Preferencje help
Widoczny [Schowaj] Abstrakt
Liczba wyników
Tytuł artykułu

Variance-to-mean ratio in ICT traffic

Treść / Zawartość
Warianty tytułu
Computer Applications in Electrical Engineering (18-19.04.2016 ; Poznań, Polska)
Języki publikacji
In this paper the ICT network traffic analysis from the point of view of the varianceto- mean ratio is presented and discussed. The analysis is based on the real traffic captured at the West Pomeranian University of Technology. The results of averaged traffic analysis over different time scales shows the relation between variance-to-mean ratio and the level of self-similarity, which in turn affects the quality of service in ICT networks.
Opis fizyczny
Bibliogr. 10 poz., rys., tab.
  • West Pomeranian University of Technology
  • [1] Barford P., Kline J., Plonka D., Ron A., A Signal Analysis of Network Traffic Anomalies, Proc. 2nd ACM SIGCOMM Workshop on Internet measurment, 2002, pp. 71-82.
  • [2] Kim M., Kong H., Hong S., Chung S., A Flow-based Method for Abnormal Network Traffic Detection, NOMS, IEEE/IFIP, Volume 1, 2004, pp. 599-612.
  • [3] Shinde P., Guntupalli S., Early DoS Attack Detection using Smoothened Time-Series and Wavelet Analysis, Information Assurance and Security, 2007. IAS 2007, pp. 215-220.
  • [4] Hinich M.J., Molyneux R.E., Predicting information flows in network traffic, Journal of the American Society for Information Science and Technology, Volume 54, Issue 2, 2003, pp. 161–168.
  • [5] Field A.J., Harder U., Harrison P. G., Measurement and Modelling of Self-similar Traffic in Computer Networks. IEE Proc.-Commun, vol. 151, issue 4, 2004, pp. 355-386.
  • [6] Leland W., Taqqu, M., Willinger, W., Wilson, D., On the self-similar nature of Ethernet traffic (extended version), IEEE/ACM Transactions on Networking, 2, 1 (1994), pp.1-15.
  • [7] Taqqu M., Willinger W., Scherman R., Proof of a Fundamental Result in Self-Similar Traffic Modeling, ACM SIGCOMM Computer Communication Review, 27, 2 (1997), pp. 5-23.
  • [8] Park K., Kim G T., Crovella M.E., On the relationship between file sizes, transport protocols and self-similar network traffic, Technical report, Boston University, Computer Science Department, 1996.
  • [9] Faber M.H., Statistics and Probability Theory, Springer, 2012.
  • [10] Garvey P.R., Book S.A., Covert R.P., Probability Methods for Cost Uncertainty Analysis: A Systems Engineering Perspective, Second Edition, Chapman and Hall, 2015.
Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę.
Typ dokumentu
Identyfikator YADDA
JavaScript jest wyłączony w Twojej przeglądarce internetowej. Włącz go, a następnie odśwież stronę, aby móc w pełni z niej korzystać.