Research on Effective and Intelligent Resource Management in Internet Computing
Research on Effective and Intelligent Resource Management in Internet Computing
复制标题
DOI：
10.12785/amis/080220
复制
发表时间：
2014-03
影响因子：
--
通讯作者：
Fufang Li;Dongqing Xie;Deyu Qi;G. Xie;Wenbin Chen;Lingxi Peng
中科院分区：
文献类型：
--
作者：
Fufang Li;Dongqing Xie;Deyu Qi;G. Xie;Wenbin Chen;Lingxi Peng
网络计算、网格计算、云计算等互联网计算是近年来的研究热点。资源管理与调度是该领域最基本、最重要的问题之一，目前还没有得到很好的解决。本文提出了一种基于代理、小世界网络理论和分布式哈希表（即RMMIC ASD和RMAIC ASD）的新型有效且智能的互联网计算资源管理模型（和算法）。采用代理思想、小世界网络理论和分布式哈希表，可以大大提高互联网资源管理和调度的智能性、自适应性、鲁棒性、性能和效率。仿真实验表明，所提出的模型和算法可行、合理，效果优于同类算法。
Internet Computing, such as web computing, grid computing and cloud computing, has been a research focus in recent years. Resource management and scheduling is one of the most basic and important problem in this area, and is far to be resolved satisfactorily. This paper presents a novel effective and intelligent Resource Management Model (and Algorithm) for Internet Computing based on Agents, Small-world network theory and Distributed hash table (namely RMMIC ASD and RMAIC ASD). Adopting the thoughts of agents, small-world network theory and distributed hash table, the intelligenc e, self-adaptability, robustness, performance and efficiency of internet resource management and scheduling can be greatly improved. Simulation experiments show that the proposed model and algorithm are feasible and rational and works better than similar algorithms.