- 期刊
- Ahead-of-Print
Network Burst Monitoring and Detection based on Fractal Dimension with Adaptive Time Slot Monitoring Mechanism
並列摘要
This study proposed an approach to measure the burstiness of network traffic based on fractal dimensions (FDs). By definition, burstiness is the degree of variation in network traffic. This study defined two types of FDs: 1) the FD of network traffic that describes the flow variation of network traffic, and 2) the FD of the range that describes the degree of flow dispersal. The proposed method uses an adaptive time-slot monitoring mechanism to monitor the network. The relevant FDs are derived from measurements obtained during each time slot in a monitoring window.This study conducted experiments using NS2 simulation data. The experimental results indicated that the proposed method can effectively measure the burstiness of network traffic, provides a meaningful method to describe the variation of network traffic, and reduces monitoring overhead by using the adaptive time-slot monitoring mechanism.
延伸閱讀
- Song, Q. K., & Cao, J. D. (2010). Global Dissipativity on Uncertain Discrete-Time Neural Networks with Time-Varying Delays. Discrete Dynamics in Nature and Society, 2010(), 1355-1373. https://doi.org/10.1155/2010/810408
- 趙逸群（2009）。Precision Time Synchronization System of Embedded Devices in Distributed Subnet Network〔碩士論文，國立臺灣大學〕。華藝線上圖書館。https://doi.org/10.6342/NTU.2009.02907
- Rantala, V., Liljeberg, P., & Plosila, J. (2012). Status Data and Communication Aspects in Dynamically Clustered Network-on-Chip Monitoring. Journal of Electrical and Computer Engineering, 2012(), 1026-1039. https://doi.org/10.1155/2012/728191
- Chen, Q., Liu, L., Yang, Z., & Guo, K. (2016). Prediction Approach of Critical Node Based on Multiple Attribute Decision Making for Opportunistic Sensor Networks. Journal of Sensors, 2016(), 359-366-332. https://doi.org/10.1155/2016/8246030
- SHAH, S. A. A., SHAH, W., & URSANI, A. A. (2011). A Discrete Time Queueing Approach to Model and Evaluate Slotted Ring Network Buffer using Matrix Geometric Method. Mehran University Research Journal of Engineering and Technology, 30(1), 159-166. https://www.airitilibrary.com/Article/Detail?DocID=P20170126001-201101-201702060029-201702060029-159-166