Smart communications network management through a synthesis of distributed intelligence and information

Demands on communications networks to support bundled, interdependent communications services (data, voice, video) are increasing in complexity. Smart network management techniques are required to meet this demand. Such management techniques are envisioned to be based on two main technologies: (i) embedded intelligence; and (ii) up-to-the-millisecond delivery of performance information. This paper explores the idea of delivery of intelligent network management as a synthesis of distributed intelligence and information, obtained through information mining of network performance.

[1]  John Strassner,et al.  Autonomic networking theory and practice , 2005, 2005 9th IFIP/IEEE International Symposium on Integrated Network Management, 2005. IM 2005..

[2]  Jyh-Cheng Chen,et al.  Comparative study of protocols for dynamic service negotiation in the next-generation Internet , 2006, IEEE Communications Magazine.

[3]  Carles Sierra,et al.  Information-Based Agency , 2007, IJCAI.

[4]  Ildar Z. Batyrshin,et al.  Intelligent Agents for Real Time Data Mining in Telecommunications Networks , 2007, AIS-ADM.

[5]  Andrzej P. Wierzbicki,et al.  Decision support versus knowledge creation support , 2006 .

[6]  Paolo Falcarin A CPL to Java compiler for dynamic service personalization in JAIN-SIP server , 2004 .

[7]  Gary Weiss Data Mining in the Telecommunications Industry , 2009, Encyclopedia of Data Warehousing and Mining.

[8]  Philip Calvert,et al.  Encyclopedia of Data Warehousing and Mining , 2006 .

[9]  Don Tapscott,et al.  Wikinomics: How Mass Collaboration Changes Everything , 2006 .

[10]  Andrzej P. Wierzbicki,et al.  Creative Space: Models of Creative Processes for Knowledge Civilization Age , 2006, Studies in Computational Intelligence.

[11]  Longbing Cao,et al.  Autonomous Intelligent Systems: Multi-Agents and Data Mining, Second International Workshop, AIS-ADM 2007, St. Petersburg, Russia, June 3-5, 2007, Proceedings , 2007, AIS-ADM.

[12]  John K. Debenham,et al.  Exchange Rate Modelling for E-Negotiators Using Text Mining Techniques , 2007, E-Service Intelligence.

[13]  Emil C. Lupu,et al.  Policy Specification for Programmable Networks , 1999, IWAN.

[14]  Paolo Falcarin,et al.  Software Architecture Evolution through Dynamic AOP , 2004, EWSA.