A Kalman filtering based method for available bandwidth measurement

被引:0
|
作者
Angrisani, Leopoldo [1 ]
Miele, Gianfranco [2 ]
Lo Monello, Rosario Schiano [1 ]
Vadursi, Michele [3 ]
机构
[1] Univ Naples Federico II, Dept Elect Engn & Informat Technol, Naples, Italy
[2] Univ Cassino & Southern Lazio, Dept Elect & Informat Engn, Cassino, FR, Italy
[3] Univ Naples Parthenope, Dept Engn, Naples, Italy
关键词
Measurements for networking; network monitoring; available bandwidth; active network measurements; Kalman filter;
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
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.
引用
下载
收藏
页码:1215 / 1220
页数:6
相关论文
共 50 条
  • [1] Real-Time Measurement of End-to-End Available Bandwidth using Kalman Filtering
    Ekelin, Svante
    Nilsson, Martin
    Hartikainen, Erik
    Johnsson, Andreas
    Mangs, Jan-Erik
    Melander, Bob
    Bjorkman, Mats
    2006 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, VOLS 1 AND 2, 2006, : 73 - +
  • [2] A Novel Available Bandwidth Measurement Method based on the Pathload
    Wang, Bo
    Wen, Xiangmin
    Sun, Yong
    Zhen, Wei
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 1, PROCEEDINGS, 2009, : 652 - 655
  • [3] Online Estimation of Available Bandwidth and Fair Share Using Kalman Filtering
    Bozakov, Zdravko
    Bredel, Michael
    NETWORKING 2009, 2009, 5550 : 548 - 561
  • [4] An Available Bandwidth Measurement Method Based on the Parity-Packet Pair Model
    Huang Yu
    Zhang Xiaoyi
    Yang Song
    Li Feng
    2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL II, 2009, : 203 - +
  • [5] A merged inline measurement method for capacity and available bandwidth
    Man, CLT
    Hasegawa, G
    Murata, M
    PASSIVE AND ACTIVE NETWORK MEASUREMENT, PROCEEDINGS, 2005, 3431 : 341 - 344
  • [6] A measurement method based on Kalman filtering for ultrasonic time-of-flight estimation
    Angrisani, L
    Baccigalupi, A
    Lo Moriello, RS
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2006, 55 (02) : 442 - 448
  • [7] End-to-end available bandwidth measurement method
    School of Computer Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China
    Jisuanji Gongcheng, 2006, 7 (126-128):
  • [8] A New Available Bandwidth Measurement Method Based on Self-Loading Periodic Streams
    Xiao, Yufeng
    Chen, Shanzhi
    Li, Xin
    Li, Yuhong
    2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 1904 - 1907
  • [9] An Quick Available-Bandwidth Measurement Method Based on Link Delay Growth Rate
    Shi, Junzheng
    Yang, Qingya
    Gou, Gaopeng
    Xiong, Gang
    ICCBN 2020: 2020 8TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND BROADBAND NETWORKING / ICCET 2020: 2020 3RD INTERNATIONAL CONFERENCE ON COMMUNICATION ENGINEERING AND TECHNOLOGY, 2020, : 51 - 57
  • [10] A Kalman-filtering-based BRDF online measurement method for variable temperature surfaces
    Huang, Ang
    Wang, Jinghui
    Dong, Wei
    Meng, Fanshan
    Liu, Qiang
    Li, Yiwen
    INFRARED PHYSICS & TECHNOLOGY, 2023, 135