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Using Case-Based Reasoning in Traffic Pattern Recognition for Best Resource Management in 3G Networks

Overview With the underlying W-CDMA technique in 3G networks, resource management is a very significant issue as it can directly influence the system capacity and also lead to system QoS. However, the resource can be dynamically managed in order to maintain the QoS according to the SLA. In this paper, CBR is used as part of an intelligent-based agent management system. It uses information from previously managed situations to maintain the QoS in order to meet the SLA. The results illustrate the performance of an agent in traffic pattern recognition in order to identify the specific type of problem and finally propose the right solution.

Further White Paper Details
Publisher	Association for Computing Machinery	File Format	PDF
Date Published	October 2004
Format	White Papers
Topics	Quality of Service, TDMA - CDMA, SLA

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