HDAX: Historical Symbolic Modelling of Delay Time Series in a Communications Network
- Australian Computer Society
- Publication Type:
- Conference Proceeding
- Data Mining and Analytics 2009 (AusDM'09): Conference in Research and Practice in Information Technology Volume 101, 2009, pp. 129 - 137
- Issue Date:
There are certain performance parameters like packet delay, delay variation (jitter) and loss, which are decision factors for online quality of service (QoS) traffic routing. Although considerable efforts have been placed on the Internet to assure QoS, the dominant TCP/IP - like the best-effort communications policy - does not provide sufficient guarantee without abrupt change in the protocols. Estimation and forecasting end-to-end delay and its variations are essential tasks in network routing management for detecting anomalies. A large amount of research has been done to provide foreknowledge of network anomalies by characterizing and forecasting delay with numerical forecasting methods.
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