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» Online Classification of Network Flows
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VIZSEC
2007
Springer
15 years 3 months ago
Visual Analysis of Network Flow Data with Timelines and Event Plots
This paper describes Isis, a system that uses progressive multiples of timelines and event plots to support the iterative investigation of intrusions by experienced analysts using ...
Doantam Phan, J. Gerth, M. Lee, Andreas Paepcke, T...
PDPTA
2004
14 years 11 months ago
Achieving Flow Level QoS in Cut-Through Networks Through Admission Control and DiffServ
Cluster networks will serve as the future access networks for multimedia streaming, massive multiplayer online gaming, e-commerce, network storage etc. And for those application ar...
Frank Olaf Sem-Jacobsen, Sven-Arne Reinemo, Tor Sk...
IDA
2002
Springer
14 years 9 months ago
Online classification of nonstationary data streams
Most classification methods are based on the assumption that the data conforms to a stationary distribution. However, the real-world data is usually collected over certain periods...
Mark Last
AAAI
2008
14 years 12 months ago
In-the-Dark Network Traffic Classification Using Support Vector Machines
This work addresses the problem of in-the-dark traffic classification for TCP sessions, an important problem in network management. An innovative use of support vector machines (S...
William H. Turkett Jr., Andrew V. Karode, Errin W....
ANCS
2010
ACM
14 years 7 months ago
A traffic-aware top-N firewall ruleset approximation algorithm
Packet classification is widely used in various network security and operation applications. Two of the main challenges are the increasing number of classification rules, amount o...
Ho-Yu Lam, Donghan (Jarod) Wang, H. Jonathan Chao