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Volumn 29, Issue , 2012, Pages 173-180

Real-time network data analysis using time series models

Author keywords

Massive network data; Packet loss; Passive network monitoring; Time series

Indexed keywords

HIGH-SPEED; MASSIVE NETWORKS; NETWORK DATA; NETWORK MONITORING; NETWORK TRAFFIC; PASSIVE MONITORING; REAL TIME; REAL-TIME NETWORKS; SAMPLING WINDOWS; TIME SERIES MODELS;

EID: 84867353354     PISSN: 1569190X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.simpat.2012.07.002     Document Type: Article
Times cited : (12)

References (26)
  • 1
    • 14644401723 scopus 로고    scopus 로고
    • Combining partitional and hierarchical algorithms for robust and efficient data clustering with cohesion self-merging
    • C.-R. Lin, and M.-S. Chen Combining partitional and hierarchical algorithms for robust and efficient data clustering with cohesion self-merging IEEE Transactions on Knowledge and Data Engineering 17 2 2005 145 159
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.2 , pp. 145-159
    • Lin, C.-R.1    Chen, M.-S.2
  • 4
    • 58049127833 scopus 로고    scopus 로고
    • DiCAP: Distributed packet capturing architecture for high-speed network links
    • Montreal, Que
    • C. Morariu, B. Stiller, DiCAP: distributed packet capturing architecture for high-speed network links, in: 33rd IEEE Conference on Local Computer Networks (LCN) 2008, Montreal, Que, 2008, pp. 168-175.
    • (2008) 33rd IEEE Conference on Local Computer Networks (LCN) 2008 , pp. 168-175
    • Morariu, C.1    Stiller, B.2
  • 6
    • 0036969618 scopus 로고    scopus 로고
    • A passive method for estimating end-to-end TCP packet loss
    • P. Benko, A. Veres, A passive method for estimating end-to-end TCP packet loss, in: IEEE Globecom, 2002, pp. 2609-2613.
    • (2002) IEEE Globecom , pp. 2609-2613
    • Benko, P.1    Veres, A.2
  • 7
    • 67650313685 scopus 로고    scopus 로고
    • Passive packet loss monitoring that employs the hash-based identification technique
    • Nice, France, poster Program (Session 2), 15-19 May
    • S. Ohta, T. Miyazaki, Passive packet loss monitoring that employs the hash-based identification technique, in: 9th IFIP/IEEE International Symposium on Integrated Network Management (IM), Nice, France, poster Program (Session 2), 15-19 May 2005.
    • (2005) 9th IFIP/IEEE International Symposium on Integrated Network Management (IM)
    • Ohta, S.1    Miyazaki, T.2
  • 10
    • 0029323403 scopus 로고
    • Wide area traffic: The failure of poisson modeling
    • V. Paxson, and S. Floyd Wide area traffic: the failure of poisson modeling IEEE/ACM Transactions on Networking 3 3 1995 226 244
    • (1995) IEEE/ACM Transactions on Networking , vol.3 , Issue.3 , pp. 226-244
    • Paxson, V.1    Floyd, S.2
  • 12
    • 0031078972 scopus 로고    scopus 로고
    • Self-similarity through high variability: Statistical analysis of ethernet LAN traffic at the source level
    • W. Willinger, M.S. Taqqu, R. Sherman, and D.V. Wilson Self-similarity through high variability: statistical analysis of ethernet LAN traffic at the source level IEEE/ACM Transactions on Networking 5 1 1997 75 86
    • (1997) IEEE/ACM Transactions on Networking , vol.5 , Issue.1 , pp. 75-86
    • Willinger, W.1    Taqqu, M.S.2    Sherman, R.3    Wilson, D.V.4
  • 13
    • 0004063090 scopus 로고    scopus 로고
    • Prentice Hall International Inc
    • S. Haykin Neural Networks 1999 Prentice Hall International Inc.
    • (1999) Neural Networks
    • Haykin, S.1
  • 14
    • 31144451061 scopus 로고    scopus 로고
    • Discovering trends in large datasets using neural networks
    • K. Kaikhah, and S. Doddameti Discovering trends in large datasets using neural networks Applied Intelligence 24 1 2006 51 60
    • (2006) Applied Intelligence , vol.24 , Issue.1 , pp. 51-60
    • Kaikhah, K.1    Doddameti, S.2
  • 16
    • 84867363266 scopus 로고    scopus 로고
    • Bootstrap-based simple probability model for classifying network traffic and detecting network intrusion
    • Y. Wang, and I. Kim Bootstrap-based simple probability model for classifying network traffic and detecting network intrusion Security Journal 21 4 2008 278 290
    • (2008) Security Journal , vol.21 , Issue.4 , pp. 278-290
    • Wang, Y.1    Kim, I.2
  • 24
    • 0000120766 scopus 로고
    • Estimating the Dimension of a Model
    • G.E. Schwarz Estimating the Dimension of a Model Annals of Statistics 6 2 1978 461 464
    • (1978) Annals of Statistics , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.E.1
  • 26
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • H. Akaike A new look at the statistical model identification IEEE Transactions on Automatic Control 19 6 1974 716 723
    • (1974) IEEE Transactions on Automatic Control , vol.19 , Issue.6 , pp. 716-723
    • Akaike, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.