Accelerating Decision Tree Based Traffic Classification on FPGA and Multicore Platforms
暂无分享,去创建一个
Viktor K. Prasanna | Da Tong | Yun Rock Qu | V. Prasanna | Yun Qu | Da Tong
[1] Andrew W. Moore,et al. Internet traffic classification using bayesian analysis techniques , 2005, SIGMETRICS '05.
[2] Luca Salgarelli,et al. On-line SVM traffic classification , 2011, 2011 7th International Wireless Communications and Mobile Computing Conference.
[3] Roger F. Woods,et al. Design of a flexible high-speed FPGA-based flow monitor for next generation networks , 2010, 2010 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation.
[4] Rommel García,et al. A compact FPGA-based processor for the Secure Hash Algorithm SHA-256 , 2014, Comput. Electr. Eng..
[5] Viktor K. Prasanna,et al. High throughput and programmable online trafficclassifier on FPGA , 2013, FPGA '13.
[6] Benjamin Humphries,et al. 3D FFTs on a Single FPGA , 2014, FCCM 2014.
[7] Yan Luo,et al. Acceleration of decision tree searching for IP traffic classification , 2008, ANCS '08.
[8] Ian H. Witten,et al. The WEKA data mining software: an update , 2009, SKDD.
[9] Anirban Mahanti,et al. Traffic classification using clustering algorithms , 2006, MineNet '06.
[10] Ron Kohavi,et al. A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection , 1995, IJCAI.
[11] Maya Gokhale,et al. Real-Time Classification of Multimedia Traffic Using FPGA , 2010, 2010 International Conference on Field Programmable Logic and Applications.
[12] Gordon J. Brebner,et al. 400 Gb/s Programmable Packet Parsing on a Single FPGA , 2011, 2011 ACM/IEEE Seventh Symposium on Architectures for Networking and Communications Systems.
[13] Paul Chow,et al. K-means implementation on FPGA for high-dimensional data using triangle inequality , 2012, 22nd International Conference on Field Programmable Logic and Applications (FPL).
[14] Michalis Faloutsos,et al. BLINC: multilevel traffic classification in the dark , 2005, SIGCOMM '05.
[15] Jun Zhang,et al. An Effective Network Traffic Classification Method with Unknown Flow Detection , 2013, IEEE Transactions on Network and Service Management.
[16] Luca Salgarelli,et al. Support Vector Machines for TCP traffic classification , 2009, Comput. Networks.
[17] Yanghee Choi,et al. Internet traffic classification demystified: on the sources of the discriminative power , 2010, CoNEXT.
[18] Christos-Savvas Bouganis,et al. Novel Cascade FPGA Accelerator for Support Vector Machines Classification , 2012, IEEE Transactions on Neural Networks and Learning Systems.
[19] Maurice Gagnaire,et al. Dynamic Resource Allocation in Cloud Environment Under Time-variant Job Requests , 2011, 2011 IEEE Third International Conference on Cloud Computing Technology and Science.
[20] Sebastian Zander,et al. A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification , 2006, CCRV.
[21] Isaac Keslassy,et al. Palette: Distributing tables in software-defined networks , 2013, 2013 Proceedings IEEE INFOCOM.
[22] Usama M. Fayyad,et al. Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning , 1993, IJCAI.
[23] Bogdan V. Ghita,et al. On Internet Traffic Classification: A Two-Phased Machine Learning Approach , 2016, J. Comput. Networks Commun..
[24] Riyad Alshammari,et al. Machine learning based encrypted traffic classification: Identifying SSH and Skype , 2009, 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications.
[25] Luca Salgarelli,et al. MTCLASS: Enabling statistical traffic classification of multi-gigabit aggregates on inexpensive hardware , 2012, 2012 8th International Wireless Communications and Mobile Computing Conference (IWCMC).
[26] Renata Teixeira,et al. Traffic classification on the fly , 2006, CCRV.
[27] Sebastian Zander,et al. Automated traffic classification and application identification using machine learning , 2005, The IEEE Conference on Local Computer Networks 30th Anniversary (LCN'05)l.
[28] Marco Mellia,et al. Revealing skype traffic: when randomness plays with you , 2007, SIGCOMM 2007.
[29] Michalis Faloutsos,et al. Internet traffic classification demystified: myths, caveats, and the best practices , 2008, CoNEXT '08.
[30] Viktor K. Prasanna,et al. Enabling High Throughput and Virtualization for Traffic Classification on FPGA , 2015, 2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom Computing Machines.
[31] Franco Callegati,et al. Clouds of virtual machines in edge networks , 2013, IEEE Communications Magazine.
[32] John W. Lockwood,et al. Deep packet inspection using parallel bloom filters , 2004, IEEE Micro.
[33] Sandrine Vaton,et al. Hardware acceleration of SVM-based traffic classification on FPGA , 2012, 2012 8th International Wireless Communications and Mobile Computing Conference (IWCMC).
[34] Baohua Yang,et al. Practical Multituple Packet Classification Using Dynamic Discrete Bit Selection , 2014, IEEE Transactions on Computers.
[35] A. Nur Zincir-Heywood,et al. A Preliminary Investigation of Skype Traffic Classification Using a Minimalist Feature Set , 2008, 2008 Third International Conference on Availability, Reliability and Security.