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ICDM
2007
IEEE
106views Data Mining» more  ICDM 2007»
13 years 11 months ago
High-Speed Function Approximation
We address a new learning problem where the goal is to build a predictive model that minimizes prediction time (the time taken to make a prediction) subject to a constraint on mod...
Biswanath Panda, Mirek Riedewald, Johannes Gehrke,...
ACSW
2004
13 years 6 months ago
Cost-Efficient Mining Techniques for Data Streams
A data stream is a continuous and high-speed flow of data items. High speed refers to the phenomenon that the data rate is high relative to the computational power. The increasing...
Mohamed Medhat Gaber, Shonali Krishnaswamy, Arkady...
FPL
2004
Springer
171views Hardware» more  FPL 2004»
13 years 10 months ago
A Modular System for FPGA-Based TCP Flow Processing in High-Speed Networks
Field Programmable Gate Arrays (FPGAs) can be used in Intrusion Prevention Systems (IPS) to inspect application data contained within network flows. An IPS operating on high-speed...
David V. Schuehler, John W. Lockwood
INFOCOM
2006
IEEE
13 years 11 months ago
Reverse Hashing for High-Speed Network Monitoring: Algorithms, Evaluation, and Applications
— A key function for network traffic monitoring and analysis is the ability to perform aggregate queries over multiple data streams. Change detection is an important primitive w...
Robert T. Schweller, Zhichun Li, Yan Chen, Yan Gao...
FPL
2005
Springer
119views Hardware» more  FPL 2005»
13 years 10 months ago
Real-Time Feature Extraction for High Speed Networks
With the onset of Gigabit networks, current generation networking components will soon be insufficient for numerous reasons: most notably because existing methods cannot support h...
David Nguyen, Gokhan Memik, Seda Ogrenci Memik, Al...