Projects per year
Abstract
In recent year, as growth of the cloud computing, mobile network, and Internet-of-Things technology, user requirements for network services, real-time data processing and resource management are becoming more and more diverse. Software defined networking (SDN) and network functions virtualization (NFV) technologies are not only transforming network infrastructure from complicated physical entities to virtual and programmable nodes, but also centralizing the network control to decrease the complexity of network topology. Network security is being questioned because many application traffic hidden in the HTTP and HTTPS protocol, so support vector machine (SVM) based internet traffic identification and classification (STIC) are proposed to identify application traffic. In this paper, STIC mechanism, is addressed to classify 28 application traffic such as Facebook, Line, and YouTube etc. STIC mechanism can not only classify YouTube traffic type, but also classify YouTube streaming in length and quality. Classification accuracies can reach 99.00% accuracy and 92.78% accuracy respectively.
Original language | English |
---|---|
Title of host publication | 2018 10th International Conference on Communication Software and Networks, ICCSN 2018 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 45-49 |
Number of pages | 5 |
ISBN (Electronic) | 9781538672235 |
DOIs | |
State | Published - 9 Oct 2018 |
Event | 10th International Conference on Communication Software and Networks, ICCSN 2018 - Chengdu, China Duration: 6 Jul 2018 → 9 Jul 2018 |
Publication series
Name | 2018 10th International Conference on Communication Software and Networks, ICCSN 2018 |
---|
Conference
Conference | 10th International Conference on Communication Software and Networks, ICCSN 2018 |
---|---|
Country/Territory | China |
City | Chengdu |
Period | 6/07/18 → 9/07/18 |
Keywords
- NFV
- SDN
- network management
- support vector machine
- traffic identification and classification
Fingerprint
Dive into the research topics of 'SVM-based Classification Mechanism and Its Application in SDN Networks'. Together they form a unique fingerprint.Projects
- 3 Finished
-
-
Study of VI rtual Network Function Development Based on Software Defined Networking and Network Function VI rtualization (I)
Hsu, F.-H. (PI)
1/01/18 → 31/12/18
Project: Research
-
Service Management Mechanisms Based on Network Function Vi Rtualization and Service Function Chaining in Sdn Networks(3/3)
Chou, L.-D. (PI)
1/08/17 → 31/07/18
Project: Research