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Volumn 18, Issue 5, 2010, Pages 1505-1515

KISS: Stochastic packet inspection Classifier for UDP traffic

Author keywords

Supervised learning algorithms; traffic classification

Indexed keywords

CLASSIFICATION FRAMEWORK; CLIENT SERVER; DECISION PROCESS; FLOW ASYMMETRY; GEOMETRIC DISTANCES; INTERNET APPLICATION; P2P STREAMING; PACKET INSPECTION; PACKET SAMPLING; PEER TO PEER; STATISTICAL CHARACTERIZATION; STATISTICAL SIGNATURES; STREAMING APPLICATIONS; TRAFFIC CLASSIFICATION; TRUE POSITIVE; UDP TRAFFIC; WORST CASE;

EID: 77958152377     PISSN: 10636692     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNET.2010.2044046     Document Type: Article
Times cited : (114)

References (29)
  • 2
    • 36949009834 scopus 로고    scopus 로고
    • Revealing Skype traffic: When randomness plays with you
    • Kyoto, Japan, Aug.
    • D. Bonfiglio, M. Mellia, M. Meo, D. Rossi, and P. Tofanelli, "Revealing Skype traffic: When randomness plays with you," in Proc. ACM SIGCOMM, Kyoto, Japan, Aug. 2007, pp. 37-48.
    • (2007) Proc. ACM SIGCOMM , pp. 37-48
    • Bonfiglio, D.1    Mellia, M.2    Meo, M.3    Rossi, D.4    Tofanelli, P.5
  • 3
    • 67650333605 scopus 로고    scopus 로고
    • KISS: Stochastic packet inspection
    • Aachen, Germany May 11
    • A. Finamore, M. Mellia, M. Meo, and D. Rossi, "KISS: Stochastic packet inspection," in Proc. 1st TMA Workshop, Aachen, Germany, May 11, 2009, pp. 117-125.
    • (2009) Proc. 1st TMA Workshop , pp. 117-125
    • Finamore, A.1    Mellia, M.2    Meo, M.3    Rossi, D.4
  • 4
    • 33847303101 scopus 로고    scopus 로고
    • BLINC: Multilevel traffic classification in the dark
    • T. Karagiannis, K. Papagiannaki, and M. Faloutsos, "BLINC: Multilevel traffic classification in the dark," Comput. Commun. Rev., vol. 35, no. 4, pp. 229-240, 2005.
    • (2005) Comput. Commun. Rev. , vol.35 , Issue.4 , pp. 229-240
    • Karagiannis, T.1    Papagiannaki, K.2    Faloutsos, M.3
  • 5
    • 14344265818 scopus 로고    scopus 로고
    • Internet traffic classification using bayesian analysis techniques
    • Banff, Canada Jun.
    • A. W. Moore and D. Zuev, "Internet traffic classification using bayesian analysis techniques," in Proc. ACM SIGMETRICS, Banff, Canada, Jun. 2005, pp. 50-60.
    • (2005) Proc. ACM SIGMETRICS , pp. 50-60
    • Moore, A.W.1    Zuev, D.2
  • 7
    • 9544246743 scopus 로고    scopus 로고
    • Measuring IP and TCP behavior on edge nodes with Tstat
    • Jan.
    • M. Mellia, R. Lo Cigno, and F. Neri, "Measuring IP and TCP behavior on edge nodes with Tstat," Comput. Netw., vol. 47, no. 1, pp. 1-21, Jan. 2005.
    • (2005) Comput. Netw. , vol.47 , Issue.1 , pp. 1-21
    • Mellia, M.1    Lo Cigno, R.2    Neri, F.3
  • 8
    • 62849120844 scopus 로고    scopus 로고
    • A survey of techniques for Internet traffic classification using machine learning
    • T.Nguyen and G. Armitage,"A survey of techniques for Internet traffic classification using machine learning," IEEE Commun. Surveys Tutorials, vol. 10, no. 4, pp. 56-76, 2008.
    • (2008) IEEE Commun. Surveys Tutorials , vol.10 , Issue.4 , pp. 56-76
    • Nguyen, T.1    Armitage, G.2
  • 9
    • 24344442716 scopus 로고    scopus 로고
    • Toward the accurate identification of network applications
    • Boston, MA, Mar./Apr.
    • A. W. Moore and K. Papagiannaki, "Toward the accurate identification of network applications," in Proc. PAM, Boston, MA, Mar./Apr. 2005, pp. 41-54.
    • (2005) Proc. PAM , pp. 41-54
    • Moore, A.W.1    Papagiannaki, K.2
  • 11
    • 77958151252 scopus 로고    scopus 로고
    • [Online].Available
    • "Skype testbed traces," [Online]. Available: http://tstat.tlc.polito.it/ traces-skype.shtml
    • Skype Testbed Traces
  • 12
    • 77953167252 scopus 로고    scopus 로고
    • [Online].Available
    • "FastWeb company information," 2006 [Online]. Available: http://company.fastweb.it
    • (2006) FastWeb Company Information
  • 13
    • 34548349236 scopus 로고    scopus 로고
    • Understanding VoIP from backbone measurements
    • Anchorage, AK, May
    • R. Birke, M. Mellia, M. Petracca, and D. Rossi, "Understanding VoIP from backbone measurements," in Proc. IEEE INFOCOM, Anchorage, AK, May 2007, pp. 2027-2035.
    • (2007) Proc. IEEE INFOCOM , pp. 2027-2035
    • Birke, R.1    Mellia, M.2    Petracca, M.3    Rossi, D.4
  • 14
    • 42649100020 scopus 로고    scopus 로고
    • Building a cooperative P2P-TV application over a wise network: The approach of the European FP-7 STREP NAPA-WINE
    • Apr.
    • E. Leonardi, M. Mellia, A. Horvart, L. Muscariello, S. Niccolini, and D. Rossi, "Building a cooperative P2P-TV application over a wise network: The approach of the European FP-7 STREP NAPA-WINE," IEEE Commun. Mag., vol. 46, no. 4, pp. 20-211, Apr. 2008.
    • (2008) IEEE Commun. Mag. , vol.46 , Issue.4 , pp. 20-211
    • Leonardi, E.1    Mellia, M.2    Horvart, A.3    Muscariello, L.4    Niccolini, S.5    Rossi, D.6
  • 15
    • 77958150532 scopus 로고    scopus 로고
    • [Online].Available
    • "IPP2P home page," [Online]. Available: http://www.ipp2p.org/
    • IPP2P Home Page
  • 16
    • 33746629171 scopus 로고    scopus 로고
    • The eMule protocol specification
    • School of Computer Science and Engineering, The Hebrew University
    • Y. Kulbak and D. Bickson, "The eMule protocol specification," School of Computer Science and Engineering, The Hebrew University, Tech. Rep. Leibniz Center TR-2005-03, 2005.
    • (2005) Tech. Rep. Leibniz Center TR-2005-03
    • Kulbak, Y.1    Bickson, D.2
  • 17
    • 19544387615 scopus 로고    scopus 로고
    • An analysis of Internet chat systems
    • Miami Beach, FL, Oct.
    • C. Dewes, A. Wichmann, and A. Feldmann, "An analysis of Internet chat systems," in Proc. 3rd ACM SIGCOMM IMC, Miami Beach, FL, Oct. 2003, pp. 51-64.
    • (2003) Proc. 3rd ACM SIGCOMM IMC , pp. 51-64
    • Dewes, C.1    Wichmann, A.2    Feldmann, A.3
  • 18
    • 19944406146 scopus 로고    scopus 로고
    • Accurate, scalable in-network identification of P2P traffic using application signatures
    • New York May
    • S. Sen, O. Spatscheck, and D. Wang, "Accurate, scalable in-network identification of P2P traffic using application signatures," in Proc. 13th Int. Conf. WWW, New York, May 2004, pp. 512-521.
    • (2004) Proc. 13th Int. Conf. WWW , pp. 512-521
    • Sen, S.1    Spatscheck, O.2    Wang, D.3
  • 19
    • 29244451861 scopus 로고    scopus 로고
    • ACAS: Automated construction of application signatures
    • Philadelphia, PA, Aug.
    • P. Haffner, S. Sen, O. Spatscheck, and D. Wang, "ACAS: Automated construction of application signatures," in Proc. ACM SIGCOMM Workshop Minenet, Philadelphia, PA, Aug. 2005, pp. 197-202.
    • (2005) Proc. ACM SIGCOMM Workshop Minenet , pp. 197-202
    • Haffner, P.1    Sen, S.2    Spatscheck, O.3    Wang, D.4
  • 22
    • 14944383480 scopus 로고    scopus 로고
    • Class-of-ser-vice mapping for QoS: A statistical signature-based approach to IP traffic classification
    • Taormina, Italy, Oct.
    • M. Roughan, S. Sen, O. Spatscheck, and N. Duffield, "Class-of-ser- vice mapping for QoS: A statistical signature-based approach to IP traffic classification," in Proc. 4th ACM SIGCOMM IMC, Taormina, Italy, Oct. 2004, pp. 135-148.
    • (2004) Proc. 4th ACM SIGCOMM IMC , pp. 135-148
    • Roughan, M.1    Sen, S.2    Spatscheck, O.3    Duffield, N.4
  • 23
    • 34548118248 scopus 로고    scopus 로고
    • Offline/realtime traffic classification using semi-supervised learning
    • Oct.
    • J. Erman, M. Arlitta, I. Cohen, and C. Williamson, "Offline/realtime traffic classification using semi-supervised learning," Perform. Eval., vol. 64, no. 9-12, pp. 1194-1213, Oct. 2007.
    • (2007) Perform. Eval. , vol.64 , Issue.9-12 , pp. 1194-1213
    • Erman, J.1    Arlitta, M.2    Cohen, I.3    Williamson, C.4
  • 25
    • 33750711125 scopus 로고    scopus 로고
    • Profiling internet backbone traffic: Behavior models and applications
    • DOI 10.1145/1090191.1080112
    • K. Xu, Z. Zhang, and S. Bhattacharyya, "Profiling internet backbone traffic: Behavior models and applications," in Proc. ACM SIGCOMM, Philadelphia, PA, Aug. 2005, pp. 169-180. (Pubitemid 46323502)
    • (2005) Computer Communication Review , vol.35 , Issue.4 , pp. 169-180
    • Xu, K.1    Zhang, Z.-L.2    Bhattacharyya, S.3
  • 26
    • 70350771144 scopus 로고    scopus 로고
    • Internet traffic classification demystified: Myths, caveats, and the best practices
    • Madrid, Spain Dec. Article No. 11
    • H. Kim, K. Claffy, M. Fomenkov, D. Barman, M. Faloutsos, and K. Lee, "Internet traffic classification demystified: Myths, caveats, and the best practices," in Proc. CoNEXT, Madrid, Spain, Dec. 2008, Article No. 11.
    • (2008) Proc. CoNEXT
    • Kim, H.1    Claffy, K.2    Fomenkov, M.3    Barman, D.4    Faloutsos, M.5    Lee, K.6
  • 27
    • 77953868170 scopus 로고    scopus 로고
    • Early application identification
    • Lisboa, Portugal Dec. Article No. 6
    • L. Bernaille, R. Teixeira, and K. Salamatian, "Early application identification," in Proc. CoNEXT, Lisboa, Portugal, Dec. 2006, Article No. 6.
    • (2006) Proc. CoNEXT
    • Bernaille, L.1    Teixeira, R.2    Salamatian, K.3
  • 28
    • 48749130030 scopus 로고    scopus 로고
    • Traffic classification through simple statistical fingerprinting
    • Jan.
    • M. Crotti, M. Dusi, F. Gringoli, and L. Salgarelli, "Traffic classification through simple statistical fingerprinting," Comput. Commun. Rev., vol. 37, no. 1, pp. 5-16, Jan. 2007.
    • (2007) Comput. Commun. Rev. , vol.37 , Issue.1 , pp. 5-16
    • Crotti, M.1    Dusi, M.2    Gringoli, F.3    Salgarelli, L.4
  • 29
    • 0028491368 scopus 로고
    • Empirically derived analytic models of wide-area TCP connections
    • Aug.
    • V. Paxson, "Empirically derived analytic models of wide-area TCP connections," IEEE/ACM Trans. Netw., vol. 2, no. 4,pp. 316-336, Aug. 1994.
    • (1994) IEEE/ ACM Trans. Netw. , vol.2 , Issue.4 , pp. 316-336
    • Paxson, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.