FWFS: Selecting Robust Features Towards Reliable and Stable Traffic Classifier in SDN

FWFS: Selecting Robust Features Towards Reliable and Stable Traffic Classifier in SDN

Real-time Internet traffic flow classification is important in managing network resources in accordance to Quality of Service (QoS) requirements. The centralized network's control in Software Defined Networking (SDN) provides a platform for Internet Service Provider (ISP) to perform specific ac...

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Bibliographic Details
Main Authors: Fatimah Audah Md. Zaki, Tan Saw Chin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Traffic classification
multi-class imbalanced data
concept drift
feature selection
SDN
Online Access:https://ieeexplore.ieee.org/document/8901139/

Internet

https://ieeexplore.ieee.org/document/8901139/

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