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Volumn 7754, Issue , 2013, Pages 123-147

Reviewing traffic classification

Author keywords

[No Author keywords available]

Indexed keywords

ANOMALY DETECTION; INTERNET PROTOCOLS; LARGE DATASET; LEARNING SYSTEMS; QUALITY OF SERVICE; SUPERVISED LEARNING;

EID: 84875924329     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-36784-7_6     Document Type: Review
Times cited : (88)

References (68)
  • 4
    • 84875938272 scopus 로고    scopus 로고
    • Tstat, http://tstat.tlc.polito.it
    • Tstat
  • 12
    • 33746913393 scopus 로고    scopus 로고
    • Cisco systems netflow services export version 9
    • Informational October
    • Claise, B.: Cisco Systems NetFlow Services Export Version 9. RFC 3954 (Informational) (October 2004
    • (2004) RFC , vol.3954
    • Claise, B.1
  • 13
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C., Vapnik, V.: Support-vector networks. Machine Learning 20, 273-297 (1995
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 16
    • 67650287395 scopus 로고    scopus 로고
    • Tie: A community-oriented traffic classification platform
    • Papadopouli, M., Owezarski, P., Pras, A. (eds. Springer, Heidelberg
    • Dainotti, A., de Donato, W., Pescap'e, A.: TIE: A Community-Oriented Traffic Classification Platform. In: Papadopouli, M., Owezarski, P., Pras, A. (eds.) TMA 2009. LNCS, vol. 5537, pp. 64-74. Springer, Heidelberg (2009
    • (2009) TMA 2009. LNCS , vol.5537 , pp. 64-74
    • Dainotti, A.1    De Donato, W.2    Pescap'e, A.3
  • 18
    • 84863134791 scopus 로고    scopus 로고
    • Traffic classification through joint distributions of packet-level statistics
    • Dainotti, A., Pescap̀e, A., Kim, H.C.: Traffic classification through joint distributions of packet-level statistics. In: GLOBECOM, pp. 1-6 (2011
    • (2011) GLOBECOM , pp. 1-6
    • Dainotti, A.1    Pescap̀e, A.2    Kim, H.C.3
  • 19
    • 84856254197 scopus 로고    scopus 로고
    • Issues and future directions in traffic classification
    • Dainotti, A., Pescap'e, A., Claffy, K.C.: Issues and future directions in traffic classification. IEEE Network 26(1), 35-40 (2012
    • (2012) IEEE Network , vol.26 , Issue.1 , pp. 35-40
    • Dainotti, A.1    Pescap'e, A.2    Claffy, K.C.3
  • 20
    • 79955087499 scopus 로고    scopus 로고
    • Early classification of network traffic through multi-classification
    • Domingo-Pascual, J., Shavitt, Y., Uhlig, S. (eds. Springer, Heidelberg
    • Dainotti, A., Pescap'e, A., Sansone, C.: Early Classification of Network Traffic through Multi-classification. In: Domingo-Pascual, J., Shavitt, Y., Uhlig, S. (eds.) TMA 2011. LNCS, vol. 6613, pp. 122-135. Springer, Heidelberg (2011
    • (2011) TMA 2011. LNCS , vol.6613 , pp. 122-135
    • Dainotti, A.1    Pescap'e, A.2    Sansone, C.3
  • 21
    • 80053001326 scopus 로고    scopus 로고
    • Using a behaviour knowledge space approach for detecting unknown ip traffic flows
    • Sansone, C., Kittler, J., Roli, F. (eds. Springer, Heidelberg
    • Dainotti, A., Pescap'e, A., Sansone, C., Quintavalle, A.: Using a Behaviour Knowledge Space Approach for Detecting Unknown IP Traffic Flows. In: Sansone, C., Kittler, J., Roli, F. (eds.) MCS 2011. LNCS, vol. 6713, pp. 360-369. Springer, Heidelberg (2011
    • (2011) MCS 2011. LNCS , vol.6713 , pp. 360-369
    • Dainotti, A.1    Pescap'e, A.2    Sansone, C.3    Quintavalle, A.4
  • 25
    • 67650333605 scopus 로고    scopus 로고
    • Kiss: Stochastic packet inspection
    • Papadopouli, M., Owezarski, P., Pras, A. (eds. Springer, Heidelberg
    • Finamore, A., Mellia, M., Meo, M., Rossi, D.: KISS: Stochastic Packet Inspection. In: Papadopouli, M., Owezarski, P., Pras, A. (eds.) TMA 2009. LNCS, vol. 5537, pp. 117-125. Springer, Heidelberg (2009
    • (2009) TMA 2009. LNCS , vol.5537 , pp. 117-125
    • Finamore, A.1    Mellia, M.2    Meo, M.3    Rossi, D.4
  • 27
    • 77952053458 scopus 로고    scopus 로고
    • Kiss to abacus: A comparison of p2ptv traffic classifiers
    • Ricciato, F., Mellia, M., Biersack, E. (eds. Springer, Heidelberg
    • Finamore, A., Meo, M., Rossi, D., Valenti, S.: Kiss to Abacus: A Comparison of P2PTV Traffic Classifiers. In: Ricciato, F., Mellia, M., Biersack, E. (eds.) TMA 2010. LNCS, vol. 6003, pp. 115-126. Springer, Heidelberg (2010
    • (2010) TMA 2010. LNCS , vol.6003 , pp. 115-126
    • Finamore, A.1    Meo, M.2    Rossi, D.3    Valenti, S.4
  • 28
    • 67649962168 scopus 로고    scopus 로고
    • Pbs: Periodic behavioral spectrum of p2p applications
    • Moon, S.B., Teixeira, R., Uhlig, S. (eds. Springer, Heidelberg
    • Fu, T.Z.J., Hu, Y., Shi, X., Chiu, D.M., Lui, J.C.S.: PBS: Periodic Behavioral Spectrum of P2P Applications. In: Moon, S.B., Teixeira, R., Uhlig, S. (eds.) PAM2009. LNCS, vol. 5448, pp. 155-164. Springer, Heidelberg (2009
    • (2009) PAM2009. LNCS , vol.5448 , pp. 155-164
    • Fu, T.Z.J.1    Hu, Y.2    Shi, X.3    Chiu, D.M.4    Lui, J.C.S.5
  • 36
    • 38049181167 scopus 로고    scopus 로고
    • Profiling the end host
    • Uhlig, S., Papagiannaki, K., Bonaventure, O. (eds. Springer, Heidelberg
    • Karagiannis, T., Papagiannaki, K., Taft, N., Faloutsos, M.: Profiling the End Host. In: Uhlig, S., Papagiannaki, K., Bonaventure, O. (eds.) PAM 2007. LNCS, vol. 4427, pp. 186-196. Springer, Heidelberg (2007
    • (2007) PAM 2007. LNCS , vol.4427 , pp. 186-196
    • Karagiannis, T.1    Papagiannaki, K.2    Taft, N.3    Faloutsos, M.4
  • 40
    • 79955076643 scopus 로고    scopus 로고
    • Supervised machine learning: A review of classification techniques
    • Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies IOS Press Amsterdam
    • Kotsiantis, S.B.: Supervised machine learning: A review of classification techniques. In: Proceeding of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies, pp. 3-24. IOS Press, Amsterdam (2007
    • (2007) Proceeding of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real , pp. 3-24
    • Kotsiantis, S.B.1
  • 42
    • 61749100211 scopus 로고    scopus 로고
    • Efficient application identification and the temporal and spatial stability of classification schema
    • Li,W., Canini,M., Moore, A.W., Bolla, R.: Efficient application identification and the temporal and spatial stability of classification schema. Computer Networks 53(6), 790-809 (2009
    • (2009) Computer Networks , vol.53 , Issue.6 , pp. 790-809
    • Li, W.1    Canini, M.2    Moore, A.W.3    Bolla, R.4
  • 45
    • 35048887481 scopus 로고    scopus 로고
    • Flow clustering using machine learning techniques
    • Barakat, C., Pratt, I. (eds. Springer, Heidelberg
    • McGregor, A., Hall, M., Lorier, P., Brunskill, J.: Flow Clustering Using Machine Learning Techniques. In: Barakat, C., Pratt, I. (eds.) PAM 2004. LNCS, vol. 3015, pp. 205-214. Springer, Heidelberg (2004
    • (2004) PAM 2004. LNCS , vol.3015 , pp. 205-214
    • McGregor, A.1    Hall, M.2    Lorier, P.3    Brunskill, J.4
  • 46
    • 61749087248 scopus 로고    scopus 로고
    • Traffic classification and its applications to modern networks
    • Mellia, M., Pescap̀e, A., Salgarelli, L.: Traffic classification and its applications to modern networks. Computer Networks 53(6), 759-760 (2009
    • (2009) Computer Networks , vol.53 , Issue.6 , pp. 759-760
    • Mellia, M.1    Pescap̀e, A.2    Salgarelli, L.3
  • 47
    • 24344465024 scopus 로고    scopus 로고
    • Discriminators for use in flow-based classification
    • University of Cambridge
    • Moore, A., Zuev, D., Crogan, M.: Discriminators for use in flow-based classification. Technical report, University of Cambridge (2005
    • (2005) Technical Report
    • Moore, A.1    Zuev, D.2    Crogan, M.3
  • 48
    • 84869166587 scopus 로고    scopus 로고
    • Internet traffic classification using bayesian analysis techniques
    • Banff, Alberta, Canada
    • Moore, A.W., Zuev, D.: Internet traffic classification using bayesian analysis techniques. In: ACM SIGMETRICS 2005, Banff, Alberta, Canada (2005
    • (2005) ACM SIGMETRICS 2005
    • Moore, A.W.1    Zuev, D.2
  • 50
    • 24344442716 scopus 로고    scopus 로고
    • Toward the accurate identification of network applications
    • Dovrolis, C. (ed. Springer, Heidelberg
    • Moore, A.W., Papagiannaki, K.: Toward the Accurate Identification of Network Applications. In: Dovrolis, C. (ed.) PAM 2005. LNCS, vol. 3431, pp. 41-54. Springer, Heidelberg (2005
    • (2005) PAM 2005. LNCS , vol.3431 , pp. 41-54
    • Moore, A.W.1    Papagiannaki, K.2
  • 51
    • 84875964131 scopus 로고    scopus 로고
    • Napa-Wine, http://www.napa-wine.eu/
    • Napa-Wine
  • 52
    • 62849120844 scopus 로고    scopus 로고
    • A survey of techniques for internet traffic classification using machine learning
    • Nguyen, T.T.T., Armitage, G.: A survey of techniques for internet traffic classification using machine learning. IEEE Communications Surveys & Tutorials 10(4), 56-76 (2008
    • (2008) IEEE Communications Surveys & Tutorials , vol.10 , Issue.4 , pp. 56-76
    • Nguyen, T.T.T.1    Armitage, G.2
  • 54
    • 51249116516 scopus 로고    scopus 로고
    • Lightweight, payload-based traffic classification: An experimental evaluation
    • May
    • Risso, F., Baldi, M., Morandi, O., Baldini, A., Monclus, P.: Lightweight, payload-based traffic classification: An experimental evaluation. In: Proc. of IEEE ICC 2008 (May 2008
    • (2008) Proc. of IEEE ICC , pp. 2008
    • Risso, F.1    Baldi, M.2    Morandi, O.3    Baldini, A.4    Monclus, P.5
  • 57
    • 77955143280 scopus 로고    scopus 로고
    • Fine-grained traffic classification with netflow data
    • Workshop At IWCMC 2010 Caen France (June 2010
    • Rossi, D., Valenti, S.: Fine-grained traffic classification with Netflow data. In: TRaffic Analysis and Classification (TRAC)Workshop at IWCMC 2010, Caen, France (June 2010
    • TRaffic Analysis And Classification (TRAC
    • Rossi, D.1    Valenti, S.2
  • 58
  • 60
  • 61
    • 79951612835 scopus 로고    scopus 로고
    • Internet traffic classification demystified: On the sources of the discriminative power
    • Lim, Y.S., Kim, H., Jeong, J., Kim, C.K., Kwon, T.T., Choi, Y.: Internet traffic classification demystified: On the sources of the discriminative power. In: CoNEXT, p. 9 (2010
    • (2010) CoNEXT , pp. 9
    • Lim, Y.S.1    Kim, H.2    Jeong, J.3    Kim, C.K.4    Kwon, T.T.5    Choi, Y.6
  • 63
    • 67650284231 scopus 로고    scopus 로고
    • Accurate, fine-grained classification of p2p-Tv applications by simply counting packets
    • Papadopouli, M., Owezarski, P., Pras, A. (eds. Springer, Heidelberg
    • Valenti, S., Rossi, D.,Meo, M., Mellia,M., Bermolen, P.: Accurate, Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets. In: Papadopouli, M., Owezarski, P., Pras, A. (eds.) TMA 2009. LNCS, vol. 5537, pp. 84-92. Springer, Heidelberg (2009
    • (2009) TMA 2009. LNCS , vol.5537 , pp. 84-92
    • Valenti, S.1    Rossi, D.2    Meo, M.3    Mellia, M.4    Bermolen, P.5
  • 65
    • 38049023235 scopus 로고    scopus 로고
    • A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification
    • Williams, N., Zander, S., Armitage, G.: A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification. ACM SIGCOMM CCR 36(5), 5-16 (2006
    • (2006) ACM SIGCOMM CCR , vol.36 , Issue.5 , pp. 5-16
    • Williams, N.1    Zander, S.2    Armitage, G.3
  • 66
    • 0003158656 scopus 로고
    • Hitting the memory wall: Implications of the obvious
    • Wulf, W.A., Mckee, S.A.: Hitting the memory wall: Implications of the obvious. Computer Architecture News 23, 20-24 (1995
    • (1995) Computer Architecture News , vol.23 , pp. 20-24
    • Wulf, W.A.1    Mckee, S.A.2
  • 67
    • 33750711125 scopus 로고    scopus 로고
    • Profiling internet backbone traffic: Behavior models and applications
    • Xu, K., Zhang, Z.-L., Bhattacharyya, S.: Profiling internet backbone traffic: Behavior models and applications. ACM SIGCOMM Comput. Commun. Rev. 35(4), 169-180 (2005
    • (2005) ACM SIGCOMM Comput. Commun. Rev , vol.35 , Issue.4 , pp. 169-180
    • Xu, K.1    Zhang, Z.-L.2    Bhattacharyya, S.3
  • 68
    • 84863362945 scopus 로고    scopus 로고
    • Gpu-based nfa implementation for memory efficient high speed regular expression matching
    • Zu, Y., Yang, M., Xu, Z.,Wang, L., Tian, X., Peng, K., Dong, Q.: Gpu-based nfa implementation for memory efficient high speed regular expression matching. In: PPOPP, pp. 129-140 (2012
    • (2012) PPOPP , pp. 129-140
    • Zu, Y.1    Yang, M.2    Xu Z.Wang, L.3    Tian, X.4    Peng, K.5    Dong, Q.6


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