Search results for "traffic classification"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Charalampos Rotsos, Jurgen Van Gael, Andrew W. Moore, Zoubin Ghahramani	Probabilistic graphical models for semi-supervised traffic classification.	IWCMC	2010	DBLP DOI BibTeX RDF	semi-supervised learning, traffic classification, probabilistic graphical models
3	Dario Rossi, Silvio Valenti	Fine-grained traffic classification with netflow data.	IWCMC	2010	DBLP DOI BibTeX RDF	SVM, traffic classification, netflow
3	Federico Rodríguez-Teja, Carlos Martinez-Cagnazzo, Eduardo Grampín Castro	Bayesian classification: methodology for network traffic classification combination.	IWCMC	2010	DBLP DOI BibTeX RDF	naïves Bayes, network traffic classification
3	Xu Tian, Xiaohong Huang, Qiong Sun	LCGT: A Low-Cost Continuous Ground Truth Generation Method for Traffic Classification.	APNOMS	2009	DBLP DOI BibTeX RDF	automated, traffic classification, low-cost, ground truth
3	Sung-Ho Yoon, Jin-Wan Park, Jun-Sang Park, Young-Seok Oh, Myung-Sup Kim	Internet Application Traffic Classification Using Fixed IP-Port.	APNOMS	2009	DBLP DOI BibTeX RDF	Traffic monitoring and analysis, Fixed IP-port, Traffic classification, Application identification
3	Gabriel Gómez Sena, Pablo Belzarena	Early traffic classification using support vector machines.	LANC	2009	DBLP DOI BibTeX RDF	support vector machines, traffic classification, traffic identification
3	Haitao He, Chunhui Che, FeiTeng Ma, Xiaonan Luo, Jianmin Wang 0002	Improve Flow Accuracy and Byte Accuracy in Network Traffic Classification.	ICIC	2008	DBLP DOI BibTeX RDF	network traffic classification, byte accuracy, ensemble learning, cost-sensitive learning
3	Yan Luo, Ke Xiang, Sanping Li	Acceleration of decision tree searching for IP traffic classification.	ANCS	2008	DBLP DOI BibTeX RDF	machine learning, FPGA, decision tree, traffic classification
3	Peter Teufl, Udo Payer, Michael Amling, Martin Godec, Stefan Ruff, Gerhard Scheikl, Gernot Walzl	InFeCT - Network Traffic Classification.	ICN	2008	DBLP DOI BibTeX RDF	network traffic classification, payload histogram, machine learning, feature extraction, tool, open source, policy verification
3	Jeffrey Erman, Anirban Mahanti, Martin F. Arlitt	Byte me: a case for byte accuracy in traffic classification.	MineNet	2007	DBLP DOI BibTeX RDF	machine learning, traffic classification
3	Hamza Dahmouni, Sandrine Vaton, David Rossé	A markovian signature-based approach to IP traffic classification.	MineNet	2007	DBLP DOI BibTeX RDF	Neyman-Pearson, service recognition, Markov chain, network monitoring, maximum likelihood, traffic classification
3	Laurent Bernaille, Renata Teixeira, Ismael Akodkenou, Augustin Soule, Kavé Salamatian	Traffic classification on the fly.	Computer Communication Review	2006	DBLP DOI BibTeX RDF	machine learning, applications, traffic classification
2	Zhou Zhou, Tian Song	File-Aware P2P Traffic Classification and Management.	ANCS	2011	DBLP DOI BibTeX RDF	Peer-to-Peer, Traffic Classification, Traffic Management
2	O. Grémillet, Paulo Gonçalves, Pascale Vicat-Blanc Primet, A. Dupas	Traffic classification techniques supporting semantic networks.	IWCMC	2010	DBLP DOI BibTeX RDF	traffic classification, internet traffic, flow aware networking, application identification
2	Taoufik En-Najjary, Guillaume Urvoy-Keller	A first look at traffic classification in enterprise networks.	IWCMC	2010	DBLP DOI BibTeX RDF	logistic regression, traffic classification, enterprise network
2	Niccolo Cascarano, Luigi Ciminiera, Fulvio Risso	Improving cost and accuracy of DPI traffic classifiers.	SAC	2010	DBLP DOI BibTeX RDF	traffic classification, deep packet inspection
2	Bijan Raahemi, Weicai Zhong, Jing Liu	Exploiting unlabeled data to improve peer-to-peer traffic classification using incremental tri-training method.	Peer-to-Peer Networking and Applications	2009	DBLP DOI BibTeX RDF	Windowing technique, Tri-training, Peer-to-peer traffic, IP traffic identification, Concept drift, Unlabeled data, Stream data mining
2	Haitao He, Xiaonan Luo, FeiTeng Ma, Chunhui Che, Jianmin Wang 0002	Network traffic classification based on ensemble learning and co-training.	Science in China Series F: Information Sciences	2009	DBLP DOI BibTeX RDF	network measurement, ensemble learning, traffic classification, co-training
2	Alberto Dainotti, Walter de Donato, Antonio Pescapè	TIE: A Community-Oriented Traffic Classification Platform.	TMA	2009	DBLP DOI BibTeX RDF
2	Jae Yoon Chung, Byungchul Park, Young J. Won, John Strassner, James W. Hong	Traffic Classification Based on Flow Similarity.	IPOM	2009	DBLP DOI BibTeX RDF	Traffic classification, traffic monitoring
2	Marcin Pietrzyk, Jean-Laurent Costeux, Guillaume Urvoy-Keller, Taoufik En-Najjary	Challenging statistical classification for operational usage: the ADSL case.	Internet Measurement Conference	2009	DBLP DOI BibTeX RDF	machine learning, traffic classification
2	John Hurley, Emi Garcia-Palacios, Sakir Sezer	Classification of P2P and HTTP Using Specific Protocol Characteristics.	EUNICE	2009	DBLP DOI BibTeX RDF	P2P, HTTP, Traffic Classification
2	José Everardo Bessa Maia, Raimir Holanda Filho	One-Against-All Methodology for Features Selection and Classification of Internet Applications.	IPOM	2009	DBLP DOI BibTeX RDF	statistical discriminators, features selection, Traffic classification
2	Gianluca Maiolini, Andrea Baiocchi, Alfonso Iacovazzi, Antonello Rizzi	Real Time Identification of SSH Encrypted Application Flows by Using Cluster Analysis Techniques.	Networking	2009	DBLP DOI BibTeX RDF	statistical traffic classification, cluster analysis, k-means, Traffic analysis, SSH
2	Raimir Holanda Filho, Marcus Fabio Fontenelle do Carmo, José Everardo Bessa Maia, G. P. Siqueira	An Internet traffic classification methodology based on statistical discriminators.	NOMS	2008	DBLP DOI BibTeX RDF
2	Géza Szabó, Dániel Orincsay, Szabolcs Malomsoky, István Szabó	On the Validation of Traffic Classification Algorithms.	PAM	2008	DBLP DOI BibTeX RDF
2	Byungchul Park, Young J. Won, Mi-Jung Choi, Myung-Sup Kim, James W. Hong	Empirical Analysis of Application-Level Traffic Classification Using Supervised Machine Learning.	APNOMS	2008	DBLP DOI BibTeX RDF	Internet application traffic identification, traffic measurement and analysis, supervised algorithm, machine learning
2	Rentao Gu, Minhuo Hong, Hongxiang Wang, Yuefeng Ji	Fast Traffic Classification in High Speed Networks.	APNOMS	2008	DBLP DOI BibTeX RDF	measurement system data handling, networks, protocol, Communication system traffic
2	Jing Yuan, Zhu Li, Ruixi Yuan	Information Entropy Based Clustering Method for Unsupervised Internet Traffic Classification.	ICC	2008	DBLP DOI BibTeX RDF
2	Fulvio Risso, Mario Baldi, Olivier Morandi, Andrea Baldini, Pere Monclus	Lightweight, Payload-Based Traffic Classification: An Experimental Evaluation.	ICC	2008	DBLP DOI BibTeX RDF
2	Yuhai Liu, Zhiqiang Li, Shanqing Guo, Taiming Feng	Efficient, Accurate Internet Traffic Classification using Discretization in Naive Bayes.	ICNSC	2008	DBLP DOI BibTeX RDF
2	Ai-min Yang, Sheng-yi Jiang, He Deng	A P2P Network Traffic Classification Method Using SVM.	ICYCS	2008	DBLP DOI BibTeX RDF
2	Hyunchul Kim, Kimberly C. Claffy, Marina Fomenkov, Dhiman Barman, Michalis Faloutsos, KiYoung Lee	Internet traffic classification demystified: myths, caveats, and the best practices.	CoNEXT	2008	DBLP DOI BibTeX RDF
2	Paula Venosa, Nicolás Macia, Luis Marrone	QoS -Traffic Classification in the Internet.	NCM	2008	DBLP DOI BibTeX RDF	QoS, traffic classification, traffic pattern, application level
2	Duffy Angevine, A. Nur Zincir-Heywood	A Preliminary Investigation of Skype Traffic Classification Using a Minimalist Feature Set.	ARES	2008	DBLP DOI BibTeX RDF	encrypted, traffic classification, skype
2	Manuel Crotti, Maurizio Dusi, Francesco Gringoli, Luca Salgarelli	Traffic classification through simple statistical fingerprinting.	Computer Communication Review	2007	DBLP DOI BibTeX RDF	classification, traffic classification, transport layer
2	Wei Li 0009, Andrew W. Moore	A Machine Learning Approach for Efficient Traffic Classification.	MASCOTS	2007	DBLP DOI BibTeX RDF
2	Zhu Li, Ruixi Yuan, Xiaohong Guan	Traffic Classification - Towards Accurate Real Time Network Applications.	HCI	2007	DBLP DOI BibTeX RDF	Pattern recognition, supervised learning, network flows, traffic identification
2	Tarek Abbes, Adel Bouhoula, Michaël Rusinowitch	A Traffic Classification Algorithm for Intrusion Detection.	AINA Workshops	2007	DBLP DOI BibTeX RDF
2	Yingqiu Liu, Wei Li, Yunchun Li	Network Traffic Classification Using K-means Clustering.	IMSCCS	2007	DBLP DOI BibTeX RDF
2	Géza Szabó, István Szabó, Dániel Orincsay	Accurate Traffic Classification.	WOWMOM	2007	DBLP DOI BibTeX RDF
2	Jeffrey Erman, Anirban Mahanti, Martin F. Arlitt, Ira Cohen, Carey L. Williamson	Semi-supervised network traffic classification.	SIGMETRICS	2007	DBLP DOI BibTeX RDF	semi-supervised learning, traffic classification
2	Zhaohong Lai, Alex Galis, Miguel Rio, Chris Todd	Towards Automatic Traffic Classification.	ICNS	2007	DBLP DOI BibTeX RDF
2	Jeffrey Erman, Anirban Mahanti, Martin F. Arlitt, Carey L. Williamson	Identifying and discriminating between web and peer-to-peer traffic in the network core.	WWW	2007	DBLP DOI BibTeX RDF	clustering, machine learning, traffic classification
2	Luca Salgarelli, Thomas Karagiannis	Comparing traffic classifiers.	Computer Communication Review	2007	DBLP DOI BibTeX RDF	classification, measurement, traffic classification, transport layer
2	Jeffrey Erman, Martin F. Arlitt, Anirban Mahanti	Traffic classification using clustering algorithms.	MineNet	2006	DBLP DOI BibTeX RDF	machine learning, classification, unsupervised clustering
2	Wei Li 0009, Andrew W. Moore	Learning for accurate classification of real-time traffic.	CoNEXT	2006	DBLP DOI BibTeX RDF	machine learning, traffic classification, statistical classification
2	Charles V. Wright, Fabian Monrose, Gerald M. Masson	Using visual motifs to classify encrypted traffic.	VizSEC	2006	DBLP DOI BibTeX RDF	network traffic visualization, network security, traffic classification
2	Denis Zuev, Andrew W. Moore	Traffic Classification Using a Statistical Approach.	PAM	2005	DBLP DOI BibTeX RDF
2	Sebastian Zander, Thuy T. T. Nguyen, Grenville J. Armitage	Automated Traffic Classification and Application Identification using Machine Learning.	LCN	2005	DBLP DOI BibTeX RDF
2	Thomas Karagiannis, Konstantina Papagiannaki, Michalis Faloutsos	BLINC: multilevel traffic classification in the dark.	SIGCOMM	2005	DBLP DOI BibTeX RDF	host behavior, traffic classification, transport layer
2	Andrew W. Moore, Denis Zuev	Internet traffic classification using bayesian analysis techniques.	SIGMETRICS	2005	DBLP DOI BibTeX RDF	internet traffic, traffic identification, flow classification
2	Oge Marques, Pierre Baillargeon	A Multimedia Traffic Classification Scheme for Intrusion Detection Systems.	ICITA	2005	DBLP DOI BibTeX RDF
2	Matthew Roughan, Subhabrata Sen, Oliver Spatscheck, Nick G. Duffield	Class-of-service mapping for QoS: a statistical signature-based approach to IP traffic classification.	Internet Measurement Conference	2004	DBLP DOI BibTeX RDF	class of service (CoS), statistical signature, quality of service (QoS), traffic classification
1	Yu Wang, Yang Xiang, Wanlei Zhou, Shunzheng Yu	Generating regular expression signatures for network traffic classification in trusted network management.	J. Network and Computer Applications	2012	DBLP DOI BibTeX RDF
1	Yu Jin, Nick G. Duffield, Jeffrey Erman, Patrick Haffner, Subhabrata Sen, Zhi-Li Zhang	A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks.	TKDD	2012	DBLP DOI BibTeX RDF
1	ChengGuo Yin, ShuangQing Li, Qi Li	Network traffic classification via HMM under the guidance of syntactic structure.	Computer Networks	2012	DBLP DOI BibTeX RDF
1	Alberto Dainotti, Antonio Pescapè, Kimberly C. Claffy	Issues and future directions in traffic classification.	IEEE Network	2012	DBLP DOI BibTeX RDF
1	Cihangir Besiktas, Haci Ali Mantar	Real-Time Traffic Classification Based on Cosine Similarity Using Sub-application Vectors.	TMA	2012	DBLP DOI BibTeX RDF
1	Guowu Xie, Marios Iliofotou, Ram Keralapura, Michalis Faloutsos, Antonio Nucci	SubFlow: Towards practical flow-level traffic classification.	INFOCOM	2012	DBLP DOI BibTeX RDF
1	Byungchul Park, James W. Hong, Young J. Won	Toward fine-grained traffic classification.	IEEE Communications Magazine	2011	DBLP DOI BibTeX RDF
1	Suchul Lee, Hyunchul Kim, Dhiman Barman, Sungryoul Lee, Chong-kwon Kim, Ted Taekyoung Kwon, Yanghee Choi	NeTraMark: a network traffic classification benchmark.	Computer Communication Review	2011	DBLP DOI BibTeX RDF
1	Sourour Meharouech, Adel Bouhoula, Tarek Abbes	Trusted intrusion detection architecture for high-speed networks based on traffic classification, load balancing and high availability mechanism.	Security and Communication Networks	2011	DBLP DOI BibTeX RDF
1	Volkan Sevindik, Oguz Bayat, Jay Weitzen	Scheduler design for traffic classification in CDMA2000 1xEVDO network.	Wireless Networks	2011	DBLP DOI BibTeX RDF
1	Chengjie Gu, Shunyi Zhang, Yanfei Sun	Pricing Incentive Mechanism based on Multi-stages Traffic Classification Methodology for QoS-enabled Networks.	JNW	2011	DBLP DOI BibTeX RDF
1	Bin Liu	A Semi-Supervised Clustering Method For P2P Traffic Classification.	JNW	2011	DBLP DOI BibTeX RDF
1	Valentín Carela-Español, Pere Barlet-Ros, Albert Cabellos-Aparicio, Josep Solé-Pareta	Analysis of the impact of sampling on NetFlow traffic classification.	Computer Networks	2011	DBLP DOI BibTeX RDF
1	Marios Iliofotou, Hyunchul Kim, Michalis Faloutsos, Michael Mitzenmacher, Prashanth Pappu, George Varghese	Graption: A graph-based P2P traffic classification framework for the internet backbone.	Computer Networks	2011	DBLP DOI BibTeX RDF
1	Marcin Pietrzyk, Lucjan Janowski, Guillaume Urvoy-Keller	Toward systematic methods comparison in traffic classification.	IWCMC	2011	DBLP DOI BibTeX RDF
1	Alice Este, Francesco Gringoli, Luca Salgarelli	On-line SVM traffic classification.	IWCMC	2011	DBLP DOI BibTeX RDF
1	Yu Wang, Yang Xiang, Shunzheng Yu	Internet Traffic Classification Using Machine Learning: A Token-based Approach.	CSE	2011	DBLP DOI BibTeX RDF
1	Ning Jing, Ming Yang, Shaoyin Cheng, Qunfeng Dong, Hui Xiong	An efficient SVM-based method for multi-class network traffic classification.	IPCCC	2011	DBLP DOI BibTeX RDF
1	Chhagan Lal, Vijay Laxmi, Manoj Singh Gaur	Analysis of a Traffic Classification Scheme for QoS Provisioning over MANETs.	ACC	2011	DBLP DOI BibTeX RDF
1	Zhibin Yu, Gi-Beom Kil, Yong-Do Choi, Sung-Ho Kim	Traffic classification based on visualization.	NESEA	2011	DBLP DOI BibTeX RDF
1	Xuefeng Mu, Wenjun Wu	A Parallelized Network Traffic Classification Based on Hidden Markov Model.	CyberC	2011	DBLP DOI BibTeX RDF
1	Yipeng Wang, Zhibin Zhang, Li Guo	Traffic classification beyond application level: identifying content types from network traces.	SAC	2011	DBLP DOI BibTeX RDF
1	Baohua Yang, Guangdong Hou, Lingyun Ruan, Yibo Xue, Jun Li	SMILER: Towards Practical Online Traffic Classification.	ANCS	2011	DBLP DOI BibTeX RDF
1	Sebastian Zander, Grenville J. Armitage	Practical machine learning based multimedia traffic classification for distributed QoS management.	LCN	2011	DBLP DOI BibTeX RDF
1	Ji-hye Kim, Sung-Ho Yoon, Myung-Sup Kim	Research on traffic taxonomy for Internet traffic classification.	APNOMS	2011	DBLP DOI BibTeX RDF
1	Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim	Software Architecture for a Lightweight Payload Signature-Based Traffic Classification System.	TMA	2011	DBLP DOI BibTeX RDF
1	Silvio Valenti, Dario Rossi	Identifying Key Features for P2P Traffic Classification.	ICC	2011	DBLP DOI BibTeX RDF
1	Mohamad Jaber, Roberto G. Cascella, Chadi Barakat	Can We Trust the Inter-Packet Time for Traffic Classification?	ICC	2011	DBLP DOI BibTeX RDF
1	Xiang Li, Feng Qi, Dan Xu, Xuesong Qiu	An Internet Traffic Classification Method Based on Semi-Supervised Support Vector Machine.	ICC	2011	DBLP DOI BibTeX RDF
1	Masatsugu Ichino, Hiroaki Maeda, Kentaro Hoshi, Naohisa Komatsu, Kei Takeshita, Masayuki Tsujino, Haruhisa Hasegawa, Hideaki Yoshino	Internet Traffic Classification Using LPC Cepstrum.	ICC	2011	DBLP DOI BibTeX RDF
1	Annie Ibrahim Rana, Brendan Jennings, Mícheál Ó Foghlú, Sven van der Meer	Autonomic policy-based HAN traffic classification using augmented meta model for policy translation.	WOCN	2011	DBLP DOI BibTeX RDF
1	Wenjuan Jiang, Peng Zong	QoS routing algorithm based on traffic classification in LEO satellite networks.	WOCN	2011	DBLP DOI BibTeX RDF
1	Zhou Zhou, Tian Song	File-aware P2P traffic classification.	GLOBECOM Workshops	2011	DBLP DOI BibTeX RDF
1	Alberto Dainotti, Antonio Pescapè, Hyun-chul Kim	Traffic Classification through Joint Distributions of Packet-Level Statistics.	GLOBECOM	2011	DBLP DOI BibTeX RDF
1	Victor Pasknel de Alencar Ribeiro, Raimir Holanda Filho, José Everardo Bessa Maia	Online traffic classification based on sub-flows.	Integrated Network Management	2011	DBLP DOI BibTeX RDF
1	Gerhard Münz, Stephan Heckmüller, Lothar Braun, Georg Carle	Improving Markov-based TCP Traffic Classification.	KiVS	2011	DBLP DOI BibTeX RDF
1	Pavel Piskac, Jiri Novotny	Using of Time Characteristics in Data Flow for Traffic Classification.	AIMS	2011	DBLP DOI BibTeX RDF
1	Yipeng Wang, Zhibin Zhang, Li Guo, Shuhao Li	Using Entropy to Classify Traffic More Deeply.	NAS	2011	DBLP DOI BibTeX RDF	file content, entropy vector, machine learning, traffic classification
1	Ruixi Yuan, Zhu Li, Xiaohong Guan, Li Xu	An SVM-based machine learning method for accurate internet traffic classification.	Information Systems Frontiers	2010	DBLP DOI BibTeX RDF
1	Rentao Gu, Hongxiang Wang, Yongmei Sun, Yuefeng Ji	Fast Traffic Classification Using Joint Distribution of Packet Size and Estimated Protocol Processing Time.	IEICE Transactions	2010	DBLP BibTeX RDF
1	Murat Soysal, Ece Guran Schmidt	Machine learning algorithms for accurate flow-based network traffic classification: Evaluation and comparison.	Perform. Eval.	2010	DBLP DOI BibTeX RDF
1	Ram Keralapura, Antonio Nucci, Chen-Nee Chuah	A novel self-learning architecture for p2p traffic classification in high speed networks.	Computer Networks	2010	DBLP DOI BibTeX RDF
1	Akihiro Satoh, Toshiaki Osada, Toru Abe, Gen Kitagata, Norio Shiratori, Tetsuo Kinoshita	A Classifiable Sub-Flow Selection Method for Traffic Classification in Mobile IP Networks.	JIPS	2010	DBLP DOI BibTeX RDF
1	Jun Li, Shunyi Zhang, Cuilian Li, Junrong Yan	Composite lightweight traffic classification system for network management.	Int. Journal of Network Management	2010	DBLP DOI BibTeX RDF
1	Jae Yoon Chung, Byungchul Park, Young J. Won, John Strassner, James W. Hong	An effective similarity metric for application traffic classification.	NOMS	2010	DBLP DOI BibTeX RDF
1	Peter Siska, Marc Ph. Stoecklin, Andreas Kind, Torsten Braun	A flow trace generator using graph-based traffic classification techniques.	IWCMC	2010	DBLP DOI BibTeX RDF	self-parameterization, traffic dispersion graphs, network flows, trace generation