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FPGA
2009
ACM
168views FPGA» more  FPGA 2009»
13 years 5 months ago
Large-scale wire-speed packet classification on FPGAs
Multi-field packet classification is a key enabling function of a variety of network applications, such as firewall processing, Quality of Service differentiation, traffic billing...
Weirong Jiang, Viktor K. Prasanna
CIKM
2008
Springer
13 years 9 months ago
Classifying networked entities with modularity kernels
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
Dell Zhang, Robert Mao
ICC
2007
IEEE
163views Communications» more  ICC 2007»
14 years 1 months ago
Packet Dispatching Algorithms with the Static Connection Patterns Scheme for Three-Stage Buffered Clos-Network Switches
—Rapid expansion of the Internet and increasing demand for multimedia services fosters an immediate need for the development of new high-capacity networks capable of supporting t...
Janusz Kleban, Hugo Santos
AINA
2010
IEEE
14 years 19 days ago
Grid of Segment Trees for Packet Classification
—Packet classification problem has received much attention and continued to be an important topic in recent years. In packet classification problem, each incoming packet should b...
Yeim-Kuan Chang, Yung-Chieh Lin, Chen-Yu Lin
LCN
2006
IEEE
14 years 1 months ago
Training on multiple sub-flows to optimise the use of Machine Learning classifiers in real-world IP networks
Literature on the use of machine learning (ML) algorithms for classifying IP traffic has relied on fullflows or the first few packets of flows. In contrast, many real-world scenar...
Thuy T. T. Nguyen, Grenville J. Armitage