title: Global detection of live virtual machine migration based on cellular neural networks.
abstract: In order to meet the demands of operation monitoring of large scale, autoscaling, and heterogeneous virtual resources in the existing cloud computing, a new method of live virtual machine (VM) migration detection algorithm based on the cellular neural networks (CNNs), is presented. Through analyzing the detection process, the parameter relationship of CNN is mapped as an optimization problem, in which improved particle swarm optimization algorithm based on bubble sort is used to solve the problem. Experimental results demonstrate that the proposed method can display the VM migration processing intuitively. Compared with the best fit heuristic algorithm, this approach reduces the processing time, and emerging evidence has indicated that this new approach is affordable to parallelism and analog very large scale integration (VLSI) implementation allowing the VM migration detection to be performed better.
authors: College of Information Science and Engineering, Shandong University, Jinan 250100, China.
authors: Kang
authors: K
authors: Xie
authors: College of Information Science and Engineering, Shandong University, Jinan 250100, China ; Information Security Center, Beijing University of Posts and Telecommunications, Beijing 100876, China ; Northeastern University & College of Information Science and Engineering, Shenyang 110819, China.
authors: Yixian
authors: Y
authors: Yang
authors: Information Security Center, Beijing University of Posts and Telecommunications, Beijing 100876, China.
authors: Ling
authors: L
authors: Zhang
authors: Northeastern University & College of Information Science and Engineering, Shenyang 110819, China.
authors: Maohua
authors: M
authors: Jing
authors: Information Security Center, Beijing University of Posts and Telecommunications, Beijing 100876, China.
authors: Yang
authors: Y
authors: Xin
authors: National Cybernet Security Ltd., Beijing 100088, China.
authors: Zhongxian
authors: Z
authors: Li
mesh_terms: D000465:Algorithms; D001185:Artificial Intelligence; D016571:Neural Networks, Computer