Title
A Kalman Filtering Based Method For Available Bandwidth Measurement
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.
Year
Venue
Keywords
2015
2015 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC)
Measurements for networking, network monitoring, available bandwidth, active network measurements, Kalman filter
Field
DocType
Citations 
Extended Kalman filter,Fast Kalman filter,Computer science,Network packet,Kalman filter,Electronic engineering,Moving horizon estimation,Bandwidth (signal processing),Bandwidth measurement,Trajectory
Conference
2
PageRank 
References 
Authors
0.41
13
4
Name
Order
Citations
PageRank
Leopoldo Angrisani138957.11
Gianfranco Miele24112.67
Rosario Schiano Lo Moriello310716.45
Michele Vadursi420321.83