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:
Full metadata record
Files in This Item:
Filename Description Size
Thumbnail2008008192OK.pdf1.46 MB
Adobe PDF
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.
Please use this identifier to cite or link to this item: