Notice of RetractionA method to device flow hash algorithm based traffic character

Flow sampling algorithms and data streaming algorithms have widely adopted the hashing algorithms to detect flow information at the high-speed links for the applications of the flow distribution, the number of flow, the heavy-tailed flow, and so on. Hashing algorithms involve transforming a key inside a hash value. But there arenpsilat hash algorithms which are designed for flow measurement. In this paper, we propose a method to design flow hash algorithm based on traffic character. A bit probability distance metric is given to design a flow hash algorithm, and a flow hash algorithm is given using a CERNET trace, and the flow hash algorithm is compared with Bob and CRC hash algorithms by an uniformity test, the number of active flows tests, and a speed test. The experimental result shows that the flow hash algorithm is superior to others hash algorithms.

[1]  Carsten Lund,et al.  Estimating flow distributions from sampled flow statistics , 2003, SIGCOMM '03.

[2]  Gong Jian,et al.  A traffic sampling model for measurement using packet identification , 2002, Proceedings 10th IEEE International Conference on Networks (ICON 2002). Towards Network Superiority (Cat. No.02EX588).

[3]  Nick G. Duffield,et al.  Trajectory engine: a backend for trajectory sampling , 2002, NOMS 2002. IEEE/IFIP Network Operations and Management Symposium. ' Management Solutions for the New Communications World'(Cat. No.02CH37327).

[4]  George C. Polyzos,et al.  A Parameterizable Methodology for Internet Traffic Flow Profiling , 1995, IEEE J. Sel. Areas Commun..

[5]  Ellen W. Zegura,et al.  Performance of hashing-based schemes for Internet load balancing , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[6]  Stefano Giordano,et al.  Traffic Sampling Methods for End-to-End QoS Evaluation in Large Heterogeneous Networks , 1998, Comput. Networks.

[7]  Cheng Guang A Hash Algorithm for IP Flow Measurement , 2005 .

[8]  George Varghese,et al.  Bitmap algorithms for counting active flows on high speed links , 2003, IMC '03.

[9]  Nick G. Duffield,et al.  Sampling and Filtering Techniques for IP Packet Selection , 2009, RFC.

[10]  Raj Jain,et al.  A comparison of hashing schemes for address lookup in computer networks , 1992, IEEE Trans. Commun..

[11]  Abhishek Kumar,et al.  Data streaming algorithms for efficient and accurate estimation of flow size distribution , 2004, SIGMETRICS '04/Performance '04.