Origin-destination flow measurement in high-speed networks

Proceedings - IEEE INFOCOM

Volumn , Issue , 2012, Pages 2526-2530

  Li, Tao ^a   Chen, Shigang ^a   Qiao, Yan ^a  

^a J Crayton Pruitt Family Department of Biomedical Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANOMALY DETECTION; CAPACITY PLANNING; COMPACT DATA STRUCTURE; HIGH-SPEED; MANAGEMENT APPLICATIONS; MEASUREMENT EFFICIENCY; NEW MEASUREMENT METHOD; ORIGIN DESTINATION; ORIGIN-DESTINATION FLOWS; PACKET RATE; PRECISE MEASUREMENTS; PROCESSING OVERHEAD; SIZE ESTIMATION; STANDARD DEVIATION; STATISTICAL INFERENCE; TECHNICAL CHALLENGES; TRAFFIC ENGINEERING;

DATA STRUCTURES; HIGHWAY ENGINEERING; RELIABILITY ANALYSIS; TRAFFIC CONTROL;

COMPUTER NETWORK PERFORMANCE EVALUATION;

EID: 84861650775     PISSN: 0743166X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INFCOM.2012.6195645     Document Type: Conference Paper

References (14)

1. J. Cao, Y. Jin, A. Chen, T. Bu, and Z. Zhang, "Identifying High Cardinality Internet Hosts," Proc. of IEEE INFOCOM, 2009.
2. Y. Lu, A. Montanari, B. Prabhakar, S. Dharmapurikar, and A. Kabbani, "Counter Braids: A Novel Counter Architecture for Per-Flow Measurement,"Proc. of ACM SIGMETRICS, 2008.
3. X. Dimitropoulos, P. Hurley, and A. Kind, "Probabilistic Lossy Counting: An Efficient Algorithm for Finding Heavy Hitters," ACM SIGCOMM Computer Communication Review, 2008.
4. M. Thorup M. Roughan and Y. Zhang, "Traffic engineering with estimated traffic matrices," Proc. of Internet Measurement Conference (IMC), 2003.
5. H. Ringberg, A. Soule, J. Rexford, and C. Diot, "Sensitivity of PCA for traffic anomaly detection," Proc. of ACM SIGMETRICS, 2007.
6. A. Medina, N. Taft, K. Salamatian, S. Bhattacharyya, and C. Diot, "Traffic matrix estimation: Existing techniques and new directions," Proc. of ACM SIGCOMM, 2002.
7. W. David Gardner, "Researchers Transmit Optical Data At 16.4 Tbps,"InformationWeek, February 2008.
8. Y. Zhang, M. Roughan, C. Lund, and D. Donoho, "An informationtheoretic approach to traffic matrix estimation," Proc. of ACM SIGCOMM, 2003.
9. Y. Zhang, M. Roughan, C. Lund, and D. Donoho, "Estimating Point-to- Point and Point-to-Multipoint Traffic Matrices: An Information-Theoretic Approach," IEEE/ACM Transactions on Networking, vol. 10, no. 10, 2005.
10. Y. Zhang, M. Roughan, N. Duffield, and A. Greenberg, "Fast accurate computation of large-scale ip traffic matrices from link loads," Proc. of ACM SIGMETRICS, 2003.
11. J. Cao, A. Chen, and T. Bu, "A Quasi-Likelihood Approach for Accurate Traffic Matrix Estimation in a High Speed Network," Proc. of IEEE INFOCOM, 2008.
12. G. Flajolet, "Probabilistic counting," Proc. of Symp. on Fundations of Computer Science (FOCS), 1983.
13. National Institute of Standards and Technology, "FIPS 180-1: Secure Hash Standard," http://csrc.nist.gov, 1995.
14. G. Casella and R. L. Berger, "Statistical Inference," 2nd edition, Duxbury Press, 2002.