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.
A Kalman filtering based method for available bandwidth measurement / Angrisani, Leopoldo; Miele, Gianfranco; SCHIANO LO MORIELLO, Rosario; Vadursi, Michele. - 2015-:(2015), pp. 7151446.1215-7151446.1220. (Intervento presentato al convegno 2015 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2015 tenutosi a Palazzo dei Congressi, ita nel 2015) [10.1109/I2MTC.2015.7151446].
A Kalman filtering based method for available bandwidth measurement
ANGRISANI, LEOPOLDO;SCHIANO LO MORIELLO, ROSARIO;
2015
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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
