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JNSM Special Issue 2013 : Springer Journal of Network and Systems Management - Special Issue on “Data Mining for Monitoring and Managing Systems and Networks”


When N/A
Where N/A
Submission Deadline Nov 15, 2012
Notification Due May 15, 2013
Final Version Due Aug 15, 2013
Categories    data mining   computer networks   network management   machine learning

Call For Papers

Springer Journal of Network and Systems Management
Special Issue on
“Data Mining for Monitoring and Managing Systems and Networks”

This Journal Special Issue focuses on “Data Mining for Monitoring and Managing Systems and Networks” where ‘computational intelligence’ is applied to ‘communication networks’ to address open issues in ‘network and service management’.

Modern communication networks have reached a level of scale, dynamics and complexity that demands for sophisticated analysis. On the other hand, statistical analysis and data mining have developed effective tools and techniques for the characterization, analysis, modeling and visualization of massive data sets. However, the use of data mining in the context of communication networks has been investigated only recently. In this special issue we invite contributions that show how data mining algorithms and/or novel statistical approaches may be used to address open issues in computer networks, network control and management, and service management.

We especially welcome papers that explore the application of data mining in the following areas of communication networks:
- Autonomic network management
- Cognitive networks
- Analysis, modeling, and characterization of complex networks
- Analysis, modeling, and characterization evolving networks
- Monitoring, management and control of massive-scale networks and services
- Topology discovery
- Gossip, epidemic and other bio-inspired protocols in networks
- Overlays, peer-to-peer and virtual networks
- Networks as databases
- Mobile ad hoc networks
- Wireless sensor networks
- Scale-free and small-world networks
- Dynamics and evolution patterns of networks
- Temporal analysis of network topologies
- Visual representation of dynamic networks
- Network structure and attribute prediction
- Distributed computation on networks
- Quality of Service and Quality of Experience in networks and services

Submission Format and Review Guidelines:

The submitted papers must be written in English and describe original research not published nor currently under review by other journals or conferences. Parallel submissions will not be accepted. All submitted papers, if relevant to the theme and objectives of the special issue, will go through an external peer-review process. Submissions should include an abstract, 5-10 key words, and the e-mail address of the corresponding author. The paper length should not exceed 30 double-spaced pages including figures and references on 8.5 by 11 inch paper using at least 11 point font.

Please submit your paper at
Further information about the Springer Journal of Network and Systems Management

Important Dates:
Paper submission due: November 15, 2012
Acceptance notification: May 15, 2013
Final paper due: August 15, 2013
Online Publication: 2013
Print Publication: 2014

Guest Editors:

Prof. Antonio Liotta
Electrical Engineering Department
Eindhoven University of Technology
Eindhoven, The Netherlands

Dr. Giuseppe Di Fatta
School of Systems Engineering
University of Reading
Reading, UK

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