DocumentCode :
720093
Title :
A Kalman filtering based method for available bandwidth measurement
Author :
Angrisani, Leopoldo ; Miele, Gianfranco ; Schiano Lo Moriello, Rosario ; Vadursi, Michele
Author_Institution :
Dept. of Electr. Eng. & Inf. Technol., Univ. of Naples Federico II, Naples, Italy
fYear :
2015
fDate :
11-14 May 2015
Firstpage :
1215
Lastpage :
1220
Abstract :
The paper addresses the problem of available bandwidth measurement in IP networks, with special attention to situations where the available bandwidth undergoes quick variations and needs be accurately tracked. The proposed solution is based on a Kalman filtering of the interarrival times of probing packet pairs, according to a Probe Gap Model and is therefore less invasive than alternative solutions. The paper presents the general problem and the proposed method, along with some simulations and experiments on a controlled network test bed.
Keywords :
IP networks; Kalman filters; telecommunication traffic recording; IP network; Kalman filtering based method; available bandwidth measurement; probe gap model; probing packet pair interarrival times; Bandwidth; Estimation; Kalman filters; Mathematical model; Probes; Trajectory; Kalman filter; Measurements for networking; active network measurements; available bandwidth; network monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International
Conference_Location :
Pisa
Type :
conf
DOI :
10.1109/I2MTC.2015.7151446
Filename :
7151446
Link To Document :
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