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