Adaptive random sampling for traffic volume measurement

Telecommunication Systems

Volumn 34, Issue 1-2, 2007, Pages 71-80

  Choi, Baek Young ^a   Zhang, Zhi Li ^b  

^a UNIVERSITY OF MISSOURI KANSAS CITY   (United States)

^b University of Minnesota   (United States)

Author keywords

Flow; Network monitoring; Packet sampling; Traffic measurement

Indexed keywords

NETWORK MONITORING; PACKET SAMPLING; TRAFFIC MEASUREMENT;

ERROR ANALYSIS; FLOWCHARTING; PACKET NETWORKS; RANDOM PROCESSES; SAMPLING;

TELECOMMUNICATION TRAFFIC;

EID: 33846327948     PISSN: 10184864     EISSN: 15729451     Source Type: Journal    
DOI: 10.1007/s11235-006-9023-z     Document Type: Conference Paper

References (20)

1. D. Berry and B. Lindgren, Statistics Theory and Methods, 2nd edition (Duxbury Press, ITP, 1996).
2. S. Bhattacharyya, C. Diot, J. Jetcheva and N. Taft, Pop-level and access-link-level traffic dynamics in a tier-1 pop, in: Proceeding of ACM SIGCOMM Internet Measurement Workshop (San Francisco, 2001).
3. P. Billingsley, Probability Measures (Wiley-lnterscience Publication, 1995).
4. K. Claffy, G.C. Polyzos and H.W. Braun, Application of sampling methodologies to network traffic characterization, in: Proceedings of ACM SIGCOMM (San Francisco, CA, 1993), pp. 13-17.
5. N. Duffield and M. Grossglauser, Trajectory sampling for direct traffic observation, in: Proceedings of ACM SIGCOMM (2000).
6. N. Duffield, C. Lund and M. Thorup, Charging from sampled network usage, in: Proceedings of ACM SIGCOMM Internet Measurement Workshop (2001).
7. N. Duffield, C. Lund and M. Thorup, Estimating flow distributions from sampled flow statistics, in: Proceedings of ACM SIGCOMM'03 (2003).
8. A. Erramilli, O. Narayan and W. Willinger, Experimental queuing analysis with long-range dependent packet traffic, IEEE/ACM Transactions on Networking 4(2) (1996) 209-223.
9. C. Estan and G. Varghese, New directions in traffic measurement and accounting, in: Proceedings of ACM SIGCOMM (2002).
10. W. Fang and L. Peterson, Inter-as traffic patterns and their implications, in: Proceedings of IEEE Globecom (Rio, Brazil, 1999).
11. A. Feldmann, A. Greenberg, N.R.C. Lund, J. Rexford and F. True, Deriving traffic demands for operational ip networks: Methodology and experience, IEEE/ACM Transactions on Networking (2001), pp. 265-279.
12. J. Gottman, Time-Series Analysis (Cambridge University Press, 1981).
13. N. Hohn and D. Veitch, Inverting sampled traffic, in: Proceedings of ACM SIGCOMM Internet Measurement Conference (2003).
14. IPFIX, Internet Engineering Task Force, IP Flow Information Export. http://www.ietf.org/html.charters/ipfix-charter.html
15. J. Jedwab, P. Phaal and B. Pinna, Traffic estimation for the largest sources on a network, using packet sampling with limited storage. Tech. Rep. HPL-92-35, HP Labs Technical Report (1992).
16. Juniper packet sampling, http://www.juniper.net
17. National Laboratory for Applied Network Resaerch (NLANR), PMA Traces Archive. http://moat.nlanr.net
18. PSAMP, Internet Engineering Task Force Packet Sampling working group. https://ops.ietf.org/lists/psamp
19. Cisco sampled netflow. http://www.cisco.com
20. T. Yamane, Elementary Sampling Theory (Prentice-Hall, Inc., 1967).