메뉴 건너뛰기




Volumn 1, Issue , 2008, Pages 629-633

Study on preliminary performance of algorithms for network traffic identification

Author keywords

Machine learning; Multivariate evaluation method; Performance; Traffic identification

Indexed keywords

ACCURACY RATES; C4.5 ALGORITHMS; CLASSIFICATION ALGORITHMS; CONSTRUCTION MODELS; CPU UTILIZATIONS; INTERNET TRAFFICS; MACHINE LEARNING; MEMORY CONSUMPTION; MULTIVARIATE EVALUATION METHOD; NETWORK TRAFFICS; PERFORMANCE; PERFORMANCE OF ALGORITHMS; TEST RESULTS; TEST TIME; TRAFFIC IDENTIFICATION;

EID: 61849133840     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSSE.2008.1277     Document Type: Conference Paper
Times cited : (13)

References (12)
  • 1
    • 13844296614 scopus 로고    scopus 로고
    • Application level traffic monitoring and an analysis on IP networks
    • Daejeon Korea, February
    • M. S. Kim, Y. J. Won, and J. W. K. Hong, "Application level traffic monitoring and an analysis on IP networks," ETRI Journal, Daejeon Korea, vol. 27, no. 1, pp. 22-41, February 2005.
    • (2005) ETRI Journal , vol.27 , Issue.1 , pp. 22-41
    • Kim, M.S.1    Won, Y.J.2    Hong, J.W.K.3
  • 3
    • 14944383480 scopus 로고    scopus 로고
    • Class-of- service mapping for QoS: A statistical signature-based approach to IP traffic classification
    • Association for computing Machinery, New York, United States, pp, Oct
    • M. Roughanx, S. Sen, O. Spatscheck, and N. Duffield, "Class-of- service mapping for QoS: a statistical signature-based approach to IP traffic classification," in Proceedings of the 2004 ACM SIGCOMM Internet Measurement Conference, IMC 2004, Association for computing Machinery, New York, United States, pp. 135-148, Oct 2004.
    • (2004) Proceedings of the 2004 ACM SIGCOMM Internet Measurement Conference, IMC , pp. 135-148
    • Roughanx, M.1    Sen, S.2    Spatscheck, O.3    Duffield, N.4
  • 7
    • 33751393658 scopus 로고    scopus 로고
    • S. Zander, T. Nguyen, AND G. Armitage. Automated traffic classification and application identification using machine learning, in Proceedings of The IEEE Conference on Local Computer Networks - 30th Anniversary, LCN 2005, IEEE Computer Society, Los Alamitos, United States, v2005, pp. 250-257, Nov 2005.
    • S. Zander, T. Nguyen, AND G. Armitage. "Automated traffic classification and application identification using machine learning," in Proceedings of The IEEE Conference on Local Computer Networks - 30th Anniversary, LCN 2005, IEEE Computer Society, Los Alamitos, United States, vol.v2005, pp. 250-257, Nov 2005.
  • 9
    • 33749254096 scopus 로고    scopus 로고
    • R. Caruana, and A. N. Mizil, An empirical comparison of supervised learning algorithms, in ACM International Conference Proceeding Series-Proceedings of the 23rd International Conference on Machine Learning, ICML 2006, Association for Computing Machinery, New York, United States, 148, pp. 161-168, Jun 2006.
    • R. Caruana, and A. N. Mizil, " An empirical comparison of supervised learning algorithms," in ACM International Conference Proceeding Series-Proceedings of the 23rd International Conference on Machine Learning, ICML 2006, Association for Computing Machinery, New York, United States, vol. 148, pp. 161-168, Jun 2006.
  • 10
    • 61849111032 scopus 로고    scopus 로고
    • Zander S. NetMate0.9.4[EB/OL].2006-07/2008-01. http://www.ip-measurement. org/tools/netmate/.
    • Zander S. NetMate0.9.4[EB/OL].2006-07/2008-01. http://www.ip-measurement. org/tools/netmate/.
  • 12
    • 61849118339 scopus 로고    scopus 로고
    • Waikato Environment for Knowledge Analysis (WEKA)3.5.7[EB/OL]. 2006-07/2008-01. http://www.cs.waikato.ac.nz/ml/weka/.
    • Waikato Environment for Knowledge Analysis (WEKA)3.5.7[EB/OL]. 2006-07/2008-01. http://www.cs.waikato.ac.nz/ml/weka/.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.