Modeling network traffic for traffic matrix estimation and anomaly detection based on Bayesian network in cloud computing networks
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[1] Y. Vardi,et al. Network Tomography: Estimating Source-Destination Traffic Intensities from Link Data , 1996 .
[2] Cheng Yao,et al. Multi‐scale anomaly detection for high‐speed network traffic , 2015, Trans. Emerg. Telecommun. Technol..
[3] Marco Listanti,et al. Traffic matrix estimation enhanced by SDNs nodes in real network topology , 2015, 2015 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).
[4] Maurizio Naldi,et al. Estimation of Traffic Matrices for LRD Traffic , 2013 .
[5] Faïez Gargouri,et al. Improving algorithms for structure learning in Bayesian Networks using a new implicit score , 2010, Expert Syst. Appl..
[6] Shiliang Sun,et al. A bayesian network approach to traffic flow forecasting , 2006, IEEE Transactions on Intelligent Transportation Systems.
[7] WillingerWalter,et al. Spatio-temporal compressive sensing and internet traffic matrices , 2009 .
[8] Peng Zhang,et al. A transform domain-based anomaly detection approach to network-wide traffic , 2014, J. Netw. Comput. Appl..
[9] Dingde Jiang,et al. Joint time-frequency sparse estimation of large-scale network traffic , 2011, Comput. Networks.
[10] Maurizio Naldi,et al. Blind Maximum-Likelihood Estimation of Traffic Matrices in Long Range Dependent Traffic , 2009, FITraMEn.
[11] Moises Goldszmidt. Bayesian Network Classifiers , 2011 .
[12] Peng Zhang,et al. A traffic anomaly detection approach in communication networks for applications of multimedia medical devices , 2016, Multimedia Tools and Applications.
[13] Matthew Roughan,et al. Spatiotemporal Traffic Matrix Synthesis , 2015, Comput. Commun. Rev..
[14] David Maxwell Chickering,et al. Large-Sample Learning of Bayesian Networks is NP-Hard , 2002, J. Mach. Learn. Res..
[15] Hui Tian,et al. Study on a New Model for Network Traffic Matrix Estimation , 2014, 2014 Sixth International Symposium on Parallel Architectures, Algorithms and Programming.
[16] Konstantina Papagiannaki,et al. Traffic matrices: balancing measurements, inference and modeling , 2005, SIGMETRICS '05.
[17] Dingde Jiang,et al. How to reconstruct end-to-end traffic based on time-frequency analysis and artificial neural network , 2014 .
[18] Flávio Henrique Teles Vieira,et al. Adaptive wavelet-based multifractal model applied to the effective bandwidth estimation of network traffic flows , 2009 .
[19] Dingde Jiang,et al. A novel hybrid prediction algorithm to network traffic , 2015, annals of telecommunications - annales des télécommunications.
[20] Walter Willinger,et al. Spatio-Temporal Compressive Sensing and Internet Traffic Matrices (Extended Version) , 2012, IEEE/ACM Transactions on Networking.
[21] Albert G. Greenberg,et al. Fast accurate computation of large-scale IP traffic matrices from link loads , 2003, SIGMETRICS '03.
[22] Bing Yu,et al. Time-Varying Network Tomography: Router Link Data , 2000 .