows can result in the identification of a plurality of clusters based on the measurement of the relevance of the network features. Also, the classification of network traffic can use a correlation-based measure to determine the goodness of the network features.
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- 15 United States
- 10 France
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Patent Owner(s)
- AT&T INTELLECTUAL PROPERTY I, L.P.
International Classification(s)
Inventor(s)
Inventor Name | Address | # of filed Patents | Total Citations |
---|---|---|---|
Ge, Zihui | Florham Park, US | 60 | 644 |
Jiang, Hongbo | Cleveland, US | 14 | 239 |
Jin, Shudong | Solon, US | 3 | 53 |
Moore, Andrew W | Cambridge, GB | 7 | 159 |
Wang, Jia | Randolph, US | 194 | 2228 |
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